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Data Validation Results — Duplicate Key Report
x402
Data Validation Results — Duplicate Key Report is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-16).
Analyzes up to 200 data validation records to identify duplicate keys across rules and dates, returning a bounded duplicate key report.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data validation results - Duplicate key report: Duplicate key report for Data validation results. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded duplicate key report report.
Output
A duplicate key report summarizing which row_id values appear more than once across the submitted validation records, grouped or flagged by rule and date context, with counts of checked and failed records for each duplicate occurrence.
Example use cases
ETL pipeline duplicate key audit
“I just ran our nightly ETL validation job and have 50 rows of results with row IDs, rule names, dates, and pass/fail counts — can you check them for any duplicate keys so I know which validation rules are producing collisions before I push to production?”
Data quality dashboard anomaly check
“Our data quality dashboard has flagged some suspicious patterns. Here are 120 validation result records with row IDs, rule groups, dates, checked record counts, and failed record counts — run a duplicate key report so we can see which row IDs appear more than once.”
Regulatory compliance validation audit
“I need to submit a clean validation report for compliance review. Can you take these 80 validation result rows — each with a row_id, rule name like 'group-a' or 'group-b', a date in YYYY-MM-DD format, and checked and failed record counts — and generate a duplicate key report so I can confirm there are no repeated identifiers?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ar-analytics-validation-results-key-duplicates?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have structured data validation result records (with row IDs, rules, dates, and pass/fail counts) and need a fast, cheap ($0.01 USDC) local duplicate key analysis without sending data to an external enrichment or forecasting service. Ideal for CI/CD pipelines, data quality dashboards, or compliance audits where you want a bounded, deterministic duplicate key report on up to 200 records.
Side effects
- Empty rows array or missing required fields (row_id, rule, date) returns a validation error
- More than 200 rows submitted returns a schema rejection
- Malformed date format (not YYYY-MM-DD) causes a pattern validation failure
- Non-numeric values in checked_records or failed_records fields cause type errors
- Payment of 0.01 USDC not completed results in HTTP 402 and no report returned
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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