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Pipeline Durations Analytics: Quality Audit + Deduplication + Numeric Ordering
x402
Pipeline Durations Analytics: Quality Audit + Deduplication + Numeric Ordering 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 independent analytical reports — record quality audit, exact row deduplication, and numeric row ordering — on pipeline duration data (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 + Numeric row ordering: Record quality audit + Exact row deduplication + Numeric row ordering 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 for the supplied rows: (1) a record quality audit identifying missing, null, or out-of-range values; (2) an exact row deduplication report identifying repeated records; and (3) a numerically ordered view of rows sorted by the selected field (run_seconds or processed_rows). All processing is local with no external lookups.
Example use cases
ETL pipeline quality audit
“I have 120 rows of ETL pipeline run data with run_seconds and processed_rows — can you audit them for quality issues, find any exact duplicate rows, and sort them by run_seconds numerically?”
Deduplicate nightly batch job records
“My nightly batch job logs have some repeated entries. Can you take these 80 pipeline duration rows and give me a deduplication report plus a quality audit focused on the processed_rows field?”
Order pipeline benchmarks for reporting
“I need to prepare a benchmark report — can you take these 30 pipeline duration records and give me a numeric ordering by run_seconds, plus flag any quality or data issues?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-05-213?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three bundled analytical operations — quality auditing, deduplication, and numeric ordering — on pipeline duration records in a single cost-efficient call ($0.01 USDC for all three). It is best suited for data engineers validating ETL or batch pipeline logs offline, without needing live external data, predictions, or professional assessment.
Side effects
- Submitting more than 200 rows returns a validation error
- Missing required fields (row_id, date, dataset_group, run_seconds, processed_rows) causes rejection
- Invalid date format (not YYYY-MM-DD) fails pattern validation
- Numeric values outside the allowed range (-1000000000000 to 1000000000000) are rejected
- Supplying an invalid field enum value (not run_seconds or processed_rows) causes an error
- Empty rows array (minItems: 1 not met) returns a validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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