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Data Ingestion Batches — Duplicate Key Report + Numeric Interval Filter
x402
Data Ingestion Batches — Duplicate Key Report + Numeric Interval Filter is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-19).
Analyzes up to 200 data ingestion batch records to produce a duplicate key report and a numeric interval filter report for received_rows or accepted_rows fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data ingestion batches — Duplicate key report + Numeric interval filter: Duplicate key report + Numeric interval filter 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 which row_ids or key combinations appear more than once across the submitted records, and (2) a numeric interval filter report listing which rows have the specified field (received_rows or accepted_rows) within the supplied minimum and maximum bounds. Both reports are computed locally against the supplied data with no external lookups.
Example use cases
ETL pipeline duplicate key audit
“I have 150 data ingestion batch records from our ETL pipeline and I need to know which row IDs are duplicated, and also which rows have received_rows between 50 and 1000 — can you run both reports on this dataset?”
Ingestion acceptance rate interval check
“Run a duplicate key check and a numeric interval filter on my ingestion batch data — flag any duplicates and show me only the rows where accepted_rows falls between 100 and 5000.”
Daily batch quality validation
“For today's data ingestion batch, scan these 80 records for any duplicate row IDs and filter down to records where received_rows is between 0 and 200 so I can review what actually made it through.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-01-059?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a duplicate key audit and a numeric range filter on data ingestion batch records (received_rows, accepted_rows) in a single low-cost call. It is ideal for lightweight ETL data quality checks on batches up to 200 rows without needing a full data warehouse or external analytics service. At $0.01 USDC for two reports, it is cost-effective for frequent automated pipeline validation.
Side effects
- More than 200 rows submitted — request rejected or truncated
- Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) — validation error
- Invalid date format not matching YYYY-MM-DD pattern — schema validation failure
- Numeric values outside the allowed range (±1,000,000,000,000) — rejection
- minimum greater than maximum for interval filter — may return empty filter results
- Payment not included or insufficient USDC — 402 Payment Required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| maximum | number | |
| minimum | number |
Tags
x402
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