# Batch Job Resources — Exact Row Deduplication

> Batch Job Resources — Exact Row Deduplication 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).

Removes exact duplicate rows from batch job resource records (up to 200 rows) and returns a local deduplication report with no external enrichment.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ar-analytics-batch-job-resources-deduplicate?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-19
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/batch-job-resources-exact-row-deduplication-3bdfe05a
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_ShJhJB1dotyW7RpNyGhS2

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 batch-job-resources-exact-row-deduplication-3bdfe05a -d '<json body>'
```

Example prompt: I have a list of batch job resource records — job names, dates, duration in seconds, and peak memory in MB — and I want to check for and remove any exact duplicate rows. Can you run a deduplication report on these records for me?

## When to prefer this

Choose this endpoint when you have a small-to-medium batch (up to 200 rows) of typed batch job resource records and need a fast, local exact-match deduplication report without any external data enrichment or ML-based fuzzy matching. It is purpose-built for job resource logs with a fixed schema (job, date, duration_seconds, peak_memory_mb).

## Known failure modes

- Fewer than 1 row submitted returns a validation error
- More than 200 rows submitted exceeds the batch limit and is rejected
- Rows missing required fields (row_id, job, date, duration_seconds, peak_memory_mb) fail schema validation
- Date values not matching YYYY-MM-DD format are rejected
- Payment failure (insufficient USDC balance) blocks execution

## How this service works

Batch job resources - Exact row deduplication: Exact row deduplication for Batch job resources. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded exact row deduplication report.

## Output

A deduplication report identifying which of the submitted batch job resource rows are exact duplicates, listing duplicate row IDs and counts, and summarizing how many unique rows remain after deduplication. No external enrichment or forecasting is included.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/batch-job-resources-exact-row-deduplication-3bdfe05a/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)