# Sitemap Walker Pro — Recursive URL Discovery (`jungle_synthesizer/sitemap-url-extractor-pro`) Actor

Walk sitemaps and sitemap-index trees recursively. robots.txt fallback. Include/exclude globs/regex, lastmodSince filter, priorityMin filter, optional chunked output. Per-URL rows with image / video / news / hreflang metadata. Pure HTTP, no browser.

- **URL**: https://apify.com/jungle\_synthesizer/sitemap-url-extractor-pro.md
- **Developed by:** [BowTiedRaccoon](https://apify.com/jungle_synthesizer) (community)
- **Categories:** SEO tools, Developer tools
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per event

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

## Sitemap Walker Pro (Recursive URL Discovery + Filters)

Walk sitemaps and sitemap-index trees recursively. Falls back to robots.txt when only a site root is given. Filters URLs by glob, regex, last-modified date, and priority. Emits per-URL rows tagged with optional chunk indexes for parallel downstream actors.

---

### Sitemap Walker Pro Features

- Recursive sitemap-index walk — handles real-world sites that fan out across nested indexes (most large sites do), with cycle detection up to 10 levels deep.
- robots.txt fallback discovers the sitemap location when you pass a bare site root.
- Auto-tries `/sitemap.xml`, `/sitemap_index.xml`, `/sitemap-index.xml`, and `/sitemaps.xml` when no sitemap is given.
- Glob and regex include / exclude patterns. Wrap a pattern in `/.../` to treat it as regex; everything else is picomatch glob.
- `lastmodSince` and `priorityMin` filters for incremental crawls and SEO triage.
- Optional `chunkSize` tags each row with a 0-based chunk index so you can fan out to parallel downstream actors without re-implementing pagination.
- Captures hreflang alternates, image / video / news sitemap metadata when publishers ship them.
- Pure HTTP, no browser, no proxies. Polite 250 ms courtesy delay per host with automatic 429 / 5xx retry.

---

### Who Uses Sitemap Walker Data?

- **SEO teams** — discover the canonical URL set for a site before crawling, deduping, or running rich-result audits.
- **Content engineering** — feed downstream Lighthouse, screenshot, or structured-data validator runs with the canonical URL list.
- **Migration QA** — diff the URL set before and after a CMS migration, with `lastmodSince` for incremental snapshots.
- **AI training-set curators** — pull the publisher-blessed URL list straight from the sitemap, instead of crawling and guessing.
- **Competitive research** — see exactly which content competitors mark up for indexing, and how often each section updates.

---

### How Sitemap Walker Pro Works

1. Pass in a list of seed URLs. Each seed can be a sitemap directly, a sitemap-index, or a bare site root.
2. For each seed the actor either fetches the sitemap directly, tries the standard `/sitemap.xml` paths, or (when `fallbackToRobotsTxt` is on) parses `/robots.txt` for `Sitemap:` directives.
3. The walker descends into `<sitemapindex>` entries recursively up to 10 levels deep, dropping cycles via a shared seen-set across all seeds.
4. URLs are filtered in order: includePatterns → excludePatterns → lastmodSince → priorityMin. Chunk indexes are applied last when `chunkSize` is set.

---

### Input

```json
{
  "seeds": ["https://www.apify.com/sitemap.xml"],
  "fallbackToRobotsTxt": true,
  "recurseSitemapIndex": true,
  "includePatterns": ["**/blog/**"],
  "excludePatterns": ["/draft/"],
  "lastmodSince": "2026-01-01",
  "priorityMin": 0.5,
  "chunkSize": 100,
  "maxUrls": 0,
  "maxItems": 15
}
````

