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Render Jobs Deduplication and Category Frequency Analyzer
x402
Render Jobs Deduplication and Category Frequency Analyzer is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-22).
Deduplicates exact rows and computes category frequencies for render job records (render_seconds, sample_count) in a single call returning two reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Render jobs — Exact row deduplication + Category frequencies: Exact row deduplication + Category frequencies for supplied render jobs records (render_seconds, sample_count). 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 analytical reports: (1) an exact row deduplication report identifying which of the up to 200 submitted render job rows are duplicates and which are unique, and (2) a category frequency report showing how often each asset_group value appears across the submitted records. No external lookups or predictions are made — all analysis is performed locally on the supplied data.
Example use cases
Clean duplicate render pipeline logs
“I've got a batch of render job logs from our pipeline with row IDs, dates, asset groups, render times, and sample counts, and I suspect there are duplicate entries. Can you deduplicate them exactly and also tell me how often each asset group shows up?”
Audit studio render job distribution
“We have up to 150 render job records from our studio — each has a date, asset group, render_seconds, and sample_count. Can you run a deduplication pass and give me a frequency breakdown by asset group so I know which categories are most active?”
QA check on submitted render data
“Before we process this render job dataset, I need to verify there are no exact duplicate rows and understand the category frequency distribution across asset groups. The records include render_seconds and sample_count fields. Can you generate both reports for me?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-02-041?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 render job records and need both exact deduplication and category frequency analysis in a single low-cost call ($0.01 USDC). It is ideal for data quality checks on render pipeline outputs where the data is already available locally and no external enrichment, prediction, or live lookup is needed. Prefer alternatives if you need more than 200 rows, require outlier detection, ranking, or time-series analysis, or need to analyze fields beyond render_seconds and sample_count.
Side effects
- Fewer than 1 row submitted returns a validation error
- More than 200 rows submitted exceeds the limit and is rejected
- Rows missing required fields (row_id, asset_group, date, render_seconds, sample_count) cause schema validation failure
- Invalid date format (not YYYY-MM-DD) causes a pattern validation error
- Numeric fields exceeding the allowed magnitude bounds are rejected
- Empty or malformed JSON body returns a parse error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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