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Pipeline Durations — Record Quality Audit + Duplicate Key Report
x402
Pipeline Durations — Record Quality Audit + Duplicate Key Report 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 two independent analytical reports on pipeline duration records — a record quality audit and a duplicate key check — for up to 200 rows of run_seconds and processed_rows data.
Price / call$0.01
Success—
StatusUnknown
How this service works
Pipeline durations — Record quality audit + Duplicate key report: Record quality audit + Duplicate key report 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 independent reports: (1) a record quality audit identifying rows with missing values, out-of-range numbers, or malformed dates in the run_seconds and processed_rows fields, and (2) a duplicate key report listing any row_ids or key combinations that appear more than once across the submitted rows.
Example use cases
ETL pipeline health check
“I have a batch of 80 pipeline run records with run_seconds and processed_rows logged per dataset_group and date — can you audit them for data quality issues and flag any duplicate row IDs?”
Duplicate key detection in pipeline logs
“My pipeline logging system may have written some records twice. Can you check these 120 pipeline duration rows for duplicate row_ids or duplicate date-plus-dataset_group combinations?”
Pre-reporting data validation
“Before I roll up these 60 pipeline duration records into my weekly report, can you run a quality audit to catch any nulls, out-of-range values in run_seconds, or duplicate keys I should fix first?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-05-003?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, low-cost ($0.01 USDC) offline analytical check on up to 200 pipeline duration records without any live external lookups. It is ideal for pre-processing validation steps in data pipelines, catching duplicates and quality issues before aggregation or reporting. Prefer it over general-purpose data quality tools when your data is specifically structured around run_seconds and processed_rows pipeline metrics.
Side effects
- Submitting more than 200 rows returns an error due to the row limit
- Missing required fields (row_id, date, dataset_group, run_seconds, processed_rows) per row cause validation rejection
- Malformed date strings not matching YYYY-MM-DD pattern may cause parsing errors
- Empty rows array (minItems: 1 violated) returns an error
- Payment not completed via x402 protocol results in 402 response with no report
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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