# Siemens Catalog Crawler — MPN Discovery (`crawloop/siemens-sieportal-product-catalog-crawler`) Actor

Search Siemens SiePortal live by keywords (6ES, SIMATIC, S7-1200) via OneSearch. Export unique MPNs, titles, category paths & PDP links. Deduplicated output with resume for large catalog builds.

- **URL**: https://apify.com/crawloop/siemens-sieportal-product-catalog-crawler.md
- **Developed by:** [Andrej Kiva](https://apify.com/crawloop) (community)
- **Categories:** Developer tools, Integrations, Automation
- **Stats:** 2 total users, 1 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.20 / 1,000 catalog product exporteds

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

## Siemens Catalog Crawler — MPN Discovery

> **Crawloop Siemens Automation Suite** — Structured data extraction for Siemens SiePortal (Industry Mall), SIOS, and TED product datasheets. Built for procurement teams, system integrators, and BOM engineering workflows.
>
> Suite hub: [github.com/PLCSPS-DEV/siemens-sieportal-automation](https://github.com/PLCSPS-DEV/siemens-sieportal-automation)
>
> Product site: [crawloop.com/siemens-automation](https://crawloop.com/siemens-automation.html)

| Discovery | Enrichment | SIOS documents | TED datasheets |
| :--- | :--- | :--- | :--- |
| [Catalog Crawler](https://apify.com/crawloop/siemens-sieportal-product-catalog-crawler?fpr=guboir) | [SiePortal Scraper](https://apify.com/crawloop/siemens-sieportal-scraper?fpr=guboir) | [Document Downloader](https://apify.com/crawloop/siemens-sieportal-document-downloader?fpr=guboir) | [TED Datasheet Downloader](https://apify.com/crawloop/siemens-datasheet-downloader?fpr=guboir) |
| | [Lifecycle Tracker](https://apify.com/crawloop/siemens-sieportal-product-lifecycle-tracker?fpr=guboir) | [Document PDF Parser](https://apify.com/crawloop/siemens-sieportal-product-document-pdf-crawler?fpr=guboir) | [TED Datasheet Parser](https://apify.com/crawloop/siemens-datasheet-pdf-crawler?fpr=guboir) |

> **Disclaimer:** This is an unofficial integration developed independently of Siemens AG. It is not affiliated with, sponsored by, or endorsed by Siemens AG or any of its subsidiaries.
>
> **Siemens**, **SiePortal**, **SIMATIC**, and related names are trademarks of Siemens AG. Product data is read from publicly accessible Siemens web sources only; no proprietary databases are redistributed.
>
> This Actor is provided **for informational and research purposes only** (e.g. procurement research, BOM audits, internal engineering workflows). You are solely responsible for ensuring your use complies with applicable laws, Siemens website terms of use, and your organization's policies.
>
> No warranty is given as to accuracy, completeness, or continued availability of third-party data. Use at your own risk.

Search the official Siemens SiePortal catalog by keyword and export live product part numbers (MPNs). Each result is fetched from Siemens OneSearch inside a stealth browser session — no static MPN lists, no stale exports.

Use this Actor to build MPN inventories for product families (`6ES`, `SIMATIC`, `S7-1200`), procurement databases, or as input for downstream enrichment with the [SiePortal Scraper](https://apify.com/crawloop/siemens-sieportal-scraper?fpr=guboir) and [Lifecycle Tracker](https://apify.com/crawloop/siemens-sieportal-product-lifecycle-tracker?fpr=guboir).

### When to use this Actor

Use the **Catalog Crawler** when you need to discover Siemens part numbers by search terms or crawl the full catalog index (~350k+ MPNs) via the authenticated OneSearch API.

For full PDP specifications on a known MPN list, use the [SiePortal Scraper](https://apify.com/crawloop/siemens-sieportal-scraper?fpr=guboir).

### Siemens Automation Pipeline

````

Phase 1 — Discover MPNs          Phase 2 — Screen & enrich       Phase 3 — Documents & specs
─────────────────────────          ─────────────────────────       ─────────────────────────────

Catalog Crawler  ◄── you are here
│
▼
MPN list ──► Lifecycle Tracker ──► SiePortal Scraper
│
│
┌────────────────────────────┴────────────────────────────┐
│                                                          │
▼                                                          ▼
Document Downloader (SIOS)                              TED Datasheet Downloader
certificates, manuals, CAD                               compact catalog PDFs
│                                                          │
▼                                                          ▼
Document PDF Parser                                       TED Datasheet Parser
specs from SIOS PDFs                                     specs from TED PDFs

````

### Key Features

- **Keyword search** — Provide product families, prefixes, or terms; the Actor queries Siemens OneSearch live.
- **Multi-sort crawl** — Each keyword is queried with multiple `sortingOptions` to maximize coverage; deduplication removes overlap.
- **Unique output** — Each MPN emitted once (`deduplicateOutput`, default `true`).
- **Full catalog mode** — Optional crawl of the entire Siemens index with adaptive shard subdivision and resume checkpoints.
- **Akamai bypass** — CloakBrowser stealth fingerprinting and session bootstrap for authenticated OneSearch API access.
- **Resume support** — Skip completed search terms on interrupted runs.

