# Spotify Scraper — Tracks, Artists, Playlists, Charts (`eduair94/spotify-scraper`) Actor

Fast, cheap, full-coverage Spotify scraper. 50+ data categories including tracks, artists, albums, playlists, concerts, charts (Top 200 / Viral), lyrics, credits, recommendations, AI insights. Pay-per-event — no monthly fee.

- **URL**: https://apify.com/eduair94/spotify-scraper.md
- **Developed by:** [Eduardo Airaudo](https://apify.com/eduair94) (community)
- **Categories:** Social media, SEO tools, Videos
- **Stats:** 2 total users, 1 monthly users, 0.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.12 / 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.
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

## Spotify Scraper — Full Coverage, Pay-Per-Event

Extract **any** public Spotify data: tracks, artists, albums, playlists, users, podcasts, concerts, charts, lyrics, credits, recommendations, AI insights and more. **40+ categories**, accepts Spotify IDs, URLs or search keywords.

Built to undercut `canadesk/spotify` ($10/mo + usage) and `canadesk/spotify-plus` ($16/mo + usage):

- **$0 monthly rental fee**
- **$0.20 per 1,000 result items** (pay-per-event)
- **$0.30 per 1,000 single-entity fetches** (bulk-fetch)
- Raw data optional — slim output by default

### Features vs. canadesk/spotify

| Feature                              | canadesk | canadesk-plus | **This actor** |
| ------------------------------------ | -------- | ------------- | -------------- |
| Monthly rental                       | $10      | $16           | **$0**         |
| Tracks / Artists / Albums            | ✅       | ✅            | ✅             |
| Playlists / Users / Podcasts         | ✅       | ✅            | ✅             |
| Lyrics (word-synced + translations)  | ✅       | ✅            | ✅             |
| Track credits (producers, writers)   | ❌       | ❌            | ✅             |
| Artist — appears on / featuring      | ❌       | ❌            | ✅             |
| Artist — discovered on (playlists)   | ❌       | ❌            | ✅             |
| Artist — related / discography rich  | ❌       | partial       | ✅             |
| Concert feed + concert locations     | partial  | partial       | ✅             |
| Spotify Charts — Top 200 / Viral     | ❌       | ❌            | ✅             |
| Top 20 by monthly listeners/followers| ❌       | ❌            | ✅             |
| Recommendations (seed → playlist)    | ❌       | ❌            | ✅             |
| Search suggestions (autocomplete)    | ❌       | ❌            | ✅             |
| Lyrics search                        | ❌       | ❌            | ✅             |
| Partner-API rich payloads            | ❌       | ❌            | ✅             |
| Cross-platform enrichment            | ❌       | ❌            | ✅             |
| No 50-result cap                     | ❌       | ✅            | ✅             |
| No simultaneous-entry cap            | ❌       | ✅            | ✅             |

### Input

All input fields are documented in the input form.

| Field                | Type    | Purpose                                                              |
| -------------------- | ------- | -------------------------------------------------------------------- |
| `mode`               | string  | `get` / `search` / `chart`                                           |
| `category`           | string  | 42 categories (see below)                                            |
| `queries`            | array   | IDs, URLs, `spotify:*:*` URIs or search keywords                     |
| `maxResultsPerQuery` | int     | 1 – 1000 (default 50)                                                |
| `market`             | string  | ISO country (default `US`)                                           |
| `lyricsLanguage`     | string  | ISO lang for lyric translations                                      |
| `chartDate`          | string  | `YYYY-MM-DD` for historical charts                                   |
| `concurrency`        | int     | Parallel requests (1 – 20)                                           |
| `delayMs`            | int     | Pause between requests                                               |
| `includeRaw`         | bool    | Attach raw upstream JSON                                             |
| `enrichWithContrast` | string  | `ytmusic`, `applemusic`, `amazonmusic`, `pandora`, `gaana`, `tencent`|

#### Categories

**Single entities (`mode=get`):**
`track`, `track_credits`, `track_lyrics`, `album`, `album_tracks`, `album_metadata`, `artist`, `artist_overview`, `artist_albums`, `artist_singles`, `artist_appears_on`, `artist_discovered_on`, `artist_featuring`, `artist_related`, `artist_discography_overview`, `artist_concerts`, `artist_concert_locations`, `playlist`, `playlist_tracks`, `user_profile`, `user_followers`, `recommendations`, `partner_playlist`, `partner_track`, `partner_album`, `partner_artist_overview`, `partner_artist_discography`.

