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Exchange Quote Observations — Duplicate Key Report + Numeric Row Ordering
x402
Exchange Quote Observations — Duplicate Key Report + 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 2026-10-23).
Analyzes up to 200 exchange quote rows (bid_price/ask_price) to produce a duplicate key report and numeric row ordering, using local analytical engines with no external lookups.
Price / call$0.01
Success—
StatusUnknown
How this service works
Exchange quote observations — Duplicate key report + Numeric row ordering: Duplicate key report + Numeric row ordering for supplied exchange quote observations records (bid_price, ask_price). 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
Two analytical reports: (1) a duplicate key report identifying rows with repeated key values within the supplied exchange quote observations, and (2) a numeric row ordering ranking rows by the selected field (bid_price or ask_price). Both reports are computed locally from the supplied data with no external lookups.
Example use cases
Duplicate key audit for daily quotes
“I've got 150 rows of daily exchange quote observations with row IDs, instrument groups, dates, and bid/ask prices — can you run a duplicate key report on them and also give me a numeric row ordering by bid_price?”
Validate uniqueness in ask price dataset
“Before I import this batch of 80 exchange quote records into our system, please check for any duplicate keys and order the rows numerically by ask_price so I can spot anomalies.”
Data quality check for FX quote feed
“Run a duplicate key report and numeric row ordering on these FX quote observations for the bid_price field — I need to know if any row IDs or instrument/date combos are repeated across my 200-row dataset.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-finance-04-058?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, local duplicate-key detection and numeric ordering of exchange quote observation datasets of up to 200 rows, with no external data dependencies. It bundles two analytical reports in a single $0.01 USDC call, making it cost-efficient for data quality checks on bid/ask price records before ingestion or downstream processing.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, instrument_group, date, bid_price, ask_price) causes rejection
- Invalid date format (non-YYYY-MM-DD) fails schema validation
- Price values outside ±1,000,000,000,000 range rejected
- Empty rows array not accepted (minimum 1 item required)
- Invalid field enum value (must be bid_price or ask_price)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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