### How It Works

1. Bootstrap SiePortal search page (Akamai WAF).
2. Capture Bearer JWT for `POST /api/onesearch/search?api-version=2.0`.
3. For each `searchKeywords` term, query OneSearch and paginate results.
4. Auto-subdivide large result sets into child shards.
5. Push unique MPN records to the dataset with category breadcrumbs.

### Input Parameters

| Parameter | Description | Default |
| :--- | :--- | :--- |
| `searchKeywords` | **Required** for `keywords` mode — product families, prefixes, or terms. | `[]` |
| `sortingOptions` | OneSearch sort orders per keyword (multiple = more coverage). | Relevance + 3 more |
| `useMultipleSorts` | Crawl every keyword with all sorting options. | `true` |
| `discoveryMode` | `keywords`, `full_catalog`, or `catalog_tree`. | `keywords` |
| `locale` | SiePortal locale (`en-ww`, `en-nl`, …). | `en-ww` |
| `maxSearchShards` | Cap terms processed (0 = unlimited; use for testing). | `0` |
| `concurrencyLimit` | Parallel OneSearch workers. | `3` |
| `deduplicateOutput` | Emit each MPN only once. | `true` |
| `resumeFromCheckpoint` | Resume interrupted runs. | `true` |
| `proxyConfiguration` | Apify proxy settings. Residential proxies recommended. | — |

#### Input Example — keyword search (recommended)

```json
{
  "searchKeywords": ["6ES", "SIMATIC", "S7-1200", "3RT", "contactor"],
  "discoveryMode": "keywords",
  "concurrencyLimit": 3,
  "deduplicateOutput": true,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"]
  }
}
````

#### Input Example — smoke test

```json
{
  "searchKeywords": ["6ES"],
  "maxSearchShards": 3,
  "concurrencyLimit": 2,
  "resumeFromCheckpoint": false
}
```

#### Input Example — full catalog (~350k MPNs)

```json
{
  "discoveryMode": "full_catalog",
  "concurrencyLimit": 3,
  "resumeFromCheckpoint": true
}
```

### Output Format

Each dataset record:

| Field | Description |
| :--- | :--- |
| `partNumber` | Siemens article number (MPN) |
| `title` | Short product title |
| `description` | Product description |
| `pdpUrl` | Product detail page URL |
| `categoryId` | Parent category node ID |
| `categoryPath` | Breadcrumb trail |
| `source` | Always `onesearch` (live Siemens API) |
| `searchShard` | Keyword/shard that found this product |
| `sortingOption` | Sort order that surfaced this product |

### Typical Workflow

```
Keywords (6ES, SIMATIC, …)
        │
        ▼
Catalog Crawler  →  deduplicated MPN list with PDP URLs
        │
        ▼
Lifecycle Tracker  →  screen for obsolete parts
        │
        ▼
SiePortal Scraper  →  full specs on selected MPNs
```

### Actor Comparison

| Task | Catalog Crawler | SiePortal Scraper |
| :--- | :---: | :---: |
| Discover MPNs by keyword | Yes | No |
| Full PDP specifications | No | Yes |
| Full catalog index (~350k) | Yes | No |

### Pricing

Pay-per-event billing. You are charged only for unique MPNs pushed to the dataset when deduplication is enabled.

| Event | Price |
| :--- | :--- |
| Actor start | $0.05 per run |
| Catalog product | $0.20 / 1,000 MPNs ($0.0002 per unique product) |

Configure these events in the Apify Store Publication tab: `apify-actor-start` and `catalog-product`. Disable `apify-default-dataset-item` to avoid double billing.

Residential proxies are strongly recommended. `full_catalog` mode can take many hours; all output is scraped live from Siemens.

***

**Learn more:** [Product page](https://crawloop.com/products/siemens-catalog-crawler.html) · [Suite hub](https://crawloop.com/siemens-automation.html) · [GitHub docs](https://plcsps-dev.github.io/siemens-sieportal-automation/)

**Also from Crawloop Industrial:** [Rockwell Automation Suite](https://crawloop.com/rockwell-automation.html) · [GitHub docs](https://plcsps-dev.github.io/rockwell-automation/)

# Actor input Schema

## `searchKeywords` (type: `array`):

What to look for on Siemens website. One term per line.<br><br>Examples: <code>6ES</code>, <code>SIMATIC</code>, <code>S7-1200</code>, <code>contactor</code>

## `discoveryMode` (type: `string`):

<b>Search my keywords</b> — recommended. Uses the list above.<br><b>Full Siemens catalog</b> — all products, very slow.<br><b>Category pages</b> — experimental.

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

Siemens website region. Default: Worldwide (English).

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

Keep Apify residential proxy enabled (recommended).

## `maxSearchShards` (type: `integer`):

For a quick test use <code>3</code>. For a full run use <code>0</code> (no limit).

## `concurrencyLimit` (type: `integer`):

How many searches run in parallel. Default <code>3</code>. Use <code>1</code> if errors appear.

## `deduplicateOutput` (type: `boolean`):

Each article number appears only once in results.

