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Transformation Throughput Deduplication and Grouped Numeric Summary
x402
Transformation Throughput Deduplication and 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).
Deduplicates exact rows and produces grouped numeric summaries for transformation throughput records containing processed_rows and duration_seconds fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Exact row deduplication + Grouped numeric summary: Exact row deduplication + 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 reports: (1) exact row deduplication results identifying and removing duplicate records, and (2) a grouped numeric summary (e.g. count, sum, mean) of the selected numeric field (processed_rows or duration_seconds) segmented by dataset_group. Both reports are computed locally from the supplied data with no external lookups.
Example use cases
ETL pipeline deduplication audit
“Here are 150 rows from my nightly ETL job logs with row_id, dataset_group, date, processed_rows, and duration_seconds — deduplicate any exact duplicates and give me a grouped summary of processed_rows by dataset_group.”
Throughput summary by data category
“I've got transformation throughput records for groups like 'ingest', 'transform', and 'export' — can you deduplicate them and summarize the duration_seconds by dataset_group so I can see which stage takes longest?”
Data quality check before reporting
“Before I send my throughput report, run deduplication on these records and give me a grouped numeric summary of processed_rows by dataset_group — I want to make sure I'm not double-counting anything.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-040?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 transformation throughput records and need both exact row deduplication AND a grouped numeric summary in a single paid call. Ideal for data engineers validating ETL outputs, cleaning pipeline logs, or preparing throughput reports segmented by dataset group. Best when you need two complementary analyses (deduplication + grouping) from one $0.01 call rather than calling separate endpoints.
Side effects
- Input array is empty or exceeds 200 rows — validation error
- Required fields (row_id, dataset_group, date, processed_rows, duration_seconds) missing from one or more rows — schema validation failure
- Date fields not matching YYYY-MM-DD pattern — rejected by pattern validation
- Numeric fields outside allowed range — rejected by min/max constraints
- Invalid field enum value (not processed_rows or duration_seconds) — rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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