| Field | Type | Default | Description |
|-------|------|---------|-------------|
| `seeds` | array | required | Sitemap URLs OR site roots. Site roots fall back to robots.txt when `fallbackToRobotsTxt` is on. |
| `fallbackToRobotsTxt` | boolean | true | When a seed lacks an explicit sitemap, parse `/robots.txt` for `Sitemap:` directives. |
| `recurseSitemapIndex` | boolean | true | Walk into nested `<sitemapindex>` entries (most large sites use these). |
| `includePatterns` | array | — | Glob (`**/blog/**`) or `/regex/`. Empty = include all. |
| `excludePatterns` | array | — | Same syntax, applied after include. Exclude wins. |
| `lastmodSince` | string | — | ISO date. Only emit URLs with `lastmod >= this`. |
| `priorityMin` | number | — | Only emit URLs with `priority >= this` (0.0-1.0). |
| `chunkSize` | integer | — | Group output into chunks of this size; tag each row with a chunk index. |
| `maxUrls` | integer | 0 | Hard cap on emitted URLs. `0` = unlimited. |
| `maxItems` | integer | 15 | Apify-tester safety cap. Override (or set to 0) for production batches. |

The effective cap is the smaller of `maxUrls` and `maxItems` when both are set.

***

### Sitemap Walker Pro Output Fields

```json
{
  "url": "https://example.com/blog/post-1",
  "lastmod": "2026-04-15T10:00:00Z",
  "changefreq": "weekly",
  "priority": 0.8,
  "sourceSitemap": "https://example.com/sitemap.xml",
  "chunk": 0,
  "alternates":  ["es=https://example.com/es/blog/post-1"],
  "imageRefs":   ["https://example.com/img.jpg;Hero shot"],
  "videoRefs":   [],
  "newsTitle":           null,
  "newsPublication":     null,
  "newsPublicationDate": null,
  "newsLanguage":        null,
  "scrapedAt": "2026-04-30T18:00:00Z"
}
```

| Field | Type | Description |
|-------|------|-------------|
| `url` | string | Discovered URL. |
| `lastmod` | string | Last-modified timestamp from the sitemap (ISO string). |
| `changefreq` | string | `always`, `hourly`, `daily`, `weekly`, `monthly`, `yearly`, or `never`. |
| `priority` | number | Priority hint from the sitemap (0.0-1.0). |
| `sourceSitemap` | string | URL of the sitemap that contained this entry. |
| `chunk` | number | 0-based chunk index when `chunkSize` is set; `0` otherwise. |
| `alternates` | array | Pipe-joined `hreflang=href` entries from `xhtml:link rel=alternate`. |
| `imageRefs` | array | Pipe-joined `loc;title` entries from image sitemaps. |
| `videoRefs` | array | Pipe-joined `title;content_loc` entries from video sitemaps. |
| `newsTitle` | string | Google News sitemap title (when present). |
| `newsPublication` | string | Google News publication name (when present). |
| `newsPublicationDate` | string | Google News publication date (when present). |
| `newsLanguage` | string | Google News language code (when present). |
| `scrapedAt` | string | Timestamp when this URL was discovered. |

***

### Pricing

Token charge — functionally free. Apify rejects truly $0 PPE events, so the per-URL price is the smallest practical floor.

| Event | Price |
|-------|-------|
| Actor start | $0.10 |
| Per discovered URL | $0.0001 |

| Volume | Cost |
|--------|------|
| 100 URLs | $0.11 |
| 1,000 URLs | $0.20 |
| 10,000 URLs | $1.10 |

This actor is the cheap discovery primitive that pairs with paid downstream actors. Walk sitemaps liberally.

***

### Limits

- `maxItems` defaults to 15 — sized for the Apify tester's 5-minute timeout. Override for production batches by setting `maxItems` higher and / or relying on `maxUrls`.
- The actor does not fetch the URLs it discovers. Pair with a downstream actor (HTML scraper, Lighthouse, screenshot, structured-data validator) for that.
- Sitemap-index recursion caps at 10 levels deep. Cycles are detected via a shared seen-set across all seeds.
- `robots.txt` `Disallow:` rules are not enforced. Sitemaps are explicitly the publisher's invitation to fetch the listed URLs.
- `Crawl-delay:` directives are not parsed. The walker uses a fixed 250 ms courtesy delay between requests, plus automatic 429 / 5xx retry handling.
- Some publishers compress sitemaps as `.xml.gz` — these are auto-decompressed.

***

### Related Actors

- **Structured Data Validator Pro** — feed the discovered URL list straight into structured-data audits.
- **SSL & Security Headers Checker** — discover URLs for a site, then probe each one's TLS and header posture.
- **Angular SSR State Extractor** — discover an Angular site's URLs, then pull each page's TransferState payload.

