{"id":5894,"date":"2026-10-13T07:33:56","date_gmt":"2026-10-13T07:33:56","guid":{"rendered":"https:\/\/futuretechs2040.com\/?p=5894"},"modified":"2026-10-13T07:33:56","modified_gmt":"2026-10-13T07:33:56","slug":"%d8%aa%d9%82%d9%86%d9%8a%d8%a9-%d8%a7%d8%b3%d8%aa%d8%ae%d8%b1%d8%a7%d8%ac-%d8%a7%d9%84%d8%a8%d9%8a%d8%a7%d9%86%d8%a7%d8%aa-%d9%85%d9%86-%d8%a7%d9%84%d9%88%d9%8a%d8%a8-web-scraping","status":"publish","type":"post","link":"https:\/\/futuretechs2040.com\/?p=5894","title":{"rendered":"\u062a\u0642\u0646\u064a\u0629 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0648\u064a\u0628 (Web Scraping)"},"content":{"rendered":"

\u062a\u0642\u0646\u064a\u0629 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0648\u064a\u0628 (Web Scraping)<\/p>\n

\u0641\u064a \u0639\u0635\u0631\u0646\u0627 \u0627\u0644\u0631\u0642\u0645\u064a \u0627\u0644\u062d\u0627\u0644\u064a\u060c \u0623\u0635\u0628\u062d\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u064f\u0648\u0635\u0641 \u0628\u0640 “\u0627\u0644\u0646\u0641\u0637 \u0627\u0644\u062c\u062f\u064a\u062f”\u060c \u062d\u064a\u062b \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u064a\u0647\u0627 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0648\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0644\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0648\u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a. \u0648\u0645\u0639 \u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631 \u0627\u0644\u0647\u0627\u0626\u0644 \u0644\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0639\u0644\u0649 \u0634\u0628\u0643\u0629 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c \u0628\u0631\u0632\u062a \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0648\u0633\u0627\u0626\u0644 \u0622\u0644\u064a\u0651\u0629 \u0648\u0641\u0639\u0627\u0644\u0629 \u0644\u062c\u0645\u0639 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627. \u0645\u0646 \u0647\u0646\u0627 \u062a\u0628\u0631\u0632 \u062a\u0642\u0646\u064a\u0629 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0648\u064a\u0628 (Web Scraping)<\/b> \u0643\u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0623\u0647\u0645 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0641\u064a \u0639\u0627\u0644\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n

\u0623\u0648\u0644\u0627\u064b: \u0645\u0627 \u0647\u0648 Web Scraping \u0648\u0643\u064a\u0641 \u064a\u0639\u0645\u0644\u061f<\/h3>\n

\u064a\u064f\u0642\u0635\u062f \u0628\u0640 Web Scraping<\/b> (\u0623\u0648 \u0643\u0634\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0648\u064a\u0628) \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0646 \u0635\u0641\u062d\u0627\u062a \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a. \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u062a\u0635\u0641\u062d \u0627\u0644\u064a\u062f\u0648\u064a \u0627\u0644\u0645\u062c\u0647\u062f \u0648\u0627\u0644\u0646\u0633\u062e \u0648\u0627\u0644\u0644\u0635\u0642 \u0627\u0644\u0630\u064a \u064a\u062a\u0637\u0644\u0628 \u0633\u0627\u0639\u0627\u062a \u0623\u0648 \u0623\u064a\u0627\u0645\u0627\u064b \u0637\u0648\u064a\u0644\u0629\u060c \u062a\u0642\u0648\u0645 \u0628\u0631\u0627\u0645\u062c \u0648\u0645\u0633\u062a\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Scrapers or Bots) \u0628\u062a\u0646\u0641\u064a\u0630 \u0647\u0630\u0647 \u0627\u0644\u0645\u0647\u0645\u0629 \u0641\u064a \u062b\u0648\u0627\u0646\u064d \u0645\u0639\u062f\u0648\u062f\u0629.<\/p>\n

\u062a\u062a\u0643\u0648\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0643\u0634\u0637 \u0645\u0646 \u062b\u0644\u0627\u062b \u0645\u0631\u0627\u062d\u0644 \u0631\u0626\u064a\u0633\u064a\u0629 \u0645\u062a\u062a\u0627\u0628\u0639\u0629:<\/p>\n

    \n
  1. \n

    \u0625\u0631\u0633\u0627\u0644 \u0627\u0644\u0637\u0644\u0628 (HTTP Request):<\/b> \u064a\u0628\u062f\u0623 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0628\u0625\u0631\u0633\u0627\u0644 \u0637\u0644\u0628 \u0625\u0644\u0649 \u0627\u0644\u062e\u0627\u062f\u0645 (Server) \u0627\u0644\u0645\u0633\u062a\u0636\u064a\u0641 \u0644\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0645\u0631\u0627\u062f \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646\u0647\u060c \u0645\u062d\u0627\u0643\u064a\u0627\u064b \u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u062a\u0635\u0641\u062d \u0627\u0644\u0639\u0627\u062f\u064a \u0628\u0637\u0644\u0628 \u0639\u0631\u0636 \u0627\u0644\u0635\u0641\u062d\u0629.<\/p>\n<\/li>\n

