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Pipeline Durations Grouped Summary with Missing-Value Fill
x402
Pipeline Durations Grouped Summary with Missing-Value Fill 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).
Computes grouped numeric summaries and fills missing values for pipeline duration records (run_seconds, processed_rows) across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Pipeline durations — Grouped numeric summary + Explicit missing-value fill: Grouped numeric summary + Explicit missing-value fill 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: a grouped numeric summary (e.g. count, mean, median, min, max per dataset_group) for the specified field, and a version of the dataset with missing values in that field explicitly filled using the chosen method (zero, mean, or median). No external data is fetched; all computation is performed on the supplied rows.
Example use cases
ETL pipeline performance audit
“Here are 50 pipeline run records from last month across 5 dataset groups — can you group them by dataset_group, summarize the run_seconds stats for each group, and fill any missing run_seconds using the group median?”
Missing throughput data imputation
“I have pipeline logs where some processed_rows values are null — please fill the missing processed_rows using the mean method and give me a grouped summary of processed_rows across all dataset groups in my 120-row dataset.”
Daily pipeline duration comparison
“I want to compare pipeline durations across group-a and group-b for October 2026 — can you group these 40 records by dataset_group and give me a numeric summary of run_seconds, filling any missing values with zero?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-05-099?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have pipeline execution records (with run_seconds and processed_rows) that need both grouped statistical summarization and missing-value imputation in a single call. It is ideal for data engineering teams auditing ETL performance or preparing pipeline metrics for downstream analysis, when you need up to 200 rows processed cheaply ($0.01 USDC for two reports) without external lookups or live data fetching.
Side effects
- Fewer than 1 row supplied — rejected by minItems constraint
- Row missing required fields (row_id, dataset_group, date, run_seconds, processed_rows) — validation error
- More than 200 rows submitted — rejected by maxItems constraint
- Date field not matching YYYY-MM-DD pattern — schema validation failure
- Invalid fill method or field enum value — rejected input
- Numeric values outside allowed range (±1e12) — validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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