# Docker Hub Container Images Scraper (`parseforge/docker-hub-images-scraper`) Actor Search Docker Hub for container images. Returns repository name, owner, full and short description, official/automated/verified flags, star count, total pull count, last updated, available tags. Search by keyword or look up specific images by name with full tag listings. - **URL**: https://apify.com/parseforge/docker-hub-images-scraper.md - **Developed by:** [ParseForge](https://apify.com/parseforge) (community) - **Categories:** Developer tools, Automation, Education - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $12.00 / 1,000 result 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 ![ParseForge Banner](https://github.com/ParseForge/apify-assets/blob/ad35ccc13ddd068b9d6cba33f323962e39aed5b2/banner.jpg?raw=true) ## ๐Ÿณ Docker Hub Image Search and Lookup Scraper > ๐Ÿš€ **Pull Docker Hub repositories with tags, stars, pull count, official flag, storage size, last update, content types, categories, and full README.** > ๐Ÿ•’ **Last updated:** 2026-05-08 ยท **๐Ÿ“Š 29+ fields** per record ยท **Docker Hub repositories** ยท stars, pull count, tags, full description, categories, storage size, content types, official flag, source repo ยท search and lookup The **Docker Hub Image Search and Lookup Scraper** pulls rich repository metadata from Docker Hub. Output includes repo name + owner, short + full description (full README markdown), star count, pull count, official + verified + automated flags, status, storage size, media types, content types, categories, collaborator count, hub user, source repo URL, dates registered + last modified, and the most-recent tags with sizes and last-updated timestamps. Two modes in one Actor: free-text search across the entire Docker Hub catalog, and direct repository lookup by `owner/name` (or `library/name` for official images). Tag enrichment runs automatically and pulls the 30 most recent tags per repo by default. | ๐ŸŽฏ Target Audience | ๐Ÿ’ก Primary Use Cases | |---|---| | DevOps engineers, container security teams, SBOM builders, container-discovery tools, Kubernetes operators, ML researchers | Container supply chain analysis, base-image curation, popular-image dashboards, image-discovery tools, ecosystem health monitoring | --- ### ๐Ÿ“‹ What the Docker Hub Image Search and Lookup Scraper does Five filtering workflows in a single run: - ๐Ÿ” **Search.** Docker Hub full-text search. - ๐Ÿ†” **Lookup.** Pull specific repos by owner/name. - ๐Ÿท๏ธ **Tags + sizes.** 30 most recent tags with sizes and last-updated. - ๐Ÿ“œ **Full README.** Markdown body of the long description. - โœ… **Official + verified flags.** Distinguish trusted publishers. > ๐Ÿ’ก **Why it matters:** clean, server-side filtering and fresh data on every run. --- ### ๐ŸŽฌ Full Demo _๐Ÿšง Coming soon: a 3-minute walkthrough showing how to go from sign-up to a downloaded dataset._ --- ### โš™๏ธ Input
InputTypeDefaultBehavior
maxItemsinteger10Records to return. Free plan caps at 10, paid plan up to 1,000,000.
modestring"search"search or lookup.
querystring""Search term (search mode).
namesstring""Newline-separated owner/name (lookup mode). Bare names assume `library/`.
fetchTagsbooleantrueWhen true, fetches 30 most-recent tags per repo.
