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Transformation Throughput — Record Quality Audit + Grouped Numeric Summary
x402
Transformation Throughput — Record Quality Audit + Grouped Numeric Summary is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-28).
Audits data quality and computes grouped numeric summaries for transformation throughput records containing processed_rows and duration_seconds fields, returning two analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Record quality audit + Grouped numeric summary: Record quality audit + Grouped numeric summary for supplied transformation throughput records (processed_rows, duration_seconds). 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 analytical reports: (1) a record quality audit identifying issues such as nulls, out-of-range values, or malformed entries across the supplied rows, and (2) a grouped numeric summary of the selected field (processed_rows or duration_seconds) aggregated by dataset_group, including descriptive statistics. Both reports are generated locally without external lookups.
Example use cases
ETL pipeline quality check
“I have logs from our nightly ETL jobs with processed_rows and duration_seconds per run, grouped by dataset_group. Can you audit the record quality and give me a grouped numeric summary of processed_rows across all 120 rows?”
Data team throughput review
“We have transformation throughput records from last month — about 80 rows with dates, dataset groups, and row counts. Please check for data quality issues and summarize the processed_rows statistics by group.”
Pipeline performance anomaly detection
“Here are 45 records from our data pipeline with processed_rows and duration_seconds by dataset group. Can you do a quality audit on these records and give me a grouped numeric breakdown of duration_seconds?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-005?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have transformation throughput records with processed_rows and duration_seconds and need both a data quality audit and a grouped numeric summary in a single call for up to 200 rows. It is ideal for ETL pipeline monitoring, batch job reporting, and data engineering QA workflows where no external data lookup or live prediction is needed.
Side effects
- Fewer than 1 row supplied — minimum 1 row required
- More than 200 rows supplied — exceeds maximum limit
- Invalid date format (must match YYYY-MM-DD pattern)
- Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds)
- Invalid field enum value (must be 'processed_rows' or 'duration_seconds')
- row_id exceeds 80-character limit
- Numeric values out of allowed range (-1e12 to 1e12)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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