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Pipeline Durations Analytics — String Normalisation + Grouped Numeric Summary
x402
Pipeline Durations Analytics — String Normalisation + Grouped Numeric Summary is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-16).
Normalises string fields and produces a grouped numeric summary report for up to 200 pipeline duration records covering run_seconds and processed_rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Pipeline durations — String normalisation + Grouped numeric summary: String normalisation + Grouped numeric summary 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 structured reports: (1) a string normalisation report cleaning and standardising text fields such as dataset_group, and (2) a grouped numeric summary with descriptive statistics (e.g. count, mean, min, max) for the selected numeric field (run_seconds or processed_rows) broken down by dataset_group — all computed locally without any external lookup or prediction.
Example use cases
ETL pipeline performance review
“Here are 50 ETL pipeline run records with dataset_group, date, run_seconds, and processed_rows — please normalise the group label strings and give me a grouped numeric summary of run_seconds so I can see which groups are slowest.”
Batch job throughput analysis
“I've got 120 pipeline execution logs across 6 dataset groups from last month. Can you run the string normalisation and grouped numeric summary on processed_rows so I can compare throughput by group?”
Data quality check on pipeline logs
“Before I feed these pipeline timing records into a dashboard, can you normalise the string fields and produce a grouped summary of run_seconds for these 30 records grouped by dataset_group?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-05-023?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 pipeline duration records and need both a string normalisation pass and a grouped numeric summary in a single low-cost call ($0.01 USDC). It is ideal for local, offline-style analytics on batch pipeline logs where no external lookups, predictions, or live data are needed. Prefer it over general-purpose analytics services when your data already contains dataset_group and timing fields in the expected schema.
Side effects
- Exceeds 200-row limit — request is rejected
- Missing required fields (row_id, dataset_group, date, run_seconds, processed_rows) — validation error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Numeric values outside allowed range (±1,000,000,000,000) — rejected
- Empty rows array — minimum 1 item required
- Invalid field enum value — must be run_seconds or processed_rows
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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