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Transformation Throughput Analytics: Grouped Summary + Row Ordering
x402
Transformation Throughput Analytics: Grouped Summary + 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 a grouped numeric summary and numeric row ordering report 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 — Grouped numeric summary + Numeric row ordering: Grouped numeric summary + 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 analytical reports: (1) a grouped numeric summary with aggregate statistics (e.g. mean, min, max, count) for the chosen numeric field (processed_rows or duration_seconds) broken down by dataset_group, and (2) a numeric row ordering that ranks all input rows by the selected field value. Both reports are computed locally from the supplied data with no external lookups.
Example use cases
ETL pipeline throughput comparison by group
“I have throughput records from our ETL jobs across two dataset groups — group-a and group-b — with dates, processed row counts, and durations. Can you group them and give me a summary of processed_rows stats per group plus rank all the individual runs from highest to lowest?”
Duration bottleneck analysis across pipeline batches
“I want to understand which of my data transformation runs are slowest. Here are 50 records with row_id, dataset_group, date, processed_rows, and duration_seconds. Can you give me a grouped summary and ordering by duration_seconds so I can spot the bottlenecks?”
Daily throughput reporting for data pipeline monitoring
“We run nightly pipeline jobs across several dataset groups and I want a quick summary report. Please take these transformation records and produce a grouped numeric summary and a ranked ordering based on processed_rows so I can include it in our daily ops review.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-087?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tabular transformation throughput records and need two complementary analytical views — grouped aggregate stats by dataset category and an ordered ranking of individual records — delivered in a single call. It is ideal for lightweight ETL monitoring, pipeline performance reviews, or reporting tasks where you supply your own data and need fast, offline-style analytics without any external data fetching or prediction.
Side effects
- Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) causes validation error
- Submitting more than 200 rows exceeds the row limit and may be rejected
- Invalid date format (non-YYYY-MM-DD) fails schema pattern validation
- Null values in the selected numeric field may affect ordering or aggregation results
- Incorrect field enum value (anything other than 'processed_rows' or 'duration_seconds') causes schema rejection
- Payment of 0.01 USDC not included or declined results in 402 error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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