# Sephora Eu Scraper (`autofacts/sephora-eu-scraper`) Actor

Sephora EU Scraper is a professional-grade actor designed to extract high-fidelity product data from Sephora's European stores. Built for reliability and scale, it intelligently handles authentication, manages sessions, and delivers detailed structured data for your e-commerce analytics.

- **URL**: https://apify.com/autofacts/sephora-eu-scraper.md
- **Developed by:** [Richard Feng](https://apify.com/autofacts) (community)
- **Categories:** E-commerce, Developer tools, Social media
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 1 bookmarks
- **User rating**: No ratings yet

## Pricing

from $4.50 / 1,000 results

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.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

## Sephora EU Scraper

**Sephora EU Scraper** is a professional-grade Apify actor designed to extract high-fidelity product data from Sephora's European stores. Built for reliability and scale, it intelligently handles authentication, manages sessions, and delivers detailed structured data for your e-commerce analytics.

---

### 🚀 Features

-   **Deep Product Extraction**: Retrieves detailed product specifications, including:
    -   Multiple variants (shades, sizes) with individual pricing and stock status.
    -   High-resolution image galleries and media assets.
    -   Rich HTML descriptions, short descriptions, ingredients, and usage guides.
    -   Review counts, ratings, and wishlist/loves metrics.
    -   Variant highlights and product flags.
-   **Smart URL Parsing**: Automatically detects category and product pages from standard web URLs.
    -   Category pages: URLs ending with `-c{digits}/` (e.g., `maquillage-c302/`)
    -   Product pages: URLs ending with `-P{digits}.html` (e.g., `-P1000212190.html`)
-   **Multi-Market Support**: Supports 9 European markets via locale configuration.
-   **Anti-Blocking Architecture**:
    -   Uses browser-grade TLS fingerprinting to bypass WAF detection without proxies.
    -   Automatic guest token management with refresh on expiry.
    -   Smart retries with exponential backoff (up to 3 attempts).
-   **Scalable Performance**: Configurable concurrency to balance speed and stability.

---

### 🌍 Supported Markets

| Locale | Market | Domain | Currency |
| :--- | :--- | :--- | :--- |
| `fr-FR` | France | sephora.fr | EUR |
| `it-IT` | Italy | sephora.it | EUR |
| `de-DE` | Germany | sephora.de | EUR |
| `es-ES` | Spain | sephora.es | EUR |
| `pl-PL` | Poland | sephora.pl | PLN |
| `cs-CZ` | Czech Republic | sephora.cz | CZK |
| `el-GR` | Greece | sephora.gr | EUR |
| `ro-RO` | Romania | sephora.ro | RON |
| `pt-PT` | Portugal | sephora.pt | EUR |

---

### 📋 Input Parameters

The actor accepts a JSON object with the following configuration:

| Field | Type | Description | Default |
| :--- | :--- | :--- | :--- |
| `startUrls` | Array | A list of Sephora EU URLs to scrape. Supports category and product pages. | `[]` |
| `categoryIds` | Array | Catalog category IDs (e.g. `["C302", "C301"]`). Alternative to `startUrls`. | `["C302"]` |
| `locale` | String | BCP 47 locale that selects the EU market. See supported markets above. | `"fr-FR"` |
| `maxProducts` | Integer | Maximum number of products to scrape per run. | `100` |
| `maxConcurrency` | Integer | Number of parallel product detail requests (1–10). | `3` |
| `proxyConfiguration` | Object | **Required**. Proxy settings. Residential proxies are recommended. | — |

#### Common French Category IDs

| ID | Name | Approx. Products |
| :--- | :--- | :--- |
| C302 | Maquillage (Makeup) | ~2,700 |
| C301 | Parfum (Fragrance) | ~2,000 |
| C303 | Soin Visage (Skincare) | ~1,800 |
| C304 | Corps & Bain (Body & Bath) | ~1,500 |
| C307 | Cheveux (Hair) | ~1,200 |
| C342 | Teint (Complexion) | ~885 |
| C343 | Yeux (Eyes) | ~600 |
| C344 | Lèvres (Lips) | ~500 |

#### Input Examples

**Using Start URLs:**
```json
{
  "startUrls": [
    { "url": "https://www.sephora.fr/shop/corps-et-bain/soin-du-corps/huile-nourrissante-c479/" },
    { "url": "https://www.sephora.fr/p/prada-reflection----baume-liquide-effet-gloss-P1000212190.html" }
  ],
  "locale": "fr-FR",
  "maxProducts": 100,
  "proxyConfiguration": { "useApifyProxy": true }
}
````

**Using Category IDs:**

```json
{
  "categoryIds": ["C302", "C301"],
  "locale": "fr-FR",
  "maxProducts": 500,
  "maxConcurrency": 3,
  "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"] }
}
```

**Scraping a different market (Italy):**

```json
{
  "categoryIds": ["C302"],
  "locale": "it-IT",
  "maxProducts": 200,
  "proxyConfiguration": { "useApifyProxy": true }
}
```

***

### 📦 Output Data

Data is stored in the default dataset in JSON format. Each item represents a unique product.