***

### Need More Features?

Need a different output shape, a warehouse integration, or a pre-wired sitemap → fetch → validate chain? [File an issue](https://console.apify.com/actors/issues) or get in touch.

### Why Use Sitemap Walker Pro?

- **Functionally free** — $0.0001 per URL. Walk a million-URL sitemap for $100 and stop arguing about cost.
- **Recursive index walk + robots.txt fallback** — handles the messy real world. Most other walkers handle one sitemap and call it a day.
- **Chunked output** — tag each row with a 0-based chunk index and fan out to N parallel downstream actors without writing a coordinator.

***

Built by [OrbTop](https://orbtop.com).

# Actor input Schema

## `sp_intended_usage` (type: `string`):

Please describe how you plan to use the data extracted by this crawler.

## `sp_improvement_suggestions` (type: `string`):

Provide any feedback or suggestions for improvements.

## `sp_contact` (type: `string`):

Provide your email address so we can get in touch with you.

## `seeds` (type: `array`):

List of sitemap URLs OR site root URLs. Site roots fall back to robots.txt sitemap discovery when fallbackToRobotsTxt is on.

## `fallbackToRobotsTxt` (type: `boolean`):

When a seed lacks an explicit sitemap, fetch /robots.txt and parse its Sitemap: directives.

## `recurseSitemapIndex` (type: `boolean`):

Walk into nested <sitemapindex> entries (most large sites use these).

## `includePatterns` (type: `array`):

Glob or /regex/ patterns to include. Empty = include all.

## `excludePatterns` (type: `array`):

Glob or /regex/ patterns to exclude after includes apply.

## `lastmodSince` (type: `string`):

Only emit URLs with lastmod >= this date. Useful for incremental crawls.

## `priorityMin` (type: `number`):

Only emit URLs with priority >= this (0.0-1.0).

## `chunkSize` (type: `integer`):

If set, group output URLs into chunks of this size and tag each row with a chunk index.

## `maxUrls` (type: `integer`):

Hard cap on total URLs emitted (0 = unlimited). Governs the run scope; the Apify tester's maxItems guard is separate.

## `maxItems` (type: `integer`):

Apify tester safety cap — limits emitted records regardless of maxUrls. Defaults to 15 (the tester's 5-min timeout headroom). Override only if you know what you're doing.

## Actor input object example

```json
{
  "sp_intended_usage": "Describe your intended use...",
  "sp_improvement_suggestions": "Share your suggestions here...",
  "sp_contact": "Share your email here...",
  "seeds": [
    "https://www.apify.com/sitemap.xml"
  ],
  "fallbackToRobotsTxt": true,
  "recurseSitemapIndex": true,
  "maxUrls": 0,
  "maxItems": 15
}
```

# Actor output Schema

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

No description

# API

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

## JavaScript example

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

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

// Prepare Actor input
const input = {
    "sp_intended_usage": "Describe your intended use...",
    "sp_improvement_suggestions": "Share your suggestions here...",
    "sp_contact": "Share your email here...",
    "seeds": [
        "https://www.apify.com/sitemap.xml"
    ],
    "fallbackToRobotsTxt": true,
    "recurseSitemapIndex": true,
    "maxItems": 15
};

// Run the Actor and wait for it to finish
const run = await client.actor("jungle_synthesizer/sitemap-url-extractor-pro").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 = {
    "sp_intended_usage": "Describe your intended use...",
    "sp_improvement_suggestions": "Share your suggestions here...",
    "sp_contact": "Share your email here...",
    "seeds": ["https://www.apify.com/sitemap.xml"],
    "fallbackToRobotsTxt": True,
    "recurseSitemapIndex": True,
    "maxItems": 15,
}

