import asyncio import json from datetime import timedelta import functions_framework from flask import Request, Response from crawlee.crawlers import BeautifulSoupCrawler, BeautifulSoupCrawlingContext from crawlee.storage_clients import MemoryStorageClient async def main() -> str: # highlight-start # Disable writing storage data to the file system storage_client = MemoryStorageClient() # highlight-end crawler = BeautifulSoupCrawler( storage_client=storage_client, max_request_retries=1, request_handler_timeout=timedelta(seconds=30), max_requests_per_crawl=10, ) @crawler.router.default_handler async def request_handler(context: BeautifulSoupCrawlingContext) -> None: context.log.info(f'Processing {context.request.url} ...') data = { 'url': context.request.url, 'title': context.soup.title.string if context.soup.title else None, 'h1s': [h1.text for h1 in context.soup.find_all('h1')], 'h2s': [h2.text for h2 in context.soup.find_all('h2')], 'h3s': [h3.text for h3 in context.soup.find_all('h3')], } await context.push_data(data) await context.enqueue_links() await crawler.run(['https://crawlee.dev']) # highlight-start # Extract data saved in `Dataset` data = await crawler.get_data() # Serialize to json string and return return json.dumps(data.items) # highlight-end @functions_framework.http def crawlee_run(request: Request) -> Response: # You can pass data to your crawler using `request` function_id = request.headers['Function-Execution-Id'] response_str = asyncio.run(main()) # Return a response with the crawling results return Response(response=response_str, status=200)