import sql import requests from bs4 import BeautifulSoup HEADERS = ({'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/81.0.4044.138 ' 'Safari/537.36'}) def crawl(product_ids: [int]) -> dict: """ Crawls the given list of products and saves the results to sql :param products: The list of product IDs to fetch :return: A dict with the following fields: total_crawls: number of total crawl tries (products * vendors per product) successful_crawls: number of successful products products_with_problems: list of products that have not been crawled successfully """ total_crawls = 0 successful_crawls = 0 products_with_problems = [] # Iterate over every product that has to be crawled for product_id in product_ids: # Get all links for this product product_links = sql.getProductLinksForProduct(product_id) crawled_data = [] # Iterate over every link / vendor for product_vendor_info in product_links: total_crawls += 1 # Call the appropriate vendor crawling function and append the result to the list of crawled data if product_vendor_info['vendor_id'] == 1: # Amazon crawled_data.append(__crawl_amazon__(product_vendor_info)) elif product_vendor_info['vendor_id'] == 2: # Apple crawled_data.append(__crawl_apple__(product_vendor_info)) elif product_vendor_info['vendor_id'] == 3: # Media Markt crawled_data.append(__crawl_mediamarkt__(product_vendor_info)) else: products_with_problems.append(product_vendor_info) continue successful_crawls += 1 # Insert data to SQL sql.insertData(crawled_data) return { 'total_crawls': total_crawls, 'successful_crawls': successful_crawls, 'products_with_problems': products_with_problems } def __crawl_amazon__(product_info: dict) -> tuple: """ Crawls the price for the given product from amazon :param product_info: A dict with product info containing product_id, vendor_id, url :return: A tuple with the crawled data, containing (product_id, vendor_id, price_in_cents) """ page = requests.get(product_info['url'], headers= HEADERS) soup = BeautifulSoup(page.content, features="lxml") try: price = int(soup.find(id='priceblock_ourprice').get_text().replace(".", "").replace(",", "").replace("€", "").strip()) except RuntimeError: price = '' return (product_info['product_id'], product_info['vendor_id'], price) def __crawl_apple__(product_info: dict) -> tuple: """ Crawls the price for the given product from apple :param product_info: A dict with product info containing product_id, vendor_id, url :return: A tuple with the crawled data, containing (product_id, vendor_id, price_in_cents) """ return (product_info['product_id'], product_info['vendor_id'], 123) def __crawl_mediamarkt__(product_info: dict) -> tuple: """ Crawls the price for the given product from media markt :param product_info: A dict with product info containing product_id, vendor_id, url :return: A tuple with the crawled data, containing (product_id, vendor_id, price_in_cents) """ pass