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Transformation Throughput Analytics: Duplicate Key Report + Numeric Row Ordering
x402
Transformation Throughput Analytics: Duplicate Key Report + Numeric Row Ordering is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-24).
Analyzes supplied transformation throughput records (processed_rows, duration_seconds) to produce a duplicate key report and numeric row ordering report for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Duplicate key report + Numeric row ordering: Duplicate key report + Numeric row ordering 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 independent analytical reports: (1) a duplicate key report identifying rows with repeated key values across the supplied records, and (2) a numeric row ordering report ranking the rows by the selected metric (processed_rows or duration_seconds). Covers up to 200 input rows using local analytical engines with no external lookups.
Example use cases
ETL pipeline duplicate audit
“I have a batch of 50 transformation throughput records with row IDs, dataset groups, dates, processed_rows, and duration_seconds — can you find any duplicate keys and rank the rows numerically by processed_rows?”
Pipeline duration ranking
“Here are my 30 ETL job records for last month, each with a row_id, dataset_group, date, processed_rows, and duration_seconds. Can you order them numerically by duration_seconds and flag any duplicate row IDs?”
Data quality check before ingestion
“Before I ingest these 80 transformation throughput rows into our warehouse, can you run a duplicate key report and a numeric ordering by processed_rows so I can spot any data issues?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-058?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 transformation throughput records and need both a duplicate key audit and a numeric ordering report in a single call. Ideal for lightweight, offline-style analysis of ETL/pipeline data without requiring external lookups, ML predictions, or database connections. Best suited for data engineers validating batch job logs before ingestion or during post-run audits.
Side effects
- Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) causes validation error
- Exceeding 200 rows returns an error or truncation
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- Null values in numeric fields (processed_rows or duration_seconds) may affect ordering output
- Invalid field enum value (not 'processed_rows' or 'duration_seconds') causes request failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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