**Example: search popular language images.** ```json { "maxItems": 50, "mode": "search", "query": "python", "fetchTags": true } ```` **Example: lookup official base images.** ```json { "maxItems": 10, "mode": "lookup", "names": "library/nginx\nlibrary/redis\nlibrary/postgres\nlibrary/python" } ``` *** ### ๐Ÿ“Š Output Each record contains **29+ fields**. Download as CSV, Excel, JSON, or XML. #### ๐Ÿงพ Schema | Field | Type | Example | |---|---|---| | ๐Ÿ“› `repoName` | string | `"library/nginx"` | | ๐Ÿ‘ค `repoOwner` | string | `"library"` | | ๐Ÿ“œ `shortDescription` | string | `"Official build of Nginx."` | | ๐Ÿ“œ `fullDescription` | string | `"## What is Nginx?..."` | | โญ `stars` | number | `20500` | | ๐Ÿ“ฅ `pullCount` | number | `8200000000` | | โœ… `isOfficial` | boolean | `true` | | โœ… `isVerified` | boolean | `false` | | ๐Ÿ“Š `storageSize` | number | `158234567` | | ๐Ÿท๏ธ `mediaTypes` | array | `["application/vnd.docker.distribution.manifest.v2+json"]` | | ๐Ÿ“ `contentTypes` | array | `["image"]` | | ๐Ÿท๏ธ `categories` | array | `["Web Servers"]` | | ๐Ÿ‘ค `hubUser` | string | `""` | | ๐ŸŒ `sourceRepo` | string | `"https://github.com/nginxinc/docker-nginx"` | | ๐Ÿ“… `dateRegistered` | string | `"2014-06-09T20:29:59.000Z"` | | ๐Ÿ“… `lastUpdated` | string | `"2026-04-30T18:21:31.000Z"` | | ๐Ÿท๏ธ `tags` | array | `["latest","mainline","stable",...]` | | ๐Ÿ“Š `tagCount` | number | `987` | | ๐ŸŒ `dockerHubUrl` | string | `"https://hub.docker.com/r/library/nginx"` | #### ๐Ÿ“ฆ Sample records
๐Ÿณ library/nginx ```json {"repoName":"library/nginx","stars":20500,"pullCount":8200000000,"isOfficial":true,"tagCount":987,"categories":["Web Servers"]} ```
๐Ÿณ library/python ```json {"repoName":"library/python","stars":10800,"pullCount":3200000000,"isOfficial":true,"tagCount":2540} ```
*** ### โœจ Why choose this Actor | | Capability | |---|---| | โญ | **Real popularity signals.** Stars + pull count side-by-side. | | ๐Ÿท๏ธ | **Tag enrichment.** 30 most recent tags with sizes per repo, ready for image-pin tooling. | | โœ… | **Trust flags.** Official, verified, automated flags expose publisher trust. | | ๐Ÿ“œ | **Full README.** Long description (markdown body) for image-discovery UIs. | | ๐Ÿ†“ | **No auth.** Public Docker Hub API. | *** ### ๐Ÿ“ˆ How it compares to alternatives | Approach | Cost | Coverage | Refresh | Filters | Setup | |---|---|---|---|---|---| | **โญ This Actor** | $5 free credit | **Docker Hub** | Live per run | 2 modes | โšก 2 min | | Docker Hub API | Free | Same | Live | DIY | ๐Ÿข Code | | Docker Scout (paid) | $$ | Larger | Live | Yes | ๐Ÿข Account | | Manual scraping | Free | All | Live | DIY | ๐Ÿข Days | *** ### ๐Ÿš€ How to use 1. ๐Ÿ“ **Sign up.** [Create a free account with $5 credit](https://console.apify.com/sign-up?fpr=vmoqkp) (takes 2 minutes). 2. ๐ŸŒ **Open the Actor.** Find the Docker Hub Image Search and Lookup Scraper on the Apify Store. 3. ๐ŸŽฏ **Set input.** Pick filters and `maxItems`. 4. ๐Ÿš€ **Run it.** Click **Start**. 5. ๐Ÿ“ฅ **Download.** Grab results in the **Dataset** tab as CSV, Excel, JSON, or XML. > โฑ๏ธ Total time from signup to dataset: **3-5 minutes.** No coding required. *** ### ๐Ÿ’ผ Business use cases
#### ๐Ÿณ DevOps + Platform - Base-image curation - Image-pin tooling - Trusted-publisher inventories - Pull-trend dashboards #### ๐Ÿ” Container Security - SBOM for container deps - Vulnerability triage - Image-source validation - Trust-tier analysis
#### ๐Ÿ“Š Ecosystem Analytics - Most-pulled leaderboards - Category distribution - Stars vs pulls correlation - Tag-evolution studies #### ๐Ÿ“š Discovery + Education - Image-search engines - Best-practice base-image guides - Container learning - Community curation
*** ### ๐Ÿ”Œ Automating Docker Hub Image Search and Lookup Scraper Control the scraper programmatically: - ๐ŸŸข **Node.js.** Install the `apify-client` NPM package. - ๐Ÿ **Python.** Use the `apify-client` PyPI package. - ๐Ÿ“š See the [Apify API documentation](https://docs.apify.com/api/v2) for full details. The [Apify Schedules feature](https://docs.apify.com/platform/schedules) lets you trigger this Actor on any cron interval. *** ### ๐ŸŒŸ Beyond business use cases Data like this powers more than commercial workflows.
