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Transformation Throughput — Numeric Row Ordering + Equal-Width Histogram
x402
Transformation Throughput — Numeric Row Ordering + 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).
Analyzes transformation throughput records by producing a numeric row ordering report and an equal-width histogram for either processed_rows or duration_seconds fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Numeric row ordering + Equal-width histogram: Numeric row ordering + 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 analytical reports for the supplied transformation throughput records: (1) a numeric row ordering ranking records by the chosen field (processed_rows or duration_seconds), and (2) an equal-width histogram dividing that field's values into the specified number of bins with counts per bin. Both reports are computed locally from the supplied data with no external lookups.
Example use cases
ETL job throughput distribution analysis
“I have 50 ETL pipeline run records with processed_rows and duration_seconds — can you rank them numerically by processed_rows and give me a 8-bin equal-width histogram on processed_rows so I can see how throughput is distributed across runs?”
Pipeline duration bucketing for SLA review
“Take these transformation records from last month and produce a numeric ordering plus a 5-bin histogram on duration_seconds — I want to understand how our job durations cluster so I can set realistic SLA thresholds.”
Dataset group throughput comparison
“I have transformation logs from two dataset groups, group-a and group-b, going back 30 days. Can you rank all the rows by processed_rows and generate a 10-bucket equal-width histogram on processed_rows so I can compare how they perform?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-118?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need two fast, local statistical reports — a numeric ranking and an equal-width histogram — on transformation throughput data (processed_rows or duration_seconds) for up to 200 records, without requiring any external data enrichment, predictions, or live lookups. It is cost-effective at $0.01 USDC for both reports together. Prefer alternatives if you need time-series forecasting, anomaly detection, or reports on fields other than processed_rows or duration_seconds.
Side effects
- More than 200 rows supplied — request rejected
- Missing required fields (row_id, date, processed_rows, duration_seconds) on any row — validation error
- Bins parameter outside 1–30 range — rejected
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Field value out of allowed numeric range — error returned
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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