#### Data Schema

| Field | Type | Description |
| :--- | :--- | :--- |
| `source` | Object | Metadata about the crawl (ID, URL, Retailer, Currency). |
| `brand` | String | Product brand name. |
| `title` | String | Product title (localized to the selected market). |
| `description` | String | Full HTML description. |
| `shortDescription` | String | Brief HTML summary. |
| `categories` | Array | Category IDs and product family. |
| `options` | Array | Variation attributes (shades, sizes) with orderable status. |
| `variants` | Array | List of all SKUs/variants with pricing and stock. |
| `variants[].price` | Object | Pricing details: current price, original price, stock status. |
| `medias` | Array | All images associated with the product. |
| `stats` | Object | Review count, rating, and loves/wishlist count. |

<details>
<summary><strong>View Sample Output JSON</strong></summary>

```json
{
  "source": {
    "id": 1000212190,
    "canonicalUrl": "https://www.sephora.fr/p/prada-reflection----baume-liquide-effet-gloss-P1000212190.html",
    "retailer": "SEPHORA",
    "currency": "EUR"
  },
  "brand": "PRADA",
  "title": "Prada Reflection - Baume Liquide Effet Gloss",
  "description": "<p>BAUME LIQUIDE EFFET GLOSS POUR UN ECLAT...</p>",
  "shortDescription": "",
  "categories": ["C372", "make_up"],
  "options": [
    {
      "name": "Display Name",
      "id": "displayName",
      "values": [
        { "value": "803668-REFLECT GLOSS SHADE 7 FG 9ML", "label": "R221 - REDBITE (8 ml)", "orderable": true },
        { "value": "803671-REFLECT GLOSS SHADE 10 FG 9ML", "label": "U000 - UNIVERSAL GREEN (8 ml)", "orderable": true }
      ]
    }
  ],
  "variants": [
    {
      "id": "803668",
      "sku": "803668",
      "price": {
        "current": 45,
        "original": 45,
        "stockStatus": "IN_STOCK"
      },
      "options": [
        { "name": "shade", "value": "R221 - REDBITE (8 ml)" },
        { "name": "format", "value": "Flacon" }
      ],
      "highlights": ["Nouveaute"]
    }
  ],
  "medias": [
    { "url": "https://media.sephora.eu/.../115820-media_principal-0.jpeg", "type": "image" }
  ],
  "stats": {
    "reviewCount": 50,
    "rating": 4.7,
    "lovesCount": 0
  }
}
```

</details>

***

### 🔧 Advanced Configuration

#### Proxy Configuration

- **Residential Proxies**: Recommended for consistent access across all markets.
- **Note**: The scraper uses browser-grade TLS fingerprinting (via `got-scraping`) that bypasses Akamai WAF in many cases without requiring a proxy. If you encounter blocks, switch to residential proxies and reduce concurrency.

#### Performance Tuning

- **Default Concurrency**: Set to `3` for safe, stable operation.
- **Scaling Up**: Increase `maxConcurrency` up to `10` for faster speeds with quality residential proxies.
- **Debugging**: Set `maxProducts` to a low number (e.g., `10`) to verify your configuration before a full run.

***

### ❓ FAQ & Troubleshooting

**Q: Which URL formats are supported?**
A: Category pages ending with `-c{digits}/` (e.g., `sephora.fr/shop/maquillage-c302/`) and product pages ending with `-P{digits}.html` (e.g., `sephora.fr/p/product-name-P1000212190.html`).

**Q: Can I scrape multiple markets in one run?**
A: One locale per run. Launch separate actors for each market, setting the `locale` field accordingly.

**Q: I'm getting authentication errors.**
A: The actor manages guest tokens automatically. If errors persist, try reducing `maxConcurrency` or adding a proxy.

**Q: Does it scrape all variants of a product?**
A: Yes. The scraper returns all variants with individual pricing and stock status.

***

### ⚖️ Legal & Ethical Use

This actor only collects data that is **publicly accessible** on Sephora's website — the same product information visible to any anonymous visitor without logging in. No authentication credentials, private user data, or paywalled content is accessed.

**Please use responsibly:**

- **Do not run at heavy load.** Keep `maxConcurrency` at `3` or below and avoid scheduling frequent back-to-back runs. Excessive request rates may degrade the website experience for real users and could result in your IP being blocked.
- Ensure your use case complies with Sephora's Terms of Service and applicable data protection laws (e.g. GDPR) in your jurisdiction.
- Do not use scraped data for purposes that compete unfairly with or harm Sephora's business.

