I’m looking for an easy-to-use headless browser, as I’m relatively new to Python and programming in general. My goal is to access a webpage, fill out a login form that utilizes JavaScript, and then extract information by searching for specific criteria, selecting checkboxes, and downloading files. JavaScript support is essential for these tasks. I would prefer to implement this via Python and want to ensure that the final script can be converted using py2exe for distribution to other users. I came across Windmill, which seems like a possible solution, but I’m still uncertain. I would appreciate any recommendations or insights!
To accomplish your tasks with Python in a headless browser that supports JavaScript, I recommend using Playwright. It's a modern solution that provides powerful browser automation capabilities. Here's a quick guide to help you get started:
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Installation: Install Playwright with:
pip install playwright playwright install
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Basic Script: Write a script to control the browser. The following example logs into a webpage:
from playwright.sync_api import sync_playwright
with sync_playwright() as p:
browser = p.chromium.launch(headless=True)
page = browser.new_page()
page.goto(‘https://example.com/login’)
page.fill(‘input[name=“username”]’, ‘your-username’)
page.fill(‘input[name=“password”]’, ‘your-password’)
page.click(‘button[type=“submit”]’)
page.wait_for_selector(“#welcome”) # Adjust to the specific element on the landing page
print(page.inner_text(‘#criteria’)) # Example to extract specified criteria
browser.close() -
Conversion to Executable: To convert your script to an executable, use
pyinstaller
:
Ensure you follow any additional steps for specific file handling in Playwright.pip install pyinstaller pyinstaller --onefile your_script.py
This approach is efficient and provides a comprehensive way to handle your requirements with minimal complexity. Playwright's functionality will meet your needs effectively, particularly for JavaScript support. By using this method, you can automate your tasks efficiently and deliver your results quickly.
For your use case involving a headless browser with JavaScript functionality, I suggest considering Selenium with a headless browser setup. While often known for its use in UI testing, Selenium can also effectively handle web scraping and form submissions with JavaScript support. Here’s a practical approach to get you started:
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Installation: Start by installing Selenium alongside the browser driver like ChromeDriver for Chrome.
pip install selenium
For ChromeDriver, download it from the official site and ensure it’s in your system PATH or specify the path while initializing.
- Script Setup: Here’s how you can set up a basic login form submission with JavaScript capabilities using Selenium:
-
Conversion to Executable: To distribute your script,
py2exe
or similar tools likepyinstaller
can be utilized. Here is the pyinstaller method:pip install pyinstaller pyinstaller --onefile login_script.py
Ensure ChromeDriver is addressed in the package specifications if needed.
from selenium import webdriver from selenium.webdriver.chrome.options import Options
options = Options()
options.headless = Truebrowser = webdriver.Chrome(options=options)
browser.get(‘https://example.com/login’)browser.find_element_by_name(‘username’).send_keys(‘your-username’)
browser.find_element_by_name(‘password’).send_keys(‘your-password’)
browser.find_element_by_css_selector(‘button[type=“submit”]’).click()Wait for the page to load and select elements
browser.implicitly_wait(10) # or use WebDriverWait for better control
Example interaction
checkbox = browser.find_element_by_css_selector(‘input[type=“checkbox”]’)
checkbox.click()Perform actions like file download here
browser.quit()
This method will allow you to perform the needed tasks with robust support for JavaScript through Selenium. It’s a relatively straightforward option for programmatic interaction with web pages, particularly for beginners.