Scrape a Website using Playwright Python

I build a crawler to get the waterlevels of rivers in Baden-W├╝rttemberg every 15 minutes. There is no real API, but I wanted to plot the data over time. The page is rendered using Javascript which made a beautifulsoup solution not possible.

But there is Playwright for Python.

Playwright works with multiple browsers and supports an interactive mode.

As example for the waterlevel website:

import asyncio
from playwright.async_api import async_playwright

async def main():
    async with async_playwright() as p:
        browser = await p.chromium.launch(headless=False)
        page = await browser.new_page()
        await page.goto("")
        print(await page.title())
        # pause to inspect the page
        await page.pause()
        await browser.close()

This starts an interactive chromium. F12 is available and every page.pause() is a breakpoint. The page is paused after printing the title of the website.


The interactivity and full debug capabilities allow a lot easier development than using beautifulsoup on a downloaded HTML file.

The crawler is using GitHub Actions to download the data using schedules.