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Data Ingestion Batches — Duplicate Key Report + Grouped Numeric Summary
x402
Data Ingestion Batches — Duplicate Key Report + 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 2026-10-18).
Analyzes up to 200 data ingestion batch records to produce a duplicate row_id report and a grouped numeric summary of received_rows or accepted_rows by dataset group.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data ingestion batches — Duplicate key report + Grouped numeric summary: Duplicate key report + Grouped numeric summary for supplied data ingestion batches records (received_rows, accepted_rows). 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 any row_ids that appear more than once in the submitted records, and (2) a grouped numeric summary aggregating the selected field (received_rows or accepted_rows) by dataset_group — all computed locally without external lookups.
Example use cases
ETL pipeline duplicate detection
“I have 150 records from our nightly ingestion batch with row_id, dataset_group, date, received_rows, and accepted_rows — can you find any duplicate row IDs and also give me a summary of received_rows grouped by dataset_group?”
Accepted rows quality audit by group
“Run a duplicate key check and grouped summary on my ingestion batch data — I want to see which dataset groups have the most accepted_rows and catch any repeated row IDs before we commit this batch.”
Data ingestion monitoring dashboard prep
“Here are this week's ingestion batch records across group-a and group-b — can you produce a duplicate row_id report and a grouped breakdown of received_rows so I can spot any anomalies before reporting?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-01-056?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need lightweight, on-demand analytics on a batch of data ingestion records — specifically to detect duplicate row identifiers and produce grouped numeric summaries of ingestion metrics — without needing live lookups, ML predictions, or external integrations. It is ideal for data quality checks in ETL pipelines, pre-commit batch validation, and dashboard preparation where cost efficiency ($0.01 for both reports) and simplicity matter.
Side effects
- Fewer than 1 row submitted — request rejected
- More than 200 rows submitted — exceeds maximum batch size
- Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) — validation error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Numeric values outside allowed range (±1,000,000,000,000) — schema rejection
- Invalid field enum value (not received_rows or accepted_rows) — schema error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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