# Actor input Schema

## `startUrls` (type: `array`):

Sephora product or category page URLs. Category URLs end with -c{digits}/ and product URLs end with -P{digits}.html. Example: https://www.sephora.fr/shop/parfum/parfum-femme/eau-de-parfum-c297810/

## `categoryIds` (type: `array`):

Sephora catalog category IDs to scrape. Use this as an alternative to Start URLs. Example: \["C302", "C301"]

## `locale` (type: `string`):

BCP 47 locale that selects the Sephora EU market to scrape. Determines the SFCC market, API language, and canonical URL domain. Supported values: fr-FR, it-IT, de-DE, es-ES, pl-PL, cs-CZ, el-GR, ro-RO, pt-PT.

## `maxProducts` (type: `integer`):

Maximum number of products to scrape per run. Set to a high number to scrape all products in a category.

## `maxConcurrency` (type: `integer`):

Number of parallel product detail requests. Higher values are faster but may trigger rate limits.

## `proxyConfiguration` (type: `object`):

Proxy settings. Residential proxies are recommended for reliable access.

## Actor input object example

```json
{
  "startUrls": [
    {
      "url": "https://www.sephora.fr/shop/parfum/parfum-femme/eau-de-parfum-c297810/"
    }
  ],
  "locale": "fr-FR",
  "maxProducts": 100,
  "maxConcurrency": 3,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyCountry": "FR"
  }
}
```

# Actor output Schema

## `products` (type: `string`):

Full product catalog with brand, pricing, variants, images, and review stats across EU markets.

# 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 = {
    "startUrls": [
        {
            "url": "https://www.sephora.fr/shop/parfum/parfum-femme/eau-de-parfum-c297810/"
        }
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("autofacts/sephora-eu-scraper").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 = { "startUrls": [{ "url": "https://www.sephora.fr/shop/parfum/parfum-femme/eau-de-parfum-c297810/" }] }

# Run the Actor and wait for it to finish
run = client.actor("autofacts/sephora-eu-scraper").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 '{
  "startUrls": [
    {
      "url": "https://www.sephora.fr/shop/parfum/parfum-femme/eau-de-parfum-c297810/"
    }
  ]
}' |
apify call autofacts/sephora-eu-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=autofacts/sephora-eu-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Sephora Eu Scraper",
        "description": "Sephora EU Scraper is a professional-grade actor designed to extract high-fidelity product data from Sephora's European stores. Built for reliability and scale, it intelligently handles authentication, manages sessions, and delivers detailed structured data for your e-commerce analytics.",
        "version": "0.0",
        "x-build-id": "eMsVyKDVVWMvYe1xc"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/autofacts~sephora-eu-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-autofacts-sephora-eu-scraper",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/autofacts~sephora-eu-scraper/runs": {
            "post": {
                "operationId": "runs-sync-autofacts-sephora-eu-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/autofacts~sephora-eu-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-autofacts-sephora-eu-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "proxyConfiguration"
                ],
                "properties": {
                    "startUrls": {
                        "title": "Start URLs",
                        "type": "array",
                        "description": "Sephora product or category page URLs. Category URLs end with -c{digits}/ and product URLs end with -P{digits}.html. Example: https://www.sephora.fr/shop/parfum/parfum-femme/eau-de-parfum-c297810/",
                        "items": {
                            "type": "object",
                            "required": [
                                "url"
                            ],
                            "properties": {
                                "url": {
                                    "type": "string",
                                    "title": "URL of a web page",
                                    "format": "uri"
                                }
                            }
                        }
                    },
                    "categoryIds": {
                        "title": "Category IDs",
                        "type": "array",
                        "description": "Sephora catalog category IDs to scrape. Use this as an alternative to Start URLs. Example: [\"C302\", \"C301\"]"
                    },
                    "locale": {
                        "title": "Locale / Market",
                        "type": "string",
                        "description": "BCP 47 locale that selects the Sephora EU market to scrape. Determines the SFCC market, API language, and canonical URL domain. Supported values: fr-FR, it-IT, de-DE, es-ES, pl-PL, cs-CZ, el-GR, ro-RO, pt-PT.",
                        "default": "fr-FR"
                    },
                    "maxProducts": {
                        "title": "Max Products",
                        "minimum": 1,
                        "type": "integer",
                        "description": "Maximum number of products to scrape per run. Set to a high number to scrape all products in a category.",
                        "default": 100
                    },
                    "maxConcurrency": {
                        "title": "Max Concurrency",
                        "minimum": 1,
                        "maximum": 10,
                        "type": "integer",
                        "description": "Number of parallel product detail requests. Higher values are faster but may trigger rate limits.",
                        "default": 3
                    },
                    "proxyConfiguration": {
                        "title": "Proxy Configuration",
                        "type": "object",
                        "description": "Proxy settings. Residential proxies are recommended for reliable access.",
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyCountry": "FR"
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```