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Lighting Setups String Normalisation and Secondary-Measure Weighted Mean
x402
Lighting Setups String Normalisation and Secondary-Measure Weighted Mean 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).
Performs string normalisation and secondary-measure weighted mean analytics on lighting setup records (light_count, render_seconds) for up to 200 rows, returning two reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Lighting setups — String normalisation + Secondary-measure weighted mean: String normalisation + Secondary-measure weighted mean 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 analytical reports for the supplied lighting setup rows: (1) a string normalisation report on asset identifiers/groups, and (2) a secondary-measure weighted mean computed over the selected numeric field (light_count or render_seconds), all computed locally without external lookups.
Example use cases
Render time weighted average by asset group
“I have a batch of lighting rig records across two asset groups — can you compute the weighted mean of render_seconds weighted by light_count for all 8 rows I'm uploading, and also give me the string normalisation report?”
CG studio lighting audit analytics
“We have up to 200 rows of lighting setup data from our CG pipeline with fields like light_count and render_seconds per asset group and date — run both the string normalisation and secondary-measure weighted mean reports on the render_seconds field for me.”
Comparing light counts across scene groups
“Can you normalize and compute the weighted mean for light_count across these 50 lighting setup records I have, grouped by asset_group, covering shoots from October 2026?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-11-034?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both string normalisation and a secondary-measure weighted mean computed together on lighting setup data (light_count, render_seconds) in a single low-cost call, with no need for external data lookups, predictions, or live enrichment. Ideal for CG/rendering pipeline analytics on batches up to 200 rows.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, date, light_count, render_seconds) cause schema rejection
- Invalid date format (not YYYY-MM-DD) causes pattern validation failure
- Null values in the selected measure field may affect weighted mean calculation
- Field enum value not in [light_count, render_seconds] causes rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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