# OAI-PMH Repository Harvester (`datamule/oai-pmh-repository-harvester`) Actor

Point at ANY OAI-PMH endpoint (arXiv, DSpace, EPrints, Invenio, OJS and thousands more) and get flat metadata rows — identifier, datestamp, title, creators, subjects, publisher, date, rights — plus lossless raw XML. All 6 verbs, incremental from/until, resumptionToken paging. Pay per record.

- **URL**: https://apify.com/datamule/oai-pmh-repository-harvester.md
- **Developed by:** [Datamule](https://apify.com/datamule) (community)
- **Categories:** Developer tools
- **Stats:** 2 total users, 0 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.35 / 1,000 records

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js/docs.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python/docs.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## OAI-PMH Repository Harvester

Point at **any OAI-PMH endpoint** and get clean, flat metadata rows — plus the lossless raw
XML of every record. One actor, the entire open-repository world.

**OAI-PMH** (the Open Archives Initiative Protocol for Metadata Harvesting) is *the*
metadata-interoperability standard of the scholarly, library, cultural-heritage and
institutional-repository world. Every conforming provider — no matter what software it runs
(**DSpace, EPrints, Invenio, OJS**, or a custom stack) — answers the identical six-verb HTTP
grammar and returns the same `<OAI-PMH>` XML envelope. Anonymous read is the whole point of the
protocol, so this single actor works against the **~4,000–8,000 repositories** indexed by
OpenDOAR / ROAR / BASE. No per-repository scraper, no host enumeration — just the base URL.

### What you can harvest

Pick a **verb** and point `sources` at one or more OAI base URLs:

| Verb | What you get (one row per…) |
|------|------------------------------|
| **ListRecords** *(default)* | full metadata record — identifier, datestamp, sets, title, creators, subjects, description, publisher, date, type, rights, DC identifiers + raw XML |
| **ListIdentifiers** | lightweight header — identifier, datestamp, sets, deleted flag |
| **Identify** | repository census — name, base URL, protocol version, admin emails, granularity, earliest datestamp, deleted-record policy |
| **ListSets** | a harvestable set — setSpec, setName |
| **ListMetadataFormats** | a supported format — prefix, schema, namespace |
| **GetRecord** | a single record by identifier |

### Why one actor covers thousands of sources

The wire format varies in exactly the ways a naive parser trips on — and this runner handles
all of them:

- **Namespaces & prefixes differ.** arXiv serves `<oai_dc:dc><dc:title>`; another provider uses
  an un-prefixed `<dc><title>` under a default namespace. **Every element is matched by its
  local name**, so prefixes and namespace URIs never matter.
- **resumptionToken pagination.** Large result sets are returned page by page; the actor follows
  the server's cursor automatically up to your global `maxRecords` cap.
- **Incremental harvesting.** `from` / `until` datestamp windows (either `YYYY-MM-DD` or full ISO
  granularity) let you pull only what changed — OAI's native delta harvest.
- **Deleted records** (`status="deleted"`) are captured as `deleted: true`, never a crash.
- **Flow control.** Busy repositories that answer `HTTP 503 + Retry-After` are backed off politely.
- **Non-DC schemas** (MARCXML, MODS, …) still yield a structured `fields` map plus the lossless
  `_raw` — nothing is ever dropped.

Every optional field is nullable, so a record missing a publisher/date/language simply yields
`null` for that column. Point it at several repositories at once — an unreachable or non-OAI host
is skipped with a warning and the batch continues.

### Example input

```json
{
  "sources": ["https://export.arxiv.org/oai2"],
  "verb": "ListRecords",
  "metadataPrefix": "oai_dc",
  "set": "cs",
  "from": "2024-01-01",
  "maxRecords": 5000
}
````

Discover a repository first with `verb: "Identify"` (the census) or `verb: "ListSets"` (its
harvestable sets), then harvest the set you want.

### Example endpoints

`https://export.arxiv.org/oai2` (arXiv) · `https://dspace.mit.edu/oai/request` (DSpace) ·
`https://zenodo.org/oai2d` (Invenio/Zenodo) · `https://pub.uni-bielefeld.de/oai` ·
`https://api.archives-ouvertes.fr/oai/hal` (HAL) · any EPrints / OJS / DSpace / Invenio install.

### Output

One flat row per item with a shared, fully-nullable column set (unused columns are `null` for the
chosen verb) plus a lossless `_raw` XML string and `_source` / `_verb` provenance. Results are a
clean table in the Console and available as JSON, CSV or Excel via the dataset API.

### Pricing

**Pay per result** — you are charged one `record` event per row emitted. No subscription, no
platform-usage surprises. An empty selective harvest (`noRecordsMatch`) costs nothing.

