# Data Ingestion Batches — Record Quality Audit + Exact Row Deduplication + Duplicate Key Report

> Data Ingestion Batches — Record Quality Audit + Exact Row Deduplication + Duplicate Key Report 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 analytical reports on up to 200 data ingestion batch records: a record quality audit, exact row deduplication, and a duplicate key report — all from supplied data, no external lookups.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-analytics-01-209?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/data-ingestion-batches-record-quality-audit-exact-row-deduplication-a5822aa1
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_SWClrBPCPuGJpKKVuHMj8

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 data-ingestion-batches-record-quality-audit-exact-row-deduplication-a5822aa1 -d '<json body>'
```

Example prompt: Can you run the three-in-one ingestion batch analysis — quality audit, exact row deduplication, and duplicate key report — on these records: row-1 for group-a on 2026-10-01 with 10 received and 1 accepted, row-2 for group-b on 2026-10-02 with 20 received and 2 accepted, and row-3 for group-a on 2026-10-03 with 15 received and 3 accepted?

## When to prefer this

Choose this endpoint when you need all three analytical reports — quality audit, exact deduplication, and duplicate key detection — on the same ingestion batch dataset in a single call, at a low fixed cost of $0.01 USDC for up to 200 rows. It is ideal for data engineering workflows where the data is already available locally and no external enrichment, live lookup, or prediction is needed. Prefer alternatives if you need only one report type, need to process more than 200 rows at once, or require real-time external data validation.

## Known failure modes

- Exceeding 200 rows causes a validation error
- Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) triggers a schema validation failure
- Malformed date strings not matching YYYY-MM-DD pattern are rejected
- Values outside the allowed numeric range (-1,000,000,000,000 to 1,000,000,000,000) are rejected
- Submitting an empty rows array (minItems: 1 not met) returns an error
- Payment of 0.01 USDC not fulfilled results in 402 Payment Required response

## How this service works

Data ingestion batches — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied data ingestion batches records (received_rows, accepted_rows). 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 analytical reports: (1) a record quality audit highlighting anomalies or issues in the supplied rows, (2) an exact row deduplication report identifying records that are byte-for-byte identical across all fields, and (3) a duplicate key report flagging rows sharing the same key fields (such as row_id or dataset_group+date combinations). All analysis is performed locally on supplied data with no external calls.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/data-ingestion-batches-record-quality-audit-exact-row-deduplication-a5822aa1/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)