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Pipeline Durations Grouped Summary and Histogram
x402
Pipeline Durations Grouped Summary and Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-24).
Computes a grouped numeric summary and equal-width histogram for pipeline duration metrics (run_seconds or processed_rows) across up to 200 supplied records.
Price / call$0.01
Success—
StatusUnknown
How this service works
Pipeline durations — Grouped numeric summary + Equal-width histogram: Grouped numeric summary + Equal-width histogram 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 analytical reports for the specified numeric field: (1) a grouped numeric summary with descriptive statistics (e.g. count, mean, min, max, std dev) broken down by dataset_group, and (2) an equal-width histogram showing the frequency distribution across the specified number of bins. Both reports are computed locally against the supplied rows with no external lookups.
Example use cases
ETL job duration distribution audit
“I have 120 pipeline run records with run_seconds and dataset_group labels — can you give me a grouped numeric summary and a 10-bin histogram for run_seconds so I can see how long different jobs are taking?”
Processed rows outlier investigation
“Here are 80 pipeline execution records. Summarize the processed_rows field grouped by dataset_group and give me a histogram with 5 bins — I want to spot any groups with unusual row counts.”
Pipeline performance baseline for capacity planning
“I'm building a capacity plan and need statistics on our pipeline durations. Analyze these 200 records by dataset_group, give me a grouped numeric summary and a 15-bin histogram on run_seconds.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-05-093?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have pipeline execution records (with run_seconds and processed_rows) and need both a grouped summary and a histogram in a single call for up to 200 rows. Ideal for data engineers or analysts who want quick descriptive statistics on ETL job performance without standing up their own analytical infrastructure. Best when you have dataset_group labels and want per-group breakdown alongside distributional analysis.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, dataset_group, date, run_seconds, processed_rows) cause validation errors
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- bins value outside 1–30 range causes validation error
- Null values in the target field may affect histogram bin calculations
- Non-numeric values in run_seconds or processed_rows fail schema validation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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