### Notes

- Public OAI-PMH repositories require **no authentication** — harvesting is the protocol's
  purpose. An optional bearer token / extra headers can be supplied for gated deployments; they
  are never logged.
- Please harvest responsibly: use `from` / `until` for incremental updates rather than re-pulling
  a whole repository, and respect each provider's stated metadata policy.

# Actor input Schema

## `sources` (type: `array`):

One or more OAI-PMH base URLs — the Open Archives Initiative Protocol for Metadata Harvesting endpoint of ANY conforming repository (DSpace, EPrints, Invenio, OJS, custom). A bare base URL is fine — the actor appends the ?verb query itself. Examples: https://export.arxiv.org/oai2 (arXiv), https://dspace.mit.edu/oai/request (MIT DSpace), https://pub.uni-bielefeld.de/oai (Bielefeld), https://zenodo.org/oai2d (Zenodo/Invenio), https://api.archives-ouvertes.fr/oai/hal (HAL). One actor works against the ~4,000–8,000 repositories indexed by OpenDOAR/ROAR/BASE.

## `verb` (type: `string`):

The OAI-PMH verb to run. ListRecords (default) harvests full metadata records; ListIdentifiers is the lightweight header-only harvest (identifier + datestamp + sets); Identify returns the repository census row; ListSets lists the harvestable sets; ListMetadataFormats lists the supported metadata formats; GetRecord fetches a single record by identifier.

## `metadataPrefix` (type: `string`):

The metadata format to request (ListRecords / ListIdentifiers / GetRecord). oai\_dc (Dublin Core) is the spec-mandated default present on every conforming provider and is flattened to clean columns (title / creators / subjects / description / publisher / date / type / rights …). Other formats (marcxml, mods, oai\_datacite, …) still yield a structured fields map + the lossless raw XML. Not every provider supports every format beyond oai\_dc.

## `set` (type: `string`):

Restrict the harvest to one OAI set (a setSpec, e.g. cs on arXiv for Computer Science). Run the actor once with verb=ListSets to discover a repository's sets. Leave empty to harvest the whole repository.

## `from` (type: `string`):

Incremental harvest lower bound — only records with a datestamp on/after this date (OAI's native incremental harvesting). Format matches the repository's granularity: YYYY-MM-DD or a full ISO 8601 UTC timestamp (YYYY-MM-DDThh:mm:ssZ). Leave empty for no lower bound.

## `until` (type: `string`):

Incremental harvest upper bound — only records with a datestamp on/before this date. Same format as From. Leave empty for no upper bound.

## `identifier` (type: `string`):

The OAI record identifier for verb=GetRecord, e.g. oai:arXiv.org:cs/0208027. Required only for GetRecord; ignored otherwise.

## `maxRecords` (type: `integer`):

A GLOBAL cap on the total number of records/rows to harvest across all sources and all resumptionToken pages (each emitted record is one billable event). Default 1000 (roughly one arXiv page). Increase to auto-paginate through a large result set.

## `bearer` (type: `string`):

Optional bearer token for gated OAI deployments (sent as Authorization: Bearer \*\*\*). Not required for public repositories — anonymous read is the point of the protocol. Never logged.

## `extraHeaders` (type: `object`):

Optional extra HTTP headers as a JSON object, e.g. {"x-api-key": "..."} for gated servers. Not required for public repositories. Header values are never logged.

## Actor input object example

```json
{
  "sources": [
    "https://export.arxiv.org/oai2"
  ],
  "verb": "ListRecords",
  "metadataPrefix": "oai_dc",
  "set": "cs",
  "maxRecords": 1000
}
```

# Actor output Schema

## `results` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "sources": [
        "https://export.arxiv.org/oai2"
    ],
    "metadataPrefix": "oai_dc",
    "set": "cs"
};

// Run the Actor and wait for it to finish
const run = await client.actor("datamule/oai-pmh-repository-harvester").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "sources": ["https://export.arxiv.org/oai2"],
    "metadataPrefix": "oai_dc",
    "set": "cs",
}

