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Simulation Caches — Record Quality Audit + Duplicate Key Report
x402
Simulation Caches — Record Quality Audit + Duplicate Key Report 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).
Runs two analytical reports on simulation cache records: a record quality audit and a duplicate key detection report, for up to 200 rows of cache_gb and simulation_seconds data.
Price / call$0.01
Success—
StatusUnknown
How this service works
Simulation caches — Record quality audit + Duplicate key report: Record quality audit + Duplicate key report 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
Two independent reports: (1) a record quality audit identifying missing, malformed, or out-of-range values across the supplied rows, and (2) a duplicate key report flagging rows that share identical key combinations. Both reports are computed locally on the supplied data with no external lookups.
Example use cases
Pre-pipeline data quality gate
“Before I ingest this batch of simulation cache records into our data warehouse, can you run a quality audit and duplicate key check on them? I have about 80 rows with row_id, asset_group, date, cache_gb, and simulation_seconds fields and I need to catch any bad data first.”
Debugging duplicate cache entries
“I think some of our simulation cache logs have duplicate row IDs — can you run a duplicate key report on these 120 records? Each row has a row_id, asset_group, date, cache_gb, and simulation_seconds.”
Routine simulation data validation
“We generate daily simulation cache records and want to make sure the data quality stays clean — can you audit this week's 40 rows for quality issues and duplicates? The records include cache_gb usage and simulation_seconds per asset group.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-08-003?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a record quality audit and a duplicate key check on simulation cache data (cache_gb, simulation_seconds) in a single $0.01 call for up to 200 rows. Prefer it over general data validation tools when your data specifically involves simulation cache metrics with asset group and date dimensions.
Side effects
- Exceeding 200 rows returns an error or truncation
- Missing required fields (row_id, asset_group, date, cache_gb, simulation_seconds) cause validation errors
- Invalid date format (not YYYY-MM-DD) triggers schema rejection
- Numeric values outside allowed range (-1e12 to 1e12) are rejected
- Empty rows array returns an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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