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Transformation Throughput Analytics — Daily Sum Series + Keyed Dataset Comparison
x402
Transformation Throughput Analytics — Daily Sum Series + Keyed Dataset Comparison 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).
Computes a daily sum time series and a keyed dataset comparison for transformation throughput metrics (processed_rows, duration_seconds) across up to 200 supplied records.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Daily sum series + Keyed dataset comparison: Daily sum series + Keyed dataset comparison 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 daily sum time series aggregating the chosen field (processed_rows or duration_seconds) by date, and (2) a keyed dataset comparison report highlighting differences between the primary and secondary supplied datasets, grouped by dataset_group keys.
Example use cases
ETL pipeline run comparison
“I ran our ETL pipeline twice last week with slightly different configs — here are both sets of records with date, dataset_group, processed_rows, and duration_seconds. Can you show me the daily total of processed_rows for each run and highlight where they differ?”
Daily throughput trend for data ingestion
“Here are 150 rows from our ingestion jobs over the past month, each with a date and processed_rows count. Give me a daily sum series of processed_rows and compare it against our baseline run from last month.”
Duration performance audit across groups
“I need to audit how long our transformation jobs are taking each day. Here's my dataset with date, dataset_group, and duration_seconds for each job. Can you compute the daily sum of duration_seconds and compare it against our previous benchmark dataset?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-144?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have locally-held transformation pipeline records (ETL job logs, ingestion batch records) and need both a date-bucketed cumulative view and a side-by-side group comparison in a single $0.01 call, without requiring any external data fetching, prediction, or real-time system access.
Side effects
- Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) causes validation error
- Date strings not matching YYYY-MM-DD pattern are rejected
- Input arrays exceeding 200 rows are rejected
- Empty rows array (minItems: 1 violated) returns error
- Null numeric values are allowed but may affect sum accuracy — nulls excluded from aggregation
- No live data lookup — results depend entirely on supplied input quality
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| other | array |
Tags
x402
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