# Render Jobs Data Quality Suite: Audit + Deduplication + Histogram

> Render Jobs Data Quality Suite: Audit + Deduplication + Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-17).

Runs three local analytical reports on render job records — a record quality audit, exact row deduplication, and an equal-width histogram — for up to 200 rows of render_seconds or sample_count data.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-creative-02-219?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-17
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/render-jobs-data-quality-suite-audit-deduplication-histogram-03935e79
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_of1EERBv-XoxkQhKz0VEU

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-data-quality-suite-audit-deduplication-histogram-03935e79 -d '<json body>'
```

Example prompt: I have a batch of render job records with render_seconds and sample_count — can you run a quality audit, deduplicate exact rows, and give me a 10-bin histogram on render_seconds for up to 200 rows?

## When to prefer this

Choose this endpoint when you have render job records (render_seconds, sample_count) and need three combined analytical reports — quality audit, deduplication, and histogram — in a single low-cost call. Ideal for pre-processing rendering pipeline data before downstream analysis, catching data quality issues early, or profiling render time distributions across asset groups. Best when your dataset is 200 rows or fewer and you want offline, deterministic computation with no external dependencies.

## Known failure modes

- More than 200 rows submitted — request will be rejected or truncated
- Invalid date format in rows (must match YYYY-MM-DD pattern)
- Missing required fields (row_id required, minLength 1)
- bins parameter out of range (must be 1–30)
- field enum value not recognized (must be render_seconds or sample_count)
- Numeric values outside allowed range (-1e12 to 1e12)
- Empty rows array (minItems 1 required)

## How this service works

Render jobs — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram for supplied render jobs records (render_seconds, sample_count). 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 reports: (1) a record quality audit flagging nulls, out-of-range values, and field-level issues per row; (2) an exact row deduplication report identifying and removing duplicate records; (3) an equal-width histogram with configurable bins (1–30) for either render_seconds or sample_count. All computed locally from supplied data with no external lookups.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "bins": {
   "type": "integer",
   "default": 5,
   "maximum": 30,
   "minimum": 1
  },
  "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
  },
  "field": {
   "enum": [
    "render_seconds",
    "sample_count"
   ],
   "type": "string",
   "default": "render_seconds"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/render-jobs-data-quality-suite-audit-deduplication-histogram-03935e79/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)