# Transformation Throughput — Duplicate Key Report + Base-100 Series

> Transformation Throughput — Duplicate Key Report + Base-100 Series is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-28).

Analyzes user-supplied transformation throughput records to produce a duplicate key report and a Base-100 indexed series for processed_rows or duration_seconds metrics.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-analytics-13-063?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-28
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/transformation-throughput-duplicate-key-report-base-100-series-022f1c13
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_wn8hPsRx1VD0IWLzzMMYU

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 transformation-throughput-duplicate-key-report-base-100-series-022f1c13 -d '<json body>'
```

Example prompt: Check my ETL throughput records for duplicate row IDs and also give me a Base-100 index of processed_rows starting from the first row — here are my records: row-1 on 2026-10-01 for group-a had 10000 processed rows in 5 seconds, row-2 on 2026-10-02 for group-b had 15000 processed rows in 8 seconds, and row-3 on 2026-10-03 for group-a had 10000 processed rows in 6 seconds.

## When to prefer this

Choose this endpoint when you have up to 200 transformation throughput records and need both a duplicate key audit and a relative Base-100 index in a single call. It is ideal for data engineers who want to quickly validate row ID uniqueness and normalize processed_rows or duration_seconds metrics against a baseline row without setting up a local analytics environment. Prefer it over general-purpose analytics tools when you need a lightweight, pay-per-use report with no external data dependencies.

## Known failure modes

- Fewer than 1 row submitted — validation error
- More than 200 rows submitted — exceeds maxItems limit
- Missing required fields (row_id, date, dataset_group, processed_rows, duration_seconds) — schema validation failure
- Invalid date format (not YYYY-MM-DD) — pattern validation error
- base_index out of range (>= number of submitted rows) — index error
- Payment of 0.01 USDC not provided — x402 payment required response

## How this service works

Transformation throughput — Duplicate key report + Base-100 series: Duplicate key report + Base-100 series for supplied transformation throughput records (processed_rows, duration_seconds). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

## Output

Returns two independent analytical reports: (1) a duplicate key report listing any row_id values that appear more than once across the submitted records, and (2) a Base-100 series that normalizes the selected metric (processed_rows or duration_seconds) relative to the record at the specified base_index, showing indexed values for each row. Both reports are computed locally from the supplied data with no external lookups.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "dataset_group",
     "date",
     "processed_rows",
     "duration_seconds"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "dataset_group": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "processed_rows": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "duration_seconds": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "dataset_group": "group-a",
     "processed_rows": 10,
     "duration_seconds": 1
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "dataset_group": "group-b",
     "processed_rows": 20,
     "duration_seconds": 2
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "dataset_group": "group-a",
     "processed_rows": 15,
     "duration_seconds": 3
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "dataset_group": "group-b",
     "processed_rows": 30,
     "duration_seconds": 4
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "processed_rows",
    "duration_seconds"
   ],
   "type": "string",
   "default": "processed_rows"
  },
  "base_index": {
   "type": "integer",
   "default": 0,
   "maximum": 199,
   "minimum": 0
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/transformation-throughput-duplicate-key-report-base-100-series-022f1c13/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)