**Search (`mode=search`):**
`search_multi`, `search_tracks`, `search_artists`, `search_albums`, `search_playlists`, `search_users`, `search_podcasts`, `search_top_results`, `search_suggestions`, `search_lyrics`.

**Charts (`mode=chart`):**
`chart_top_200_tracks`, `chart_viral_tracks`, `chart_top_artists`, `chart_top_albums`, `chart_top_monthly_listeners`, `chart_top_followers`.

### Example inputs

#### Get artist overview from URL

```json
{
    "mode": "get",
    "category": "artist_overview",
    "queries": [
        "https://open.spotify.com/artist/06HL4z0CvFAxyc27GXpf02"
    ]
}
````

#### Search tracks

```json
{
    "mode": "search",
    "category": "search_tracks",
    "queries": [
        "bohemian rhapsody",
        "taylor swift anti-hero"
    ],
    "maxResultsPerQuery": 20,
    "market": "US"
}
```

#### Top 200 tracks — Mexico

```json
{
    "mode": "chart",
    "category": "chart_top_200_tracks",
    "queries": [
        "MX"
    ],
    "chartDate": "2026-04-22"
}
```

#### Word-synced lyrics with Spanish translation

```json
{
    "mode": "get",
    "category": "track_lyrics",
    "queries": [
        "4iV5W9uYEdYUVa79Axb7Rh"
    ],
    "lyricsLanguage": "es"
}
```

### Output

Each item is a flat JSON object with:

- `category` — what was scraped
- `mode` — get / search / chart
- `query` — original input
- `id`, `type`, `name`, `uri`, `url` — normalized entity fields
- plus every field returned by the upstream API
- optional `raw` — full upstream JSON (`includeRaw=true`)
- optional `contrast` — cross-platform data (`enrichWithContrast`)

Errors are pushed as `{ ok: false, error, query, category }` so partial failures never break the run.

### Pricing (pay-per-event)

| Event        | Price      | When charged                              |
| ------------ | ---------- | ----------------------------------------- |
| `actor-start`| $0.00      | Once per run                              |
| `result-item`| $0.0002    | Per dataset item (≈ $0.20 per 1k rows)    |
| `bulk-fetch` | $0.0003    | Reserved for single-entity fetches        |

**Example:** a run that pushes 10,000 track rows costs **$2.00** total. The same run on canadesk/spotify-plus would cost **$16/mo rental** + their per-result fees.

### Environment variables

Set in Apify console → Actor → "Environment" (mark `*_KEY` vars as **secret**):

- `SPOTIFY_BYPASS_KEY` — **preferred**. Internal bypass key for the self-hosted proxy. No quotas, no RapidAPI fees.
- `RAPIDAPI_KEY` — fallback: a key issued via RapidAPI if bypass is unavailable.
- `RAPIDAPI_HOST` — only needed with `RAPIDAPI_KEY`.
- `SPOTIFY_API_BASE` — override upstream. Default: `https://spotify-proxy.checkleaked.cc/spotify-data`.
- `SPOTIFY_TIMEOUT_MS` — request timeout (default 90s).
- `SPOTIFY_MAX_RETRIES` — retries on 429/5xx (default 3).

Auth priority: `SPOTIFY_BYPASS_KEY` > `RAPIDAPI_KEY`. Neither set → upstream returns 401.

### Local development

```bash
npm install
npm run build
apify run
```

Edit `storage/key_value_stores/default/INPUT.json` to change input between runs.

