# Manufacturing Output - Exact Row Deduplication

> Manufacturing Output - 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 2026-10-15).

Removes exact duplicate rows from manufacturing output records (line, date, units, defects) and returns a deduplicated dataset of up to 200 typed records.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-analytics-manufacturing-output-deduplicate?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/manufacturing-output-exact-row-deduplication-b4a2b5ac
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_pgVCmVOdvTiYiaZLDTfEV

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 manufacturing-output-exact-row-deduplication-b4a2b5ac -d '<json body>'
```

Example prompt: I have a batch of up to 50 manufacturing output records with fields like row_id, line, date, units, and defects — some rows are exact duplicates. Can you deduplicate them and give me back only the unique records?

## When to prefer this

Choose this endpoint when you need fast, local exact-row deduplication on manufacturing output records (line, date, units, defects) with up to 200 rows, at low cost ($0.01 USDC). It performs no external enrichment or ML-based fuzzy matching — ideal for strict exact-match deduplication as a lightweight data-cleaning step before downstream analytics or storage.

## Known failure modes

- Input array is empty or missing (minItems:1 violation)
- More than 200 rows submitted (maxItems:200 exceeded)
- Date field does not match YYYY-MM-DD pattern
- row_id is blank or missing (minLength:1 required)
- units or defects values exceed numeric bounds (±1,000,000,000,000)
- Additional properties included in row objects (additionalProperties:false)
- Payment not provided or insufficient USDC balance

## How this service works

Manufacturing output - Exact row deduplication: Exact row deduplication for Manufacturing output. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded exact row deduplication deliverable.

## Output

A deduplicated list of manufacturing output records where exact duplicate rows (matching all fields: line, date, units, defects) have been removed. The response includes only the unique rows, preserving the original typed structure with row_id, line, date, units, and defects fields.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/manufacturing-output-exact-row-deduplication-b4a2b5ac/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)