# Render Jobs Deduplication and Category Frequency Analyzer

> 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.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-creative-02-041?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-22
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/render-jobs-deduplication-and-category-frequency-analyzer-7a789a15
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_xb9hrTWHRxbxf7JOYVRHK

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability render-jobs-deduplication-and-category-frequency-analyzer-7a789a15 -d '<json body>'
```

Example prompt: Can you deduplicate my render job records and give me the category frequency breakdown? I have rows with asset groups like 'group-a' and 'group-b', render_seconds, and sample_count values — up to 200 rows — and I need both the exact-duplicate report and the per-category frequency counts in one go.

## When to prefer this

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.

## Known failure modes

- 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

## 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.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "asset_group",
     "date",
     "render_seconds",
     "sample_count"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "asset_group": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "sample_count": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "render_seconds": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "asset_group": "group-a",
     "sample_count": 1,
     "render_seconds": 10
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "asset_group": "group-b",
     "sample_count": 2,
     "render_seconds": 20
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "asset_group": "group-a",
     "sample_count": 3,
     "render_seconds": 15
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "asset_group": "group-b",
     "sample_count": 4,
     "render_seconds": 30
    }
   ],
   "maxItems": 200,
   "minItems": 1
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/render-jobs-deduplication-and-category-frequency-analyzer-7a789a15/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)