# Scrapy Cloud Runner (`sovanza.inc/scrapy-cloud-runner`) Actor

Scrapy Cloud Runner runs Scrapy spiders on Apify with runtime arguments, custom settings, schedules, webhooks, and automatic dataset export. It supports custom spiders, compact JSON output, and JSON/CSV/Excel dataset downloads.

- **URL**: https://apify.com/sovanza.inc/scrapy-cloud-runner.md
- **Developed by:** [Sovanza](https://apify.com/sovanza.inc) (community)
- **Categories:** Developer tools, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $3.00 / 1,000 scraped items

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

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.md):

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

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

### Scrapy Cloud Runner – Run & Schedule Scrapy Spiders on Apify

Run your Scrapy spiders on the Apify platform without managing servers, deployment pipelines, or dataset wiring. This actor executes Python crawlers in a managed environment, pushes **compact** structured items to the default dataset, and integrates with schedules, webhooks, and the Apify API.

### Overview

Scrapy Cloud Runner is a thin Apify wrapper around your Scrapy project. You choose a spider by name, pass runtime arguments and settings, and the actor runs `scrapy crawl` with an Apify dataset pipeline attached.

**Output is compact:** empty or missing fields are omitted so each row contains only what your spider extracted for that page.

### Key benefits

- Run Scrapy spiders **on demand** or on a **schedule**
- Pass **spider arguments** and **Scrapy settings** without rebuilding the Actor
- Automatic **dataset integration** with JSON, CSV, and Excel export
- **Compact JSON** — no noise from null or empty fields
- Add custom spiders under `scrapy_cloud_runner/spiders/` and run them by name

### Core features

- Execute any registered Scrapy spider via `spiderName`
- Pass keyword args through `spiderArgs` (`scrapy crawl ... -a key=value`)
- Override Scrapy settings through `scrapySettings` (`scrapy crawl ... -s KEY=value`)
- Configurable dataset push batch size (`pushItemsBatchSize`)
- Included **example** spider for quick smoke tests (title, meta, links, custom CSS selectors)
- Built-in `ApifyDatasetPipeline` compacts items before push

### How to Use Scrapy Cloud Runner on Apify

#### Using the Actor

1. **Open the Actor** on the Apify platform and go to the **Input** tab.
2. **Set `spiderName`** to the spider you want to run (default: `example`).
3. **Configure `spiderArgs`** and optional `scrapySettings` (see below).
4. **Start** the run. The actor launches Scrapy, streams logs, and pushes compact items to the default dataset.
5. **Open the Dataset** tab to browse, download JSON/CSV/Excel, or pull data via the Apify API.
6. **Schedule or integrate** (optional): use schedules, webhooks, Zapier/Make, or your own code against the Apify API.

#### Input Configuration

Full schema: `INPUT_SCHEMA.json`. Example:

```json
{
  "spiderName": "example",
  "spiderArgs": {
    "start_url": "https://news.ycombinator.com/",
    "include_links": true,
    "include_headers": false,
    "selectors": "{\"firstTitle\":\".titleline > a::text\",\"firstTitleUrl\":\".titleline > a::attr(href)\"}"
  },
  "scrapySettings": {
    "DOWNLOAD_DELAY": 0.5,
    "CONCURRENT_REQUESTS": 16
  },
  "logLevel": "INFO",
  "pushItemsBatchSize": 50
}
````

- **`spiderName`** (required): Spider name to run (must exist in `scrapy_cloud_runner/spiders/`).
- **`spiderArgs`** (optional): Keyword arguments passed to the spider. For the built-in `example` spider:
  - `start_url` — page to scrape (default `https://example.com`)
  - `selectors` — JSON object mapping field names to CSS selectors (e.g. Hacker News first story title)
  - `include_links` — include absolute `links` array (default `true`)
  - `include_headers` — include response `headers` object (default `false`)
- **`scrapySettings`** (optional): Scrapy settings overrides at runtime.
- **`logLevel`** (optional): `CRITICAL`, `ERROR`, `WARNING`, `INFO`, or `DEBUG` (default `INFO`).
- **`pushItemsBatchSize`** (optional): Buffer size before pushing to the dataset (default `50`, max `1000`).

##### Run locally

`INPUT.json` is gitignored. Copy `INPUT.example.json` to `INPUT.json`, set `APIFY_TOKEN` and `APIFY_DEFAULT_DATASET_ID` (or run inside Apify), then:

```bash
cd scrapy-cloud-runner
pip install -r requirements.txt
cp INPUT.example.json INPUT.json
python main.py
```

### Output

Results are stored in the Actor’s **default dataset**. Each item is a **compact** JSON object: fields that are empty or unknown are **not** included.

