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Simulation Caches — Duplicate Key Report + Numeric Distribution
x402
Simulation Caches — Duplicate Key Report + Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-21).
Analyzes up to 200 simulation cache records to produce a duplicate key report and a numeric distribution report for either cache_gb or simulation_seconds fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Simulation caches — Duplicate key report + Numeric distribution: Duplicate key report + Numeric distribution 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 analytical reports: (1) a duplicate key report identifying any rows sharing the same row_id within the submitted dataset, and (2) a numeric distribution report summarizing the spread, frequency, and statistical shape of the selected numeric field (cache_gb or simulation_seconds) across the supplied rows.
Example use cases
Duplicate key audit for cache pipeline
“I have 150 simulation cache records with row IDs, asset groups, dates, cache_gb, and simulation_seconds — can you scan them for any duplicate row IDs and show me the numeric distribution of cache_gb?”
Distribution check on simulation durations
“Run a numeric distribution report on the simulation_seconds field across my simulation cache dataset — I want to see how the durations spread out, and also flag any duplicate keys in the data.”
Data quality check before cache ingestion
“Before I load these simulation cache records into our pipeline, can you check for duplicate row IDs and give me a distribution breakdown of the cache_gb values so I can spot any anomalies?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-08-055?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have simulation cache tabular data (up to 200 rows) and need both duplicate key detection and a numeric distribution report in a single low-cost call ($0.01 USDC). It is best suited for offline/batch data quality checks on simulation infrastructure data rather than real-time monitoring or external data lookups.
Side effects
- Exceeding 200 rows causes rejection — must stay within maxItems limit
- Missing required fields (row_id, date, asset_group, cache_gb, simulation_seconds) causes validation error
- Invalid date format (must be YYYY-MM-DD) causes schema rejection
- Providing no rows (empty array) triggers minItems validation failure
- Numeric values outside the allowed range cause schema rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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