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Pipeline Durations Analytics — Quality Audit + Deduplication + Numeric Distribution
x402
Pipeline Durations Analytics — Quality Audit + Deduplication + Numeric Distribution 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 local analytical reports on pipeline duration records: record quality audit, exact row deduplication, and numeric distribution analysis for run_seconds or processed_rows fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Pipeline durations — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution 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 across fields; (2) an exact row deduplication report identifying duplicate records; (3) a numeric distribution summary (min, max, mean, percentiles, etc.) for the chosen field (run_seconds or processed_rows). All computed locally with no external lookups.
Example use cases
ETL pipeline run quality check
“I have a batch of 50 pipeline execution records with run_seconds and processed_rows. Can you audit them for data quality issues, find any exact duplicates, and show me the distribution of run_seconds?”
Deduplication before warehouse load
“Before I load these 120 pipeline duration rows into the warehouse, run an exact deduplication check on them along with a quality audit — use processed_rows as the numeric field for the distribution report.”
Distribution analysis for SLA review
“I need to review our pipeline SLA compliance — run a numeric distribution analysis on run_seconds for these 80 pipeline records, and also flag any data quality problems or duplicate rows in the dataset.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-05-210?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three bundled analytical reports — quality audit, deduplication, and numeric distribution — in a single low-cost call for up to 200 pipeline duration records. Ideal when you want offline, deterministic analysis with no external API calls or ML predictions, and when your data fits the specific schema of run_seconds and processed_rows pipeline metrics.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, date, run_seconds, processed_rows) causes schema rejection
- Invalid date format (non-YYYY-MM-DD) triggers pattern validation failure
- Numeric values outside ±1,000,000,000,000 bounds are rejected
- Empty rows array returns an error due to minItems:1 constraint
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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