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base on Pydoll is a library for automating chromium-based browsers without a WebDriver, offering realistic interactions. <h1>Pydoll: Async Web Automation in Python!</h1> <img src="https://github.com/user-attachments/assets/c4615101-d932-4e79-8a08-f50fbc686e3b" alt="Alt text" /> <a href="https://codecov.io/gh/autoscrape-labs/pydoll"> <img src="https://codecov.io/gh/autoscrape-labs/pydoll/graph/badge.svg?token=40I938OGM9"/> </a> <img src="https://github.com/thalissonvs/pydoll/actions/workflows/tests.yml/badge.svg" alt="Tests"> <img src="https://github.com/thalissonvs/pydoll/actions/workflows/ruff-ci.yml/badge.svg" alt="Ruff CI"> <img src="https://github.com/thalissonvs/pydoll/actions/workflows/release.yml/badge.svg" alt="Release"> <img src="https://tokei.rs/b1/github/thalissonvs/pydoll" alt="Total lines"> <img src="https://tokei.rs/b1/github/thalissonvs/pydoll?category=files" alt="Files"> <img src="https://tokei.rs/b1/github/thalissonvs/pydoll?category=comments" alt="Comments"> Pydoll is revolutionizing browser automation! Unlike other solutions, it eliminates the need for webdrivers, providing a smooth and reliable automation experience with native asynchronous performance. <a href="https://autoscrape-labs.github.io/pydoll/">Documentation</a> • <a href="#-quick-start">Quick Start</a> • <a href="#-contributing">Contributing</a> • <a href="#-support-my-work">Support</a> • <a href="#-license">License</a> ## Big Updates Are in the Works! I'm working on a major update for **pydoll**, bringing several improvements and exciting new features. This version introduces some breaking changes, and I'm taking time to make things cleaner, faster, and easier to maintain. ### What's changing? - Refactored module and file structure for better clarity and maintainability - Improved logging system for easier debugging and issue tracking - Static typing support using `mypy` - A modern, dynamic way to query elements (moving away from the Selenium-style approach) ### New Features Coming - `connect_to_remote` to support remote browser connections - `set_browser_prefs` in the `Options` class to more concise and pragmatic Chrome configuration - Shadow DOM interaction support - HTML extension interface interaction - Improved click system (hover, drag, move – like `ActionChains`) - Dynamic proxy switching (no need to restart browser) ### What to Expect This is a big shift and may take a bit of time. While v2 is in progress: - Releases may slow down temporarily - Focus will shift to bugfixes and issue responses Thanks for your continued support, and stay tuned! ## Key Features 🔹 **Zero Webdrivers!** Say goodbye to webdriver compatibility nightmares 🔹 **Native Captcha Bypass!** Smoothly handles Cloudflare Turnstile and reCAPTCHA v3* 🔹 **Async Performance** for lightning-fast automation 🔹 **Human-like Interactions** that mimic real user behavior 🔹 **Powerful Event System** for reactive automations 🔹 **Multi-browser Support** including Chrome and Edge ## Installation ```bash pip install pydoll-python ``` ## Quick Start Get started with just a few lines of code: ```python import asyncio from pydoll.browser.chrome import Chrome from pydoll.constants import By async def main(): async with Chrome() as browser: await browser.start() page = await browser.get_page() # Works with captcha-protected sites await page.go_to('https://example-with-cloudflare.com') button = await page.find_element(By.CSS_SELECTOR, 'button') await button.click() asyncio.run(main()) ``` Need to configure your browser? Easy! ```python from pydoll.browser.chrome import Chrome from pydoll.browser.options import Options options = Options() # Add a proxy options.add_argument('--proxy-server=username:password@ip:port') # Custom browser location options.binary_location = '/path/to/your/browser' async with Chrome(options=options) as browser: await browser.start() # Your code here ``` ## Documentation For comprehensive documentation, examples, and deep dives into Pydoll's features, visit our [official documentation site](https://autoscrape-labs.github.io/pydoll/). The documentation includes: - Detailed usage examples - API reference - Advanced techniques and patterns - Troubleshooting guides ## Sponsors [CapSolver](https://www.capsolver.com/?utm_source=github&utm_medium=banner_repo&utm_campaign=scraping&utm_term=pydoll) is an AI-powered tool that easily bypasses Captchas, allowing uninterrupted access to public data with fast, reliable, and cost-effective. And please enjoy the code PYDOLL to get an extra 6% balance! You can register [here](https://dashboard.capsolver.com/passport/?utm_source=github&utm_medium=banner_repo&utm_campaign=scraping&utm_term=pydoll). <a href="https://www.capsolver.com/?utm_source=github&utm_medium=banner_repo&utm_campaign=scraping&utm_term=pydoll" target="_blank"> <img src="https://github.com/user-attachments/assets/aaf49563-2b93-49c3-8f9c-c2dccc8dc0c8" alt="Pydoll Sponsors" width="1200" /> </a> Pydoll is proudly supported by these amazing sponsors who believe in the future of webdriver-free automation. Their contributions make it possible for us to maintain and improve this project. Interested in becoming a sponsor? Check out our [GitHub Sponsors page](https://github.com/sponsors/thalissonvs) for more information about the perks and benefits of sponsoring this project! ## Contributing We'd love your help making Pydoll even better! Check out our [contribution guidelines](CONTRIBUTING.md) to get started. Whether it's fixing bugs, adding features, or improving documentation - all contributions are welcome! Please make sure to: - Write tests for new features or bug fixes - Follow coding style and conventions - Use conventional commits for pull requests - Run lint and test checks before submitting ## Support My Work If you find my projects helpful, consider [sponsoring me on GitHub](https://github.com/sponsors/thalissonvs). You'll get access to exclusive perks like prioritized support, custom features, and more! Can't sponsor right now? No problem — you can still help a lot by: - ⭐ Starring the repo - 🐦 Sharing it on social media - 📝 Writing blog posts or tutorials - 💬 Giving feedback or reporting issues Every bit of support makes a difference — thank you! 🙌 ## 📄 License Pydoll is licensed under the [MIT License](LICENSE). --- Pydoll — Making browser automation magical! ✨ ", Assign "at most 3 tags" to the expected json: {"id":"13125","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"

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