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Dataset Partition Sizes — Duplicate Key Report + Equal-Width Histogram
x402
Dataset Partition Sizes — Duplicate Key Report + Equal-Width Histogram 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 supplied dataset partition size records (row_count, file_mb) to produce a duplicate key report and an equal-width histogram in a single call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Dataset partition sizes — Duplicate key report + Equal-width histogram: Duplicate key report + Equal-width histogram for supplied dataset partition sizes records (row_count, file_mb). 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 flagging any row_id values that appear more than once in the supplied records, and (2) an equal-width histogram bucketing the chosen numeric field (row_count or file_mb) into the specified number of bins, with counts per bin. No external data is fetched; all analysis is performed locally on the supplied rows.
Example use cases
ETL pipeline partition audit
“I have 120 partition log entries from our nightly ETL run — each has a row_id, dataset_group, date, row_count, and file_mb. Can you check them for duplicate keys and show me a 10-bin histogram of file_mb so I know if any partitions are unusually large?”
Data lake storage distribution check
“Here are 80 records from our data lake partition registry. Run a duplicate key report on them and give me a 5-bin equal-width histogram of row_count so I can see how row counts are spread across partitions.”
Dataset inventory quality review
“I'm reviewing a dataset inventory with 200 partition entries across several dataset groups. Can you find any duplicate row IDs in this set and produce a 15-bin histogram of their file sizes in MB?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-07-064?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a duplicate key check and a histogram distribution report on dataset partition metadata in a single low-cost call. It is purpose-built for partition-level data quality audits (row_count and file_mb fields) and requires no external connectivity. Prefer it over general-purpose analytics tools when you have up to 200 structured partition records and want two complementary reports — uniqueness and distribution — for a flat $0.01 USDC.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required row fields (row_id, dataset_group, date, row_count, file_mb) causes rejection
- bins value outside 1–30 range returns a schema error
- Invalid date format (not YYYY-MM-DD) fails validation
- Numeric field values outside ±1,000,000,000,000 are rejected
- Empty rows array returns an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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