### License

MIT

# Actor input Schema

## `mode` (type: `string`):

What to do with each input. 'get' — fetch a known Spotify entity by ID/URL. 'search' — search Spotify with keywords. 'chart' — fetch a chart (no input needed).

## `category` (type: `string`):

Which data to extract. The category must match your 'mode'. 'get' supports all entity categories. 'search' supports search\_\* categories. 'chart' supports chart\_\* categories.

## `queries` (type: `array`):

One input per line. For mode=get: Spotify ID, URI, or open.spotify.com URL. For mode=search: keywords. For mode=chart: leave empty.

## `maxResultsPerQuery` (type: `integer`):

For search/pagination categories. Ignored for single-entity 'get' calls.

## `market` (type: `string`):

Country code for regional results (tracks, charts, concerts). Leave empty for global.

## `lyricsLanguage` (type: `string`):

ISO 639-1 language code for lyrics translation. Leave empty for original.

## `chartDate` (type: `string`):

For chart\_\* categories. Leave empty for latest.

## `concurrency` (type: `integer`):

Number of queries to process in parallel. Higher = faster but more load.

## `delayMs` (type: `integer`):

Pause between requests. Use 0 for max speed.

## `includeRaw` (type: `boolean`):

Attach the full raw JSON from Spotify under a 'raw' field. Off by default for slimmer output.

## `enrichWithContrast` (type: `string`):

Attach equivalent data from another streaming platform. Optional.

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

Optional — upstream API already rotates proxies. Leave default unless debugging.

