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Pipeline Durations — Grouped Numeric Summary + Adjacent Row Changes
x402
Pipeline Durations — Grouped Numeric Summary + Adjacent Row Changes is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-20).
Computes grouped numeric summaries and adjacent row-to-row change analysis for pipeline duration records (run_seconds, processed_rows) across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Pipeline durations — Grouped numeric summary + Adjacent row changes: Grouped numeric summary + Adjacent row changes for supplied pipeline durations records (run_seconds, processed_rows). 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 grouped numeric summary (e.g. count, min, max, mean, std) broken down by dataset_group for the selected field (run_seconds or processed_rows), and (2) an adjacent row changes report showing the delta between consecutive records for the selected field — all computed locally against the supplied data rows.
Example use cases
ETL pipeline duration summary by group
“I have pipeline run logs for two groups — here are 4 records with row_id, date, dataset_group, run_seconds, and processed_rows. Can you give me a grouped numeric summary and show me the adjacent row changes for run_seconds?”
Detect performance regressions between runs
“For these 10 consecutive pipeline runs across group-a and group-b, compute the adjacent row changes in processed_rows so I can spot any sudden drops or spikes between back-to-back executions.”
Compare dataset group throughput statistics
“I want grouped statistics on processed_rows for my pipeline data — I have 50 records across three dataset groups. Give me the numeric summary per group and also the row-by-row change report.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-05-091?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tabular pipeline execution records with group labels and want both group-level descriptive statistics and sequential delta analysis in a single low-cost call ($0.01 USDC for up to 200 rows). It is ideal for data engineering monitoring workflows where you need to understand performance distribution across groups and catch run-to-run changes without setting up your own analytics stack.
Side effects
- Missing required fields (row_id, dataset_group, date, run_seconds, processed_rows) cause validation errors
- Supplying more than 200 rows exceeds the row limit and may be rejected
- Invalid date format (not YYYY-MM-DD) triggers pattern validation failure
- Null values in the selected numeric field may affect summary statistics or be excluded
- Empty rows array (minItems:1 violated) returns an error
- Field enum value other than 'run_seconds' or 'processed_rows' is rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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