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Simulation Caches Duplicate Key Report + Secondary-Measure Weighted Mean
x402
Simulation Caches Duplicate Key Report + 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 2026-10-22).
Analyzes up to 200 simulation cache records to produce two local reports: a duplicate key report and a secondary-measure weighted mean for cache_gb or simulation_seconds fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Simulation caches — Duplicate key report + Secondary-measure weighted mean: Duplicate key report + Secondary-measure weighted mean for supplied simulation caches records (cache_gb, simulation_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: (1) a duplicate key report identifying rows with repeated identifiers across the supplied simulation cache records, and (2) a weighted mean calculation for the selected numeric field (cache_gb or simulation_seconds) using a secondary-measure weighting. Both reports are computed locally from the supplied data with no external lookups.
Example use cases
Simulation pipeline data quality check
“I have 150 simulation cache records from last month's runs — can you find any duplicate row IDs and also compute the weighted mean for cache_gb across them?”
Asset group cache storage analysis
“Run both a duplicate key report and a weighted mean for simulation_seconds on these simulation cache entries grouped by asset_group, I want to spot any data entry errors.”
Validate simulation dataset before reporting
“Before I submit my simulation report, check these 80 rows of cache data for duplicate keys and give me the weighted mean of cache_gb so I can flag anomalies.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-08-067?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both duplicate key detection and weighted mean computation on simulation cache records (cache_gb, simulation_seconds) in a single low-cost call. Ideal when data is already on hand (no live lookup needed), the dataset is under 200 rows, and you want two analytical reports for $0.01 USDC without external API dependencies.
Side effects
- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, date, cache_gb, simulation_seconds, asset_group) on any row — validation error
- Invalid date format (must be YYYY-MM-DD) — schema validation failure
- Numeric values outside allowed range (-1e12 to 1e12) — rejected
- All numeric values null for the selected field — weighted mean cannot be computed
- Empty rows array — no data to process
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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