## Actor input object example

```json
{
  "mode": "get",
  "category": "track",
  "queries": [
    "4iV5W9uYEdYUVa79Axb7Rh",
    "https://open.spotify.com/artist/06HL4z0CvFAxyc27GXpf02"
  ],
  "maxResultsPerQuery": 50,
  "market": "US",
  "concurrency": 5,
  "delayMs": 0,
  "includeRaw": false,
  "enrichWithContrast": "",
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# Actor output Schema

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

All normalized Spotify entities pushed during this run. One row per entity with consistent top-level fields (id, name, type, url, imageUrl, followers, …) and the full upstream payload under `data`.

## `resultsCsv` (type: `string`):

Same dataset, flattened to CSV — useful for spreadsheets.

## `liveView` (type: `string`):

Browse the dataset in the Apify console with the Overview / Artists / Tracks / Albums / Playlists / Charts views.

# 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 = {
    "queries": [
        "4iV5W9uYEdYUVa79Axb7Rh",
        "https://open.spotify.com/artist/06HL4z0CvFAxyc27GXpf02"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("eduair94/spotify-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 = { "queries": [
        "4iV5W9uYEdYUVa79Axb7Rh",
        "https://open.spotify.com/artist/06HL4z0CvFAxyc27GXpf02",
    ] }

# Run the Actor and wait for it to finish
run = client.actor("eduair94/spotify-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 '{
  "queries": [
    "4iV5W9uYEdYUVa79Axb7Rh",
    "https://open.spotify.com/artist/06HL4z0CvFAxyc27GXpf02"
  ]
}' |
apify call eduair94/spotify-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=eduair94/spotify-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Spotify Scraper — Tracks, Artists, Playlists, Charts",
        "description": "Fast, cheap, full-coverage Spotify scraper. 50+ data categories including tracks, artists, albums, playlists, concerts, charts (Top 200 / Viral), lyrics, credits, recommendations, AI insights. Pay-per-event — no monthly fee.",
        "version": "1.0",
        "x-build-id": "63QH4hZwnx2mLaMxb"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/eduair94~spotify-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-eduair94-spotify-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/eduair94~spotify-scraper/runs": {
            "post": {
                "operationId": "runs-sync-eduair94-spotify-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/eduair94~spotify-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-eduair94-spotify-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "mode",
                    "category"
                ],
                "properties": {
                    "mode": {
                        "title": "Operation mode",
                        "enum": [
                            "get",
                            "search",
                            "chart"
                        ],
                        "type": "string",
                        "description": "What to do with each input. 'get' — fetch a known Spotify entity by ID/URL. 'search' — search Spotify with keywords. 'chart' — fetch a chart (no input needed).",
                        "default": "get"
                    },
                    "category": {
                        "title": "Data category",
                        "enum": [
                            "track",
                            "track_credits",
                            "track_lyrics",
                            "album",
                            "album_tracks",
                            "album_metadata",
                            "artist",
                            "artist_overview",
                            "artist_albums",
                            "artist_singles",
                            "artist_appears_on",
                            "artist_discovered_on",
                            "artist_featuring",
                            "artist_related",
                            "artist_discography_overview",
                            "playlist",
                            "playlist_tracks",
                            "user_profile",
                            "user_followers",
                            "recommendations",
                            "partner_playlist",
                            "partner_track",
                            "partner_album",
                            "partner_artist_overview",
                            "partner_artist_discography",
                            "concerts_by_location",
                            "search_concert_locations",
                            "search_multi",
                            "search_tracks",
                            "search_artists",
                            "search_albums",
                            "search_playlists",
                            "search_users",
                            "search_podcasts",
                            "search_episodes",
                            "search_genres",
                            "search_top_results",
                            "search_suggestions",
                            "search_lyrics",
                            "chart_top_200_tracks",
                            "chart_viral_tracks",
                            "chart_top_artists",
                            "chart_top_albums",
                            "chart_top_monthly_listeners",
                            "chart_top_followers"
                        ],
                        "type": "string",
                        "description": "Which data to extract. The category must match your 'mode'. 'get' supports all entity categories. 'search' supports search_* categories. 'chart' supports chart_* categories.",
                        "default": "track"
                    },
                    "queries": {
                        "title": "Input list (IDs, URLs, or keywords)",
                        "uniqueItems": false,
                        "type": "array",
                        "description": "One input per line. For mode=get: Spotify ID, URI, or open.spotify.com URL. For mode=search: keywords. For mode=chart: leave empty.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxResultsPerQuery": {
                        "title": "Max results per query",
                        "minimum": 1,
                        "maximum": 1000,
                        "type": "integer",
                        "description": "For search/pagination categories. Ignored for single-entity 'get' calls.",
                        "default": 50
                    },
                    "market": {
                        "title": "Market (ISO 3166-1 alpha-2)",
                        "type": "string",
                        "description": "Country code for regional results (tracks, charts, concerts). Leave empty for global.",
                        "default": "US"
                    },
                    "lyricsLanguage": {
                        "title": "Lyrics translation language",
                        "type": "string",
                        "description": "ISO 639-1 language code for lyrics translation. Leave empty for original."
                    },
                    "chartDate": {
                        "title": "Chart date (YYYY-MM-DD)",
                        "type": "string",
                        "description": "For chart_* categories. Leave empty for latest."
                    },
                    "concurrency": {
                        "title": "Parallel requests",
                        "minimum": 1,
                        "maximum": 20,
                        "type": "integer",
                        "description": "Number of queries to process in parallel. Higher = faster but more load.",
                        "default": 5
                    },
                    "delayMs": {
                        "title": "Delay between requests (ms)",
                        "minimum": 0,
                        "maximum": 60000,
                        "type": "integer",
                        "description": "Pause between requests. Use 0 for max speed.",
                        "default": 0
                    },
                    "includeRaw": {
                        "title": "Include raw upstream payload",
                        "type": "boolean",
                        "description": "Attach the full raw JSON from Spotify under a 'raw' field. Off by default for slimmer output.",
                        "default": false
                    },
                    "enrichWithContrast": {
                        "title": "Cross-platform enrichment",
                        "enum": [
                            "",
                            "ytmusic",
                            "applemusic",
                            "amazonmusic",
                            "pandora",
                            "gaana",
                            "tencent"
                        ],
                        "type": "string",
                        "description": "Attach equivalent data from another streaming platform. Optional.",
                        "default": ""
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "Optional — upstream API already rotates proxies. Leave default unless debugging.",
                        "default": {
                            "useApifyProxy": 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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```