Typical fields from the included `example` spider (when data is available):

- **Page identity:** `url`, `status`, `contentType`
- **HTML metadata:** `title`, `h1`, `metaDescription`
- **Custom selectors:** any keys from `spiderArgs.selectors` (e.g. `firstTitle`, `firstTitleUrl`)
- **Optional:** `links` (when `include_links` is true), `headers` (when `include_headers` is true)
- **Errors:** `error` on failure rows from custom spiders

Example item (illustrative — real items only include keys that have values):

```json
{
  "url": "https://news.ycombinator.com/",
  "status": 200,
  "title": "Hacker News",
  "contentType": "text/html; charset=utf-8",
  "firstTitle": "VoidZero Is Joining Cloudflare",
  "firstTitleUrl": "https://blog.cloudflare.com/voidzero-joins-cloudflare/",
  "links": ["https://news.ycombinator.com/item?id=123", "..."]
}
```

Custom spiders may yield any JSON-serializable shape; the pipeline compacts every item before push.

### Add your own spiders

Place spiders under:

```
scrapy_cloud_runner/spiders/
```

Example:

```python
import scrapy

class MySpider(scrapy.Spider):
    name = "my_spider"

    def parse(self, response):
        yield {"url": response.url, "title": response.css("title::text").get()}
```

Run with:

```json
{ "spiderName": "my_spider" }
```

### Use Cases

- **Web scraping automation** — run Scrapy crawlers for sites, marketplaces, or directories
- **Scheduled crawling** — daily or hourly jobs via Apify schedules
- **Data pipelines** — feed scraped data into analytics tools or internal systems
- **E-commerce monitoring** — track listings, prices, and availability
- **Data engineering** — integrate Scrapy into larger processing workflows

### Integrations & API

- Run and fetch results through the **Apify API**
- Use **Python**, **Node.js**, or HTTP clients against run and dataset endpoints
- Connect **Zapier**, **Make**, **Google Sheets**, and other Apify integrations
- **Webhooks** and **schedules** for recurring runs

### FAQ

#### How does Scrapy Cloud Runner work?

The actor reads input, builds a `scrapy crawl <spiderName>` command with your args and settings, runs it as a subprocess, and attaches `ApifyDatasetPipeline` so yielded items are compacted and pushed to the default dataset.

#### Do I need my own server?

No. Scrapy runs inside the Apify Actor container.

#### Can I pass arguments to my spider?

Yes. Use `spiderArgs` — each key becomes `-a key=value` on the Scrapy CLI.

#### Can I override Scrapy settings?

Yes. Use `scrapySettings` — each key becomes `-s KEY=value`.

#### Why are some fields missing from output?

That is intentional. The pipeline removes `null`, empty strings, empty lists, and empty objects so dataset rows stay clean. If a CSS selector finds nothing (e.g. no `<h1>` on the page), that key is omitted.

#### What formats can I export?

**JSON**, **CSV**, and **Excel** from the Apify dataset UI, plus full access via the **Apify API**.

### SEO Keywords

scrapy cloud runner\
run scrapy on apify\
scrapy apify actor\
scrapy spider cloud\
scrapy crawler automation\
scheduled scrapy crawler\
scrapy web scraping\
python scrapy cloud\
scrapy dataset export\
scrapy crawl api\
apify scrapy integration\
scrapy spider scheduler\
cloud web crawler scrapy\
scrapy data pipeline\
scrapy spider hosting

### Limitations

- One spider runs per Actor invocation (use schedules or API for multiple parallel runs).
- Output shape depends on your spider implementation; the dataset schema documents the `example` spider fields.
- Heavy crawls may require higher Apify memory and concurrency settings via `scrapySettings`.

### Get Started

Set `spiderName` to `example` (or your own spider), adjust `spiderArgs`, and start your first run on Apify.

# Actor input Schema

## `spiderName` (type: `string`):

Name of the Scrapy spider to run (as registered in scrapy\_cloud\_runner/spiders/).

## `spiderArgs` (type: `object`):

Keyword arguments passed to the spider via scrapy crawl -a key=value. For the example spider: start\_url, selectors (JSON string), include\_links, include\_headers.

## `scrapySettings` (type: `object`):

Optional Scrapy settings to override at runtime (passed as scrapy crawl -s KEY=value).

## `logLevel` (type: `string`):

Python/Scrapy log level for this run.

## `pushItemsBatchSize` (type: `integer`):

How many compact scraped items to buffer before pushing to the Apify dataset.

