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Data Ingestion Batches — Duplicate Key Report + Base-100 Series
x402
Data Ingestion Batches — Duplicate Key Report + Base-100 Series 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 base-100 indexed series for received_rows or accepted_rows metrics.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data ingestion batches — Duplicate key report + Base-100 series: Duplicate key report + Base-100 series 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 rows with repeated key combinations across the submitted batch records, and (2) a base-100 indexed series for the selected metric field (received_rows or accepted_rows), normalized relative to the specified base index row — all computed locally without external lookups.
Example use cases
Audit ingestion logs for duplicate keys
“I have 50 rows of daily ingestion batch records with row IDs, dataset groups, dates, and received/accepted row counts — can you check them for any duplicate keys and also give me a base-100 series on received_rows anchored to the first row?”
Normalize accepted rows for trend comparison
“Take these 120 data ingestion batch records and produce a base-100 indexed series on accepted_rows starting from index 0, and flag any duplicate row IDs at the same time.”
Pipeline data quality check before reporting
“Before I send my weekly pipeline report, can you scan these ingestion batch records for duplicate dataset_group and date key combinations, and index the received_rows as a base-100 series so I can see relative growth?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-01-063?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both duplicate key detection and base-100 normalization on data ingestion batch records (received_rows/accepted_rows) in a single call. It is optimized for ingestion pipeline data with row_id, dataset_group, and date keys, and bundles two analytical reports for a single flat fee. Prefer it over separate analytics calls when your data fits within 200 rows and you want offline, deterministic computation with no external data dependencies.
Side effects
- Fewer than 1 or more than 200 rows submitted — request rejected
- Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) — validation error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- base_index out of range (0–199) — parameter error
- Numeric values outside allowed range (±1,000,000,000,000) — validation error
- Payment of 0.01 USDC not included — 402 Payment Required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| base_index | integer |
Tags
x402
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