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Configuration Drift Duplicate Key Report + Secondary-Measure Weighted Mean
x402
Configuration Drift 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 2026-10-29).
Analyzes configuration drift records (checked_settings, drifted_settings) to produce a duplicate key report and a secondary-measure weighted mean, up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Configuration drift — Duplicate key report + Secondary-measure weighted mean: Duplicate key report + Secondary-measure weighted mean for supplied configuration drift records (checked_settings, drifted_settings). 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 independent analytical reports: (1) a duplicate key report identifying repeated row_id values across the submitted configuration drift records, and (2) a weighted mean calculation for the selected field (checked_settings or drifted_settings), computed locally without any external data lookups or predictions. Up to 200 rows per call.
Example use cases
Audit drift logs for duplicate row IDs
“Here are 150 rows of configuration drift data with row IDs, control groups, and checked_settings values — can you find any duplicate keys and compute the weighted mean of checked_settings so I can see where duplication is inflating my stats?”
Weighted mean of drifted settings by group
“I want to analyze my configuration drift records: run a duplicate key report and give me the secondary-measure weighted mean for drifted_settings across these 80 rows grouped by control_group.”
Pre-compliance configuration data QA
“Before I file our compliance report, can you check these configuration drift records for duplicate row IDs and calculate the weighted mean of checked_settings? I have about 200 rows covering multiple control groups.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-security-22-067?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to simultaneously audit a configuration drift dataset for duplicate row keys AND compute a weighted mean on a numeric measure (checked_settings or drifted_settings), all using only locally supplied data with no external API calls or live lookups. Ideal for data quality pipelines, compliance preparation, or drift monitoring workflows where you want two complementary reports in a single cheap call ($0.01 USDC).
Side effects
- Input exceeds 200 rows — request rejected
- Missing required fields (row_id, date, checked_settings, drifted_settings) cause validation errors
- Invalid date format (non-YYYY-MM-DD) causes schema rejection
- Numeric values outside [-1e12, 1e12] range rejected
- Empty rows array causes failure
- Invalid enum value for 'field' parameter causes error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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