## Actor input object example

```json
{
  "spiderName": "example",
  "spiderArgs": {
    "start_url": "https://news.ycombinator.com/",
    "include_links": true,
    "include_headers": false,
    "selectors": "{\"firstTitle\":\".titleline > a::text\",\"firstTitleUrl\":\".titleline > a::attr(href)\"}"
  },
  "scrapySettings": {
    "DOWNLOAD_DELAY": 0.5,
    "CONCURRENT_REQUESTS": 16
  },
  "logLevel": "INFO",
  "pushItemsBatchSize": 50
}
```

# Actor output Schema

## `items` (type: `string`):

Scraped items pushed to the default dataset by the Scrapy pipeline.

# 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 = {
    "spiderName": "example",
    "spiderArgs": {
        "start_url": "https://news.ycombinator.com/",
        "include_links": true,
        "include_headers": false,
        "selectors": "{\"firstTitle\":\".titleline > a::text\",\"firstTitleUrl\":\".titleline > a::attr(href)\"}"
    },
    "scrapySettings": {
        "DOWNLOAD_DELAY": 0.5,
        "CONCURRENT_REQUESTS": 16
    },
    "logLevel": "INFO",
    "pushItemsBatchSize": 50
};

// Run the Actor and wait for it to finish
const run = await client.actor("sovanza.inc/scrapy-cloud-runner").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 = {
    "spiderName": "example",
    "spiderArgs": {
        "start_url": "https://news.ycombinator.com/",
        "include_links": True,
        "include_headers": False,
        "selectors": "{\"firstTitle\":\".titleline > a::text\",\"firstTitleUrl\":\".titleline > a::attr(href)\"}",
    },
    "scrapySettings": {
        "DOWNLOAD_DELAY": 0.5,
        "CONCURRENT_REQUESTS": 16,
    },
    "logLevel": "INFO",
    "pushItemsBatchSize": 50,
}

# Run the Actor and wait for it to finish
run = client.actor("sovanza.inc/scrapy-cloud-runner").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 '{
  "spiderName": "example",
  "spiderArgs": {
    "start_url": "https://news.ycombinator.com/",
    "include_links": true,
    "include_headers": false,
    "selectors": "{\\"firstTitle\\":\\".titleline > a::text\\",\\"firstTitleUrl\\":\\".titleline > a::attr(href)\\"}"
  },
  "scrapySettings": {
    "DOWNLOAD_DELAY": 0.5,
    "CONCURRENT_REQUESTS": 16
  },
  "logLevel": "INFO",
  "pushItemsBatchSize": 50
}' |
apify call sovanza.inc/scrapy-cloud-runner --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=sovanza.inc/scrapy-cloud-runner",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Scrapy Cloud Runner",
        "description": "Scrapy Cloud Runner runs Scrapy spiders on Apify with runtime arguments, custom settings, schedules, webhooks, and automatic dataset export. It supports custom spiders, compact JSON output, and JSON/CSV/Excel dataset downloads.",
        "version": "0.0",
        "x-build-id": "YhK58e7EK4IDfUEcd"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/sovanza.inc~scrapy-cloud-runner/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-sovanza.inc-scrapy-cloud-runner",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/sovanza.inc~scrapy-cloud-runner/runs": {
            "post": {
                "operationId": "runs-sync-sovanza.inc-scrapy-cloud-runner",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/sovanza.inc~scrapy-cloud-runner/run-sync": {
            "post": {
                "operationId": "run-sync-sovanza.inc-scrapy-cloud-runner",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "spiderName"
                ],
                "properties": {
                    "spiderName": {
                        "title": "Spider name",
                        "type": "string",
                        "description": "Name of the Scrapy spider to run (as registered in scrapy_cloud_runner/spiders/).",
                        "default": "example"
                    },
                    "spiderArgs": {
                        "title": "Spider arguments",
                        "type": "object",
                        "description": "Keyword arguments passed to the spider via scrapy crawl -a key=value. For the example spider: start_url, selectors (JSON string), include_links, include_headers.",
                        "default": {}
                    },
                    "scrapySettings": {
                        "title": "Scrapy settings overrides",
                        "type": "object",
                        "description": "Optional Scrapy settings to override at runtime (passed as scrapy crawl -s KEY=value).",
                        "default": {}
                    },
                    "logLevel": {
                        "title": "Log level",
                        "enum": [
                            "CRITICAL",
                            "ERROR",
                            "WARNING",
                            "INFO",
                            "DEBUG"
                        ],
                        "type": "string",
                        "description": "Python/Scrapy log level for this run.",
                        "default": "INFO"
                    },
                    "pushItemsBatchSize": {
                        "title": "Dataset push batch size",
                        "minimum": 1,
                        "maximum": 1000,
                        "type": "integer",
                        "description": "How many compact scraped items to buffer before pushing to the Apify dataset.",
                        "default": 50
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```