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Validation Rule Results — Duplicate Key Report + Numeric Interval Filter
x402
Validation Rule Results — 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 2026-10-14).
Analyzes validation rule result records to detect duplicate row keys and filter rows by a numeric interval on passed_rules or total_rules fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Validation rule results — Duplicate key report + Numeric interval filter: Duplicate key report + Numeric interval filter for supplied validation rule results records (passed_rules, total_rules). 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 a duplicate key report identifying any row_id values that appear more than once in the submitted records, along with the subset of records whose chosen numeric field (passed_rules or total_rules) falls within the specified minimum/maximum interval.
Example use cases
Detect duplicate row keys in pipeline QA
“I've got a batch of validation rule results from our data pipeline — can you find any rows with duplicate row IDs? The records include row-1 through row-50 across group-a and group-b, with passed_rules and total_rules values for each day in October 2026.”
Filter validation records by passing rule threshold
“From my validation dataset, show me only the records where total_rules falls between 10 and 100 — I want to focus on mid-range rule counts and also flag any duplicate row IDs in the same pass.”
Audit dataset group quality scores
“I need to audit group-a's validation records for duplicates and filter on passed_rules between 0 and 25, using this dataset: row-1 (group-a, 2026-10-01, passed=10, total=1), row-2 (group-a, 2026-10-02, passed=20, total=4), row-2 (group-a, 2026-10-03, passed=5, total=2).”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-08-059?utm_source=zero.xyzWhen to prefer
Use this endpoint when you have a batch of validation rule result records and need to simultaneously identify duplicate row keys AND filter the records to a numeric range on passed_rules or total_rules. Ideal for data quality pipelines where you need both deduplication detection and interval-based subsetting in a single call. Not suited for general-purpose duplicate detection outside validation rule contexts or for non-numeric field filtering.
Side effects
- Empty rows array or fewer than 1 item returns a validation error
- Rows missing required fields (row_id, dataset_group, date, passed_rules, total_rules) are rejected
- Date strings not matching YYYY-MM-DD pattern cause schema rejection
- More than 200 rows submitted exceeds the maxItems limit and returns an error
- minimum greater than maximum may return an empty filtered result set
- numeric values outside ±1,000,000,000,000 are rejected by schema
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| maximum | number | |
| minimum | number |
Tags
x402
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