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Lighting Setups — String Normalisation + Grouped Numeric Summary
x402
Lighting Setups — String Normalisation + Grouped Numeric Summary 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).
Normalises string fields and produces a grouped numeric summary for lighting setup records containing light_count and render_seconds data.
Price / call$0.01
Success—
StatusUnknown
How this service works
Lighting setups — String normalisation + Grouped numeric summary: String normalisation + Grouped numeric summary 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 reports for the supplied lighting setup rows: (1) a string normalisation report for the asset_group field, and (2) a grouped numeric summary for the chosen numeric field (light_count or render_seconds), aggregated by asset_group. No external lookups or predictions are made; all analysis is performed locally on the supplied data.
Example use cases
Grouped render time analysis by asset
“I've got 150 rows of lighting setup data with dates, asset groups, light counts, and render seconds — can you normalise the asset group names and give me a grouped numeric summary for the render_seconds field so I can see which groups are slowest?”
Light count stats for scene QA
“For our scene QA pipeline, I need you to clean up the asset_group strings and compute a grouped numeric summary of light_count for these 80 lighting setup records from October 2026.”
Comparing lighting rigs across groups
“We have two asset groups, 'group-a' and 'group-b', across 40 lighting setup records — can you normalise the group labels and produce a grouped summary of light_count so I can compare the two rigs?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-11-023?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tabular lighting setup records with asset_group labels and numeric fields (light_count, render_seconds) and need both string normalisation and grouped numeric aggregation in a single low-cost call. Best for 3D/rendering pipeline analytics where you want clean categorical groupings and statistical summaries without any external data sources or predictions.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, asset_group, date, light_count, render_seconds) cause schema rejection
- Invalid date format (not YYYY-MM-DD) causes a pattern validation error
- Numeric values outside the allowed range trigger a bounds error
- Empty rows array returns an error due to minItems:1 constraint
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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