# Run the Actor and wait for it to finish
run = client.actor("datamule/oai-pmh-repository-harvester").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "sources": [
    "https://export.arxiv.org/oai2"
  ],
  "metadataPrefix": "oai_dc",
  "set": "cs"
}' |
apify call datamule/oai-pmh-repository-harvester --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=datamule/oai-pmh-repository-harvester",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "OAI-PMH Repository Harvester",
        "description": "Point at ANY OAI-PMH endpoint (arXiv, DSpace, EPrints, Invenio, OJS and thousands more) and get flat metadata rows — identifier, datestamp, title, creators, subjects, publisher, date, rights — plus lossless raw XML. All 6 verbs, incremental from/until, resumptionToken paging. Pay per record.",
        "version": "0.1",
        "x-build-id": "IW80fPXyDTeHvDI1d"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/datamule~oai-pmh-repository-harvester/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-datamule-oai-pmh-repository-harvester",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/datamule~oai-pmh-repository-harvester/runs": {
            "post": {
                "operationId": "runs-sync-datamule-oai-pmh-repository-harvester",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/datamule~oai-pmh-repository-harvester/run-sync": {
            "post": {
                "operationId": "run-sync-datamule-oai-pmh-repository-harvester",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "sources"
                ],
                "properties": {
                    "sources": {
                        "title": "OAI-PMH endpoint URL(s)",
                        "type": "array",
                        "description": "One or more OAI-PMH base URLs — the Open Archives Initiative Protocol for Metadata Harvesting endpoint of ANY conforming repository (DSpace, EPrints, Invenio, OJS, custom). A bare base URL is fine — the actor appends the ?verb query itself. Examples: https://export.arxiv.org/oai2 (arXiv), https://dspace.mit.edu/oai/request (MIT DSpace), https://pub.uni-bielefeld.de/oai (Bielefeld), https://zenodo.org/oai2d (Zenodo/Invenio), https://api.archives-ouvertes.fr/oai/hal (HAL). One actor works against the ~4,000–8,000 repositories indexed by OpenDOAR/ROAR/BASE.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "verb": {
                        "title": "Verb",
                        "enum": [
                            "ListRecords",
                            "ListIdentifiers",
                            "Identify",
                            "ListSets",
                            "ListMetadataFormats",
                            "GetRecord"
                        ],
                        "type": "string",
                        "description": "The OAI-PMH verb to run. ListRecords (default) harvests full metadata records; ListIdentifiers is the lightweight header-only harvest (identifier + datestamp + sets); Identify returns the repository census row; ListSets lists the harvestable sets; ListMetadataFormats lists the supported metadata formats; GetRecord fetches a single record by identifier.",
                        "default": "ListRecords"
                    },
                    "metadataPrefix": {
                        "title": "Metadata prefix",
                        "type": "string",
                        "description": "The metadata format to request (ListRecords / ListIdentifiers / GetRecord). oai_dc (Dublin Core) is the spec-mandated default present on every conforming provider and is flattened to clean columns (title / creators / subjects / description / publisher / date / type / rights …). Other formats (marcxml, mods, oai_datacite, …) still yield a structured fields map + the lossless raw XML. Not every provider supports every format beyond oai_dc.",
                        "default": "oai_dc"
                    },
                    "set": {
                        "title": "Set (selective harvest)",
                        "type": "string",
                        "description": "Restrict the harvest to one OAI set (a setSpec, e.g. cs on arXiv for Computer Science). Run the actor once with verb=ListSets to discover a repository's sets. Leave empty to harvest the whole repository."
                    },
                    "from": {
                        "title": "From datestamp",
                        "type": "string",
                        "description": "Incremental harvest lower bound — only records with a datestamp on/after this date (OAI's native incremental harvesting). Format matches the repository's granularity: YYYY-MM-DD or a full ISO 8601 UTC timestamp (YYYY-MM-DDThh:mm:ssZ). Leave empty for no lower bound."
                    },
                    "until": {
                        "title": "Until datestamp",
                        "type": "string",
                        "description": "Incremental harvest upper bound — only records with a datestamp on/before this date. Same format as From. Leave empty for no upper bound."
                    },
                    "identifier": {
                        "title": "Record identifier (GetRecord)",
                        "type": "string",
                        "description": "The OAI record identifier for verb=GetRecord, e.g. oai:arXiv.org:cs/0208027. Required only for GetRecord; ignored otherwise."
                    },
                    "maxRecords": {
                        "title": "Max records (global cap)",
                        "minimum": 1,
                        "type": "integer",
                        "description": "A GLOBAL cap on the total number of records/rows to harvest across all sources and all resumptionToken pages (each emitted record is one billable event). Default 1000 (roughly one arXiv page). Increase to auto-paginate through a large result set.",
                        "default": 1000
                    },
                    "bearer": {
                        "title": "Bearer token",
                        "type": "string",
                        "description": "Optional bearer token for gated OAI deployments (sent as Authorization: Bearer ***). Not required for public repositories — anonymous read is the point of the protocol. Never logged."
                    },
                    "extraHeaders": {
                        "title": "Extra request headers",
                        "type": "object",
                        "description": "Optional extra HTTP headers as a JSON object, e.g. {\"x-api-key\": \"...\"} for gated servers. Not required for public repositories. Header values are never logged."
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
