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Transformation Throughput Analytics — Numeric Distribution & Row Ordering
x402
Transformation Throughput Analytics — Numeric Distribution & Row Ordering is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-28).
Computes numeric distribution statistics and row ordering reports for transformation throughput records (processed_rows, duration_seconds) from up to 200 supplied rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Numeric distribution + Numeric row ordering: Numeric distribution + Numeric row ordering for supplied transformation throughput records (processed_rows, duration_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 independent analytical reports for the specified numeric field (processed_rows or duration_seconds): a numeric distribution report (e.g. percentiles, frequency breakdown) and a numeric row ordering report (ranked rows by value), both computed locally from the supplied records without any external lookups.
Example use cases
ETL pipeline throughput review
“I have 50 ETL job runs with their processed_rows and duration_seconds logged by date and group — can you give me the numeric distribution and row ordering for processed_rows so I can see how throughput is spread across those runs?”
Duration outlier detection in pipelines
“Here are 120 transformation job records with date, dataset_group, processed_rows, and duration_seconds — can you run the distribution and ordering analysis on duration_seconds so I can spot which jobs are taking unusually long?”
Dataset group performance comparison
“I've got two dataset groups, group-a and group-b, with transformation records over the last quarter — can you analyze the numeric distribution and ordering of processed_rows across all 80 rows so I can compare throughput between groups?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-073?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have transformation throughput records with processed_rows and/or duration_seconds values and need both a statistical distribution breakdown and a ranked ordering of rows in a single call, for up to 200 records, without requiring any external data lookup or prediction.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, date, processed_rows, duration_seconds) cause validation errors
- Invalid date format (not YYYY-MM-DD) triggers schema validation failure
- Null values in the selected numeric field may affect distribution calculations
- Submitting an invalid field enum value (not 'processed_rows' or 'duration_seconds') returns an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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