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Pipeline Durations Analytics — Quality Audit, Deduplication & Histogram
x402
Pipeline Durations Analytics — Quality Audit, Deduplication & Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-16).
Runs three bundled analytical reports on pipeline duration records: a record quality audit, exact row deduplication, and an equal-width histogram for run_seconds or processed_rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Pipeline durations — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram for supplied pipeline durations records (run_seconds, processed_rows). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Three independent analytical reports: (1) a record quality audit flagging missing, null, or out-of-range values in the supplied rows; (2) an exact row deduplication report identifying fully duplicate records; (3) an equal-width histogram partitioning the chosen numeric field (run_seconds or processed_rows) into the specified number of bins with bin edges and counts. All computed locally with no external lookups.
Example use cases
Pipeline run quality check
“I have 150 rows of pipeline execution records with run_seconds and processed_rows. Can you audit them for quality issues, find any exact duplicate rows, and show me a histogram of run_seconds with 8 bins?”
ETL deduplication before reporting
“Before I generate my weekly ETL report, run an exact row deduplication plus a data quality audit on these pipeline duration records — about 80 rows — and also give me a 5-bin histogram on processed_rows.”
Distribution analysis for SLA review
“I need to understand how my pipeline run times are distributed for an SLA review. Can you take these 200 pipeline duration records and give me a quality audit, deduplicate exact rows, and create a 15-bin histogram on run_seconds?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-05-219?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need all three analytical operations — quality audit, deduplication, and histogramming — on pipeline duration data in a single API call for a flat $0.01 USDC fee. Ideal when your dataset is under 200 rows and you want purely local, offline computation with no external data lookups or predictions. It bundles three reports into one call, making it more cost-efficient than calling separate single-purpose endpoints.
Side effects
- Rows array exceeds 200 items — request rejected
- Missing required fields (row_id, date, run_seconds, processed_rows) on any row — validation error
- bins parameter outside 1–30 range — rejected
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Empty rows array — rejected
- field value not one of [run_seconds, processed_rows] — enum validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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