# Software Quality Exact Row Deduplication

> Software Quality 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 2026-10-16).

Removes exact duplicate rows from software quality issue tracking datasets (up to 200 records) and returns a deduplicated result set.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-analytics-software-quality-deduplicate?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-16
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/software-quality-exact-row-deduplication-e0087184
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_1fPPcpWG1fO9lrhukMN9J

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 software-quality-exact-row-deduplication-e0087184 -d '<json body>'
```

Example prompt: I have a batch of up to 200 software quality records — each with a row_id, component name, date, issues_opened, and issues_closed — and I need you to remove any exact duplicate rows and give me back the clean, deduplicated set.

## When to prefer this

Choose this endpoint when you have up to 200 software quality issue-tracking records with structured fields (component, date, issues_opened, issues_closed) and need exact row deduplication with no external enrichment. Ideal for pre-processing pipelines, data hygiene before analytics, or merging overlapping data exports where identical rows may appear.

## Known failure modes

- Batch exceeds 200 rows — request will be rejected or truncated
- Missing required fields (row_id, component, date, issues_opened, issues_closed) cause validation errors
- Invalid date format (not YYYY-MM-DD) triggers schema rejection
- Numeric values outside allowed range cause field-level errors
- Empty array input returns error due to minItems:1 constraint

## How this service works

Software quality - Exact row deduplication: Exact row deduplication for Software quality. 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

Returns the input records with exact duplicate rows removed, preserving only unique entries. The response includes the cleaned set of software quality rows (with row_id, component, date, issues_opened, issues_closed), with no external enrichment or forecasting applied.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/software-quality-exact-row-deduplication-e0087184/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)