#### ๐ŸŽ“ Research and academia - Container-ecosystem studies - Reproducible image snapshots - Pull-trend analysis - Image-similarity research #### ๐ŸŽจ Personal and creative - Personal Docker dashboards - Curated image lists - Side projects with registry data - Image-blog backbones
#### ๐Ÿค Non-profit and civic - Free SBOM tools - Educational container maps - Civic tech inventories - OSS security awareness #### ๐Ÿงช Experimentation - Train image recommenders - Prototype security scanners - Build pull-graph systems - Test trust-tier classification
*** ### ๐Ÿค– Ask an AI assistant about this scraper Open a ready-to-send prompt in the AI of your choice: - ๐Ÿ’ฌ [**ChatGPT**](https://chat.openai.com/?q=How%20do%20I%20use%20the%20Docker%20Hub%20Image%20Search%20and%20Lookup%20Scraper%20by%20ParseForge%20on%20Apify%3F%20Show%20me%20input%20examples%2C%20output%20fields%2C%20common%20use%20cases%2C%20and%20how%20to%20integrate%20it%20into%20a%20workflow.) - ๐Ÿง  [**Claude**](https://claude.ai/new?q=How%20do%20I%20use%20the%20Docker%20Hub%20Image%20Search%20and%20Lookup%20Scraper%20by%20ParseForge%20on%20Apify%3F%20Show%20me%20input%20examples%2C%20output%20fields%2C%20common%20use%20cases%2C%20and%20how%20to%20integrate%20it%20into%20a%20workflow.) - ๐Ÿ” [**Perplexity**](https://perplexity.ai/search?q=How%20do%20I%20use%20the%20Docker%20Hub%20Image%20Search%20and%20Lookup%20Scraper%20by%20ParseForge%20on%20Apify%3F%20Show%20me%20input%20examples%2C%20output%20fields%2C%20common%20use%20cases%2C%20and%20how%20to%20integrate%20it%20into%20a%20workflow.) - ๐Ÿ…’ [**Copilot**](https://copilot.microsoft.com/?q=How%20do%20I%20use%20the%20Docker%20Hub%20Image%20Search%20and%20Lookup%20Scraper%20by%20ParseForge%20on%20Apify%3F%20Show%20me%20input%20examples%2C%20output%20fields%2C%20common%20use%20cases%2C%20and%20how%20to%20integrate%20it%20into%20a%20workflow.) *** ### โ“ Frequently Asked Questions #### ๐Ÿงฉ How does it work? Pick search or lookup mode. Search runs Docker Hub's full-text search; lookup pulls specific repos by owner/name. #### ๐Ÿ“Š How many fields per record? 29 base, plus tag arrays when fetchTags is enabled. #### ๐Ÿท๏ธ Are tags fetched? Yes by default. The 30 most recent tags per repo, with sizes and last-updated timestamps. #### โœ… What's the difference between official and verified? Official images are maintained by Docker (e.g. library/nginx). Verified are external publishers vetted by Docker. #### ๐Ÿ“œ Does the full README come back? Yes. The long description (markdown body) is included as fullDescription. #### ๐Ÿ†“ Do I need an API key? No. The Docker Hub API is open. #### ๐Ÿ” Can I schedule runs? Yes. Schedule daily to track new tags and pull-count changes. #### โš–๏ธ Is this data free to use? Yes. Docker Hub metadata is publicly available. #### ๐Ÿ“ฆ Are private repos accessible? No. This Actor only scrapes public repositories. #### ๐Ÿ’ณ Do I need a paid Apify plan? No. The free plan covers preview runs (10 records). *** ### ๐Ÿ”Œ Integrate with any app Docker Hub Image Search and Lookup Scraper connects to any cloud service via [Apify integrations](https://apify.com/integrations): - [**Make**](https://docs.apify.com/platform/integrations/make) - Automate multi-step workflows - [**Zapier**](https://docs.apify.com/platform/integrations/zapier) - Connect with 5,000+ apps - [**Slack**](https://docs.apify.com/platform/integrations/slack) - Get run notifications - [**Airbyte**](https://docs.apify.com/platform/integrations/airbyte) - Pipe data into your warehouse - [**GitHub**](https://docs.apify.com/platform/integrations/github) - Trigger runs from commits - [**Google Drive**](https://docs.apify.com/platform/integrations/drive) - Export datasets to Sheets *** ### ๐Ÿ”— Recommended Actors - [**๐Ÿ“ฆ npm Package Registry**](https://apify.com/parseforge/npm-packages-scraper) - Pull npm packages with version, downloads, dependencies, integrity - [**๐Ÿ PyPI Python Package**](https://apify.com/parseforge/pypi-packages-scraper) - Pull PyPI packages with version, license, classifiers, vulnerabilities - [**๐Ÿฆ€ crates.io Rust Package**](https://apify.com/parseforge/crates-io-rust-scraper) - Pull Rust crates with edition, downloads, features, dependencies - [**๐Ÿ’Ž RubyGems Ruby Package**](https://apify.com/parseforge/rubygems-scraper) - Pull RubyGems with version, downloads, dependencies, ruby version - [**๐Ÿ“Š Stack Exchange Questions**](https://apify.com/parseforge/stackexchange-questions-scraper) - Search 170+ Stack Exchange Q\&A sites > ๐Ÿ’ก **Pro Tip:** browse the complete [ParseForge collection](https://apify.com/parseforge) for more reference-data scrapers. *** **๐Ÿ†˜ Need Help?