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Lighting Setups — Duplicate Key Report + Two-Measure Correlation
x402
Lighting Setups — Duplicate Key Report + Two-Measure Correlation is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-31).
Analyzes up to 200 lighting setup records to identify duplicate row keys and compute the correlation between light_count and render_seconds.
Price / call$0.01
Success—
StatusUnknown
How this service works
Lighting setups — Duplicate key report + Two-measure correlation: Duplicate key report + Two-measure correlation for supplied lighting setups records (light_count, render_seconds). 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 independent analytical reports: (1) a duplicate key report listing any row_id values that appear more than once in the submitted records, and (2) a two-measure correlation report quantifying the statistical relationship between light_count and render_seconds across the supplied rows. Both reports are generated locally from the submitted data without any external lookups.
Example use cases
Spot duplicate scene IDs in lighting data
“I've got 150 rows of lighting setup records for our animation project — can you check them for any duplicate row IDs and also tell me if the number of lights in a scene correlates with how long it takes to render?”
Validate asset group render time patterns
“Before we finalize our render farm budget, run a duplicate key check and a correlation analysis on our lighting data — I want to know if scenes with more lights consistently take longer to render.”
Quality-check imported lighting records
“We just imported lighting setup data from our pipeline tool and I'm worried there might be repeated row IDs causing issues — can you flag any duplicates and check how light_count and render_seconds relate to each other across all 200 rows?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-11-066?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both duplicate key detection and a correlation analysis on lighting setup records (light_count and render_seconds) in a single low-cost call. It is ideal for 3D production pipelines where data quality checks and render-time analysis are needed together on small-to-medium datasets (up to 200 rows). Prefer this over general statistics APIs when the domain is specifically lighting setups with these two measures, and when you want both reports bundled for $0.01 USDC without external dependencies.
Side effects
- Empty rows array or missing required fields (row_id, date, light_count, render_seconds) causes validation error
- Submitting more than 200 rows exceeds the maxItems limit and will be rejected
- Malformed date strings not matching YYYY-MM-DD pattern cause schema validation failure
- All-null values for light_count or render_seconds may yield undefined or degenerate correlation
- Payment of 0.01 USDC not included or declined results in 402 Payment Required response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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