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Transformation Throughput — Numeric Interval Filter + Equal-Width Histogram
x402
Transformation Throughput — Numeric Interval Filter + 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 2026-10-28).
Filters transformation throughput records by a numeric interval and generates an equal-width histogram for processed_rows or duration_seconds, returning two analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Numeric interval filter + Equal-width histogram: Numeric interval filter + Equal-width histogram 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 reports based on the supplied rows: (1) a numeric interval filter report listing which records fall within the specified minimum/maximum range for the chosen field, and (2) an equal-width histogram report showing bin boundaries, counts, and frequencies for up to 30 bins — all computed locally on the submitted data with no external lookups.
Example use cases
Pipeline throughput distribution analysis
“I have 150 daily ETL run records with processed_rows and duration_seconds. Filter to runs where processed_rows is between 1000 and 100000, then give me a 10-bin histogram of processed_rows so I can see how throughput is distributed across my pipeline jobs.”
Slow job duration bucketing
“Here are my transformation logs for the past month — can you filter to runs with duration_seconds between 30 and 3600 and show me an equal-width histogram with 8 bins so I can see how many jobs fall into each duration range?”
Dataset group throughput audit
“I need to audit throughput for dataset group 'ingestion-prod' — filter the records where processed_rows is between 5000 and 500000 and give me a 5-bin histogram so I can spot where most runs cluster.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-129?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have transformation throughput records (ETL/pipeline runs with processed_rows and duration_seconds) and need both an interval filter and a frequency histogram in a single call. It is purpose-built for pipeline analytics on user-supplied data — no external data sources, predictions, or live lookups. Prefer it over generic stats APIs when you specifically need equal-width histogramming paired with interval filtering on throughput metrics.
Side effects
- Fewer than 1 row submitted — validation error
- More than 200 rows submitted — rejected, max limit enforced
- bins value outside 1–30 range — validation error
- Missing required row fields (row_id, date, processed_rows, duration_seconds) — schema error
- date field not matching YYYY-MM-DD pattern — validation error
- All rows filtered out by interval — empty filter result, histogram may be empty
- null values in numeric fields — may be excluded from histogram computation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string | |
| maximum | number | |
| minimum | number |
Tags
x402
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