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Data Ingestion Batches — Exact Row Deduplication + Numeric Row Ordering
x402
Data Ingestion Batches — Exact Row Deduplication + 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 2026-10-19).
Deduplicates rows and produces numerically ordered row analytics for data ingestion batch records (received_rows, accepted_rows) across up to 200 rows in two independent reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data ingestion batches — Exact row deduplication + Numeric row ordering: Exact row deduplication + Numeric row ordering 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 for the supplied ingestion batch rows: (1) an exact row deduplication report identifying and removing duplicate records, and (2) a numerically ordered row report ranking rows by the selected field (received_rows or accepted_rows). Both reports are computed locally from the supplied data with no external lookups.
Example use cases
Pipeline ingestion duplicate audit
“I've got 150 rows from our data ingestion pipeline with row IDs, dataset groups, dates, and received_rows counts — can you deduplicate them exactly and give me a numerically ordered report on received_rows?”
Accepted rows quality check
“Here are 80 ingestion batch records with row_id, dataset_group, date, received_rows, and accepted_rows fields — run exact deduplication and numeric ordering on accepted_rows and give me both reports.”
Multi-group batch ingestion analysis
“We have ingestion logs from two dataset groups over the past week, up to 200 rows total, with received_rows and accepted_rows — can you deduplicate the rows and produce a numerically ordered summary for received_rows?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-01-042?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both exact row deduplication and numeric ordering analytics on data ingestion batch records (received_rows/accepted_rows) in a single low-cost call, without requiring external data lookups or live pipeline access. It is ideal for batch sizes up to 200 rows where local analytical computation suffices and you want two bundled reports for $0.01 USDC.
Side effects
- More than 200 rows submitted — request rejected due to maxItems constraint
- 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
- Empty rows array — minItems constraint violation
- Payment not provided or insufficient — x402 payment required error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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