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Schema Conformity — Record Quality Audit + Exact Row Deduplication + Duplicate Key Report
x402
Schema Conformity — Record Quality Audit + Exact Row Deduplication + 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 2026-10-14).
Runs three local analytical reports on schema conformity records: a record quality audit, exact row deduplication, and a duplicate key report — for up to 200 rows of valid_records/checked_records data.
Price / call$0.01
Success—
StatusUnknown
How this service works
Schema conformity — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied schema conformity records (valid_records, checked_records). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Returns three independent analytical reports: (1) a record quality audit highlighting issues in the supplied conformity records, (2) an exact row deduplication result identifying and removing identical rows, and (3) a duplicate key report listing row_ids or keys that appear more than once — all computed locally without external lookups.
Example use cases
Data pipeline conformity audit
“I have 50 schema conformity records from our ETL pipeline across two dataset groups — can you run a record quality audit, deduplicate exact rows, and give me a duplicate key report? Each row has a row_id, date, dataset_group, valid_records, and checked_records.”
QA check before reporting
“Before I publish our monthly data quality report, can you check these 120 conformity records for quality issues, find any exact duplicate rows, and identify duplicate keys? The rows cover multiple dataset groups with daily dates through October 2026.”
Deduplication of conformity log
“Our schema conformity log might have repeated entries — can you audit the record quality, strip out exact duplicate rows, and tell me which keys appear more than once? I'll send you up to 80 rows with row_id, date, dataset_group, valid_records, and checked_records fields.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-02-209?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three bundled data-quality reports (quality audit, exact deduplication, duplicate key detection) on schema conformity records in a single low-cost call. Ideal for datasets up to 200 rows where no external lookup or prediction is needed — purely local analytical computation on your supplied valid_records and checked_records data.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, date, valid_records, checked_records) — validation error
- date field not matching YYYY-MM-DD pattern — schema validation failure
- Empty rows array (minItems:1 not satisfied) — error returned
- Non-numeric values in valid_records or checked_records — type validation failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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