# Run the Actor and wait for it to finish
run = client.actor("jungle_synthesizer/sitemap-url-extractor-pro").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 '{
  "sp_intended_usage": "Describe your intended use...",
  "sp_improvement_suggestions": "Share your suggestions here...",
  "sp_contact": "Share your email here...",
  "seeds": [
    "https://www.apify.com/sitemap.xml"
  ],
  "fallbackToRobotsTxt": true,
  "recurseSitemapIndex": true,
  "maxItems": 15
}' |
apify call jungle_synthesizer/sitemap-url-extractor-pro --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=jungle_synthesizer/sitemap-url-extractor-pro",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Sitemap Walker Pro — Recursive URL Discovery",
        "description": "Walk sitemaps and sitemap-index trees recursively. robots.txt fallback. Include/exclude globs/regex, lastmodSince filter, priorityMin filter, optional chunked output. Per-URL rows with image / video / news / hreflang metadata. Pure HTTP, no browser.",
        "version": "0.1",
        "x-build-id": "K1TFyeWWyNzSloBkZ"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/jungle_synthesizer~sitemap-url-extractor-pro/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-jungle_synthesizer-sitemap-url-extractor-pro",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/jungle_synthesizer~sitemap-url-extractor-pro/runs": {
            "post": {
                "operationId": "runs-sync-jungle_synthesizer-sitemap-url-extractor-pro",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/jungle_synthesizer~sitemap-url-extractor-pro/run-sync": {
            "post": {
                "operationId": "run-sync-jungle_synthesizer-sitemap-url-extractor-pro",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "sp_intended_usage",
                    "sp_improvement_suggestions",
                    "seeds"
                ],
                "properties": {
                    "sp_intended_usage": {
                        "title": "What is the intended usage of this data?",
                        "minLength": 1,
                        "type": "string",
                        "description": "Please describe how you plan to use the data extracted by this crawler."
                    },
                    "sp_improvement_suggestions": {
                        "title": "How can we improve this crawler for you?",
                        "minLength": 1,
                        "type": "string",
                        "description": "Provide any feedback or suggestions for improvements."
                    },
                    "sp_contact": {
                        "title": "Contact Email",
                        "minLength": 1,
                        "type": "string",
                        "description": "Provide your email address so we can get in touch with you."
                    },
                    "seeds": {
                        "title": "Seeds",
                        "type": "array",
                        "description": "List of sitemap URLs OR site root URLs. Site roots fall back to robots.txt sitemap discovery when fallbackToRobotsTxt is on.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "fallbackToRobotsTxt": {
                        "title": "Fall Back To robots.txt",
                        "type": "boolean",
                        "description": "When a seed lacks an explicit sitemap, fetch /robots.txt and parse its Sitemap: directives.",
                        "default": true
                    },
                    "recurseSitemapIndex": {
                        "title": "Recurse Sitemap Index",
                        "type": "boolean",
                        "description": "Walk into nested <sitemapindex> entries (most large sites use these).",
                        "default": true
                    },
                    "includePatterns": {
                        "title": "Include Patterns",
                        "type": "array",
                        "description": "Glob or /regex/ patterns to include. Empty = include all.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "excludePatterns": {
                        "title": "Exclude Patterns",
                        "type": "array",
                        "description": "Glob or /regex/ patterns to exclude after includes apply.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "lastmodSince": {
                        "title": "Last-Modified Since (ISO date)",
                        "type": "string",
                        "description": "Only emit URLs with lastmod >= this date. Useful for incremental crawls."
                    },
                    "priorityMin": {
                        "title": "Minimum Priority",
                        "type": "number",
                        "description": "Only emit URLs with priority >= this (0.0-1.0)."
                    },
                    "chunkSize": {
                        "title": "Chunk Size",
                        "type": "integer",
                        "description": "If set, group output URLs into chunks of this size and tag each row with a chunk index."
                    },
                    "maxUrls": {
                        "title": "Max URLs",
                        "type": "integer",
                        "description": "Hard cap on total URLs emitted (0 = unlimited). Governs the run scope; the Apify tester's maxItems guard is separate.",
                        "default": 0
                    },
                    "maxItems": {
                        "title": "Max Items (Apify Tester Cap)",
                        "maximum": 1000000,
                        "type": "integer",
                        "description": "Apify tester safety cap — limits emitted records regardless of maxUrls. Defaults to 15 (the tester's 5-min timeout headroom). Override only if you know what you're doing.",
                        "default": 15
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
