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Pipeline Durations Analytics: Base-100 Series + Equal-Width Histogram
x402
Pipeline Durations Analytics: Base-100 Series + Equal-Width Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-19).
Generates two analytical reports — a base-100 indexed time series and an equal-width histogram — from supplied pipeline duration records (run_seconds, processed_rows).
Price / call$0.01
Success—
StatusUnknown
How this service works
Pipeline durations — Base-100 series + Equal-width histogram: Base-100 series + 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 sharing the same input data: (1) a base-100 indexed time series normalizing the chosen field (run_seconds or processed_rows) relative to the record at the specified base_index, and (2) an equal-width histogram bucketing the same field values into the specified number of bins (default 5, max 30). Both reports are computed locally from the supplied rows (up to 200) with no external lookups.
Example use cases
ETL job duration trend analysis
“Here are 50 rows of my ETL pipeline runs with dates, group names, and run_seconds — can you generate a base-100 indexed series starting from row 0 and a 10-bin histogram on run_seconds so I can see how durations have trended and distributed?”
Data throughput distribution report
“I want to understand the distribution of processed_rows across my 120 pipeline executions — can you build a base-100 series and an equal-width histogram with 8 bins on the processed_rows field, using the very first record as my baseline?”
Comparing pipeline groups by duration
“I've got pipeline records from two dataset groups over the past quarter — can you run a base-100 series plus a 5-bin histogram on run_seconds for all 80 rows so I can compare how duration varied across the groups?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-05-163?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you already have pipeline duration data in hand and want both a normalized trend view (base-100 series) and a distribution summary (histogram) in a single cheap call. Ideal for data engineers and analysts who need quick local analytical reports on ETL or batch pipeline metrics without sending data to an external analytics platform. Not suitable if you need live pipeline monitoring, predictive forecasting, or analysis of more than 200 rows at once.
Side effects
- More than 200 rows submitted — exceeds maxItems limit
- base_index value exceeds the number of rows provided
- Invalid date format (must match YYYY-MM-DD pattern)
- Missing required row fields (row_id, dataset_group, date, run_seconds, processed_rows)
- bins value outside 1–30 range
- field value not one of the allowed enum values (run_seconds, processed_rows)
- All values for chosen field are null — no computable output
- Payment of 0.01 USDC not fulfilled — x402 payment required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string | |
| base_index | integer |
Tags
x402
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