## `resumeFromCheckpoint` (type: `boolean`):

Skip keywords already finished in a previous run.

## Actor input object example

```json
{
  "searchKeywords": [
    "6ES",
    "SIMATIC",
    "S7-1200"
  ],
  "discoveryMode": "keywords",
  "locale": "en-ww",
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  },
  "maxSearchShards": 3,
  "concurrencyLimit": 3,
  "deduplicateOutput": true,
  "resumeFromCheckpoint": false
}
```

# 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 = {
    "searchKeywords": [
        "6ES",
        "SIMATIC",
        "S7-1200"
    ],
    "discoveryMode": "keywords",
    "locale": "en-ww",
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ]
    },
    "maxSearchShards": 3,
    "concurrencyLimit": 3,
    "deduplicateOutput": true,
    "resumeFromCheckpoint": false
};

// Run the Actor and wait for it to finish
const run = await client.actor("crawloop/siemens-sieportal-product-catalog-crawler").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 = {
    "searchKeywords": [
        "6ES",
        "SIMATIC",
        "S7-1200",
    ],
    "discoveryMode": "keywords",
    "locale": "en-ww",
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
    },
    "maxSearchShards": 3,
    "concurrencyLimit": 3,
    "deduplicateOutput": True,
    "resumeFromCheckpoint": False,
}

# Run the Actor and wait for it to finish
run = client.actor("crawloop/siemens-sieportal-product-catalog-crawler").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 '{
  "searchKeywords": [
    "6ES",
    "SIMATIC",
    "S7-1200"
  ],
  "discoveryMode": "keywords",
  "locale": "en-ww",
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  },
  "maxSearchShards": 3,
  "concurrencyLimit": 3,
  "deduplicateOutput": true,
  "resumeFromCheckpoint": false
}' |
apify call crawloop/siemens-sieportal-product-catalog-crawler --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=crawloop/siemens-sieportal-product-catalog-crawler",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Siemens Catalog Crawler — MPN Discovery",
        "description": "Search Siemens SiePortal live by keywords (6ES, SIMATIC, S7-1200) via OneSearch. Export unique MPNs, titles, category paths & PDP links. Deduplicated output with resume for large catalog builds.",
        "version": "2.2",
        "x-build-id": "hFfn3NVzUYbLKnIax"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/crawloop~siemens-sieportal-product-catalog-crawler/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-crawloop-siemens-sieportal-product-catalog-crawler",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/crawloop~siemens-sieportal-product-catalog-crawler/runs": {
            "post": {
                "operationId": "runs-sync-crawloop-siemens-sieportal-product-catalog-crawler",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/crawloop~siemens-sieportal-product-catalog-crawler/run-sync": {
            "post": {
                "operationId": "run-sync-crawloop-siemens-sieportal-product-catalog-crawler",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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",
                "properties": {
                    "searchKeywords": {
                        "title": "Search keywords",
                        "type": "array",
                        "description": "What to look for on Siemens website. One term per line.<br><br>Examples: <code>6ES</code>, <code>SIMATIC</code>, <code>S7-1200</code>, <code>contactor</code>",
                        "default": [
                            "6ES",
                            "SIMATIC",
                            "S7-1200"
                        ],
                        "items": {
                            "type": "string"
                        }
                    },
                    "discoveryMode": {
                        "title": "What to crawl",
                        "enum": [
                            "keywords",
                            "full_catalog",
                            "catalog_tree"
                        ],
                        "type": "string",
                        "description": "<b>Search my keywords</b> — recommended. Uses the list above.<br><b>Full Siemens catalog</b> — all products, very slow.<br><b>Category pages</b> — experimental.",
                        "default": "keywords"
                    },
                    "locale": {
                        "title": "Catalog region",
                        "enum": [
                            "en-ww",
                            "en-nl",
                            "de-de",
                            "en-us",
                            "fr-fr",
                            "en-gb"
                        ],
                        "type": "string",
                        "description": "Siemens website region. Default: Worldwide (English).",
                        "default": "en-ww"
                    },
                    "proxyConfiguration": {
                        "title": "Proxy",
                        "type": "object",
                        "description": "Keep Apify residential proxy enabled (recommended).",
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyGroups": [
                                "RESIDENTIAL"
                            ]
                        }
                    },
                    "maxSearchShards": {
                        "title": "Test limit (number of searches)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "For a quick test use <code>3</code>. For a full run use <code>0</code> (no limit).",
                        "default": 3
                    },
                    "concurrencyLimit": {
                        "title": "Parallel speed",
                        "minimum": 1,
                        "maximum": 10,
                        "type": "integer",
                        "description": "How many searches run in parallel. Default <code>3</code>. Use <code>1</code> if errors appear.",
                        "default": 3
                    },
                    "deduplicateOutput": {
                        "title": "Remove duplicates",
                        "type": "boolean",
                        "description": "Each article number appears only once in results.",
                        "default": true
                    },
                    "resumeFromCheckpoint": {
                        "title": "Continue previous run",
                        "type": "boolean",
                        "description": "Skip keywords already finished in a previous run.",
                        "default": false
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
