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Pipeline Durations Analytics: Record Quality Audit + Exact Row Deduplication + Adjacent Row Changes
x402
Pipeline Durations Analytics: Record Quality Audit + Exact Row Deduplication + Adjacent Row Changes is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
Runs three analytical reports (record quality audit, exact row deduplication, and adjacent row changes) on pipeline duration records (run_seconds, processed_rows) for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Pipeline durations — Record quality audit + Exact row deduplication + Adjacent row changes: Record quality audit + Exact row deduplication + Adjacent row changes 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
Returns three independent analytical reports: (1) a record quality audit flagging missing, null, or out-of-range values in the selected field; (2) an exact row deduplication report identifying identical records; and (3) an adjacent row changes report showing value differences between consecutive rows — all computed locally from the supplied data with no external lookups.
Example use cases
ETL pipeline data quality check
“I have 150 rows of pipeline run logs with run_seconds and processed_rows values. Can you audit them for record quality issues, find any exact duplicate rows, and show me where adjacent rows changed in the run_seconds field?”
Deduplication review before warehouse load
“Before I load these pipeline duration records into our data warehouse, can you check for exact duplicate rows and give me a quality audit on the processed_rows field? There are about 80 rows across dataset groups prod-a and prod-b.”
Monitoring consecutive pipeline run shifts
“I want to see how my pipeline's processed_rows metric is changing from one run to the next — can you run the adjacent row changes report along with a quality audit on these 60 pipeline duration rows dated from 2025-01-01 to 2025-03-01?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-05-217?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a bundled, cost-efficient ($0.01 USDC) triple-report analytics pass on pipeline duration data (run_seconds or processed_rows) for up to 200 rows, with no need for live data lookup or external enrichment. Ideal for pre-load data quality checks, deduplication sweeps, and trend auditing on ETL or batch pipeline logs where all data is supplied inline.
Side effects
- More than 200 rows submitted — request rejected due to maxItems constraint
- Missing required fields (row_id, date, dataset_group) — validation error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Invalid field enum value (not run_seconds or processed_rows) — rejected
- Empty rows array — minItems:1 violation
- Numeric values outside allowed range — validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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