** [**Open our contact form**](https://tally.so/r/BzdKgA) to request a new scraper, propose a custom data project, or report an issue. *** > **โš ๏ธ Disclaimer:** this Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Docker Inc., the Docker Hub maintainers, or any individual image publisher. All trademarks mentioned are the property of their respective owners. Only publicly available open data is collected. # Actor input Schema ## `maxItems` (type: `integer`): Free users: Limited to 10 items (preview). Paid users: Optional, max 1,000,000 ## `mode` (type: `string`): search returns ranked results, lookup pulls each owner/name from your list with detail. ## `query` (type: `string`): Free-text image search. ## `names` (type: `string`): Format: `owner/name` per line (e.g. `library/nginx`, `linuxserver/jellyfin`). Use `library/X` for official images. ## `fetchTags` (type: `boolean`): If checked, also fetches the top 30 tags per image (1 extra API call per image). ## Actor input object example ```json { "maxItems": 10, "mode": "search", "query": "nginx", "names": "library/nginx\nlibrary/postgres\nlibrary/redis\nlibrary/python", "fetchTags": true } ``` # Actor output Schema ## `overview` (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 '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "maxItems": 10, "mode": "search", "query": "nginx", "names": `library/nginx library/postgres library/redis library/python` }; // Run the Actor and wait for it to finish const run = await client.actor("parseforge/docker-hub-images-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`๐Ÿ’พ 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); }); // ๐Ÿ“š Want to learn more ๐Ÿ“–? Go to โ†’ 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 '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "maxItems": 10, "mode": "search", "query": "nginx", "names": """library/nginx library/postgres library/redis library/python""", } # Run the Actor and wait for it to finish run = client.actor("parseforge/docker-hub-images-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("๐Ÿ’พ Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # ๐Ÿ“š Want to learn more ๐Ÿ“–? Go to โ†’ https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "maxItems": 10, "mode": "search", "query": "nginx", "names": "library/nginx\\nlibrary/postgres\\nlibrary/redis\\nlibrary/python" }' | apify call parseforge/docker-hub-images-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=parseforge/docker-hub-images-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Docker Hub Container Images Scraper", "description": "Search Docker Hub for container images. Returns repository name, owner, full and short description, official/automated/verified flags, star count, total pull count, last updated, available tags. Search by keyword or look up specific images by name with full tag listings.", "version": "1.0", "x-build-id": "S4jEXjQbJgima5h4w" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/parseforge~docker-hub-images-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-parseforge-docker-hub-images-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/parseforge~docker-hub-images-scraper/runs": { "post": { "operationId": "runs-sync-parseforge-docker-hub-images-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/parseforge~docker-hub-images-scraper/run-sync": { "post": { "operationId": "run-sync-parseforge-docker-hub-images-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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", "properties": { "maxItems": { "title": "Max Items", "minimum": 1, "maximum": 1000000, "type": "integer", "description": "Free users: Limited to 10 items (preview). Paid users: Optional, max 1,000,000" }, "mode": { "title": "Mode", "enum": [ "search", "lookup" ], "type": "string", "description": "search returns ranked results, lookup pulls each owner/name from your list with detail.", "default": "search" }, "query": { "title": "Search query (search mode)", "type": "string", "description": "Free-text image search." }, "names": { "title": "Repo names (lookup mode)", "type": "string", "description": "Format: `owner/name` per line (e.g. `library/nginx`, `linuxserver/jellyfin`). Use `library/X` for official images." }, "fetchTags": { "title": "Fetch top tags", "type": "boolean", "description": "If checked, also fetches the top 30 tags per image (1 extra API call per image).", "default": true } } }, "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 } } } } } } } } } } ```