  2. \n

    \u0627\u0633\u062a\u0644\u0627\u0645 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 (HTML Parsing):<\/b> \u064a\u0631\u062f \u0627\u0644\u062e\u0627\u062f\u0645 \u0628\u0625\u0631\u0633\u0627\u0644 \u0643\u0648\u062f \u0627\u0644\u0640 HTML \u0627\u0644\u062e\u0627\u0635 \u0628\u0627\u0644\u0635\u0641\u062d\u0629. \u064a\u0642\u0648\u0645 \u0627\u0644\u0633\u0643\u0631\u0628\u062a \u0627\u0644\u0645\u062e\u0635\u0635 \u0628\u062a\u062d\u0644\u064a\u0644 \u0647\u0630\u0627 \u0627\u0644\u0643\u0648\u062f \u0648\u062a\u0641\u0643\u064a\u0643 \u0628\u0646\u064a\u062a\u0647 \u0627\u0644\u0647\u064a\u0643\u0644\u064a\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 (\u0645\u062b\u0644 \u0627\u0644\u0623\u0633\u0639\u0627\u0631\u060c \u0627\u0644\u0639\u0646\u0627\u0648\u064a\u0646\u060c \u0627\u0644\u062c\u062f\u0627\u0648\u0644\u060c \u0623\u0648 \u0627\u0644\u0635\u0648\u0631).<\/p>\n<\/li>\n

  3. \n

    \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062d\u0641\u0638\u0647\u0627 (Data Extraction & Storage):<\/b> \u064a\u0642\u0648\u0645 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0628\u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0646\u0635\u0648\u0635 \u0623\u0648 \u0627\u0644\u0631\u0648\u0627\u0628\u0637 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641\u0629\u060c \u062b\u0645 \u062a\u0646\u0638\u064a\u0645\u0647\u0627 \u0648\u062a\u0646\u0633\u064a\u0642\u0647\u0627 \u0644\u064a\u062a\u0645 \u062d\u0641\u0638\u0647\u0627 \u0641\u064a \u0645\u0644\u0641\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0645\u062b\u0644 (CSV, JSON, Excel) \u0623\u0648 \u0625\u062f\u0631\u0627\u062c\u0647\u0627 \u0645\u0628\u0627\u0634\u0631\u0629 \u062f\u0627\u062e\u0644 \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a (SQL \/ NoSQL).<\/p>\n<\/li>\n<\/ol>\n

    \u062b\u0627\u0646\u064a\u0627\u064b: \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h3>\n

    \u062a\u062a\u0641\u0627\u0648\u062a \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0639\u0645\u0644\u064a\u0629 Web Scraping \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062d\u062c\u0645 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0648\u0645\u062f\u0649 \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641\u0629. \u0648\u062a\u064f\u0639\u062a\u0628\u0631 \u0644\u063a\u0629 Python<\/b> \u0647\u064a \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0628\u0631\u0632 \u0648\u0627\u0644\u0623\u0646\u0633\u0628 \u0644\u0647\u0630\u0647 \u0627\u0644\u0645\u0647\u0645\u0629 \u0628\u0641\u0636\u0644 \u0628\u0646\u064a\u062a\u0647\u0627 \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0648\u0645\u0643\u062a\u0628\u0627\u062a\u0647\u0627 \u0627\u0644\u063a\u0646\u064a\u0629.<\/p>\n

    1. \u0623\u0647\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0648\u0627\u0644\u0645\u062d\u062a\u0631\u0641\u064a\u0646<\/h4>\n
      \n
    • \n

      BeautifulSoup:<\/b> \u062a\u064f\u0639\u062f \u0625\u062d\u062f\u0649 \u0623\u0633\u0647\u0644 \u0648\u0623\u0634\u0647\u0631 \u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0623\u0643\u0648\u0627\u062f HTML \u0648 XML. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0639\u0646\u062f \u0643\u0634\u0637 \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u062b\u0627\u0628\u062a\u0629 (Static Websites) \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u0639\u062a\u0645\u062f \u0628\u0634\u0643\u0644 \u0645\u0643\u062b\u0641 \u0639\u0644\u0649 \u0627\u0644\u062c\u0627\u0641\u0627\u0633\u0643\u0631\u064a\u0628\u062a.<\/p>\n<\/li>\n

    • \n

      Requests:<\/b> \u0645\u0643\u062a\u0628\u0629 \u0645\u0643\u0645\u0644\u0629 \u0644\u0640 BeautifulSoup \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u0625\u0631\u0633\u0627\u0644 \u0637\u0644\u0628\u0627\u062a HTTP \u0648\u062c\u0644\u0628 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u062e\u0627\u0645 \u0644\u0644\u0635\u0641\u062d\u0629 \u0628\u0643\u0644 \u0633\u0647\u0648\u0644\u0629.<\/p>\n<\/li>\n

    • \n

      Selenium & Playwright:<\/b> \u0623\u062f\u0648\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a \u0628\u0627\u0644\u0645\u062a\u0635\u0641\u062d (Browser Automation). \u062a\u064f\u0639\u062a\u0628\u0631 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062d\u0644 \u0627\u0644\u0623\u0645\u062b\u0644 \u0644\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 (Dynamic Websites) \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u062c\u0627\u0641\u0627\u0633\u0643\u0631\u064a\u0628\u062a \u0648\u062a\u062a\u0637\u0644\u0628 \u062a\u0641\u0627\u0639\u0644\u0627\u064b \u0645\u062b\u0644 \u0627\u0644\u0636\u063a\u0637 \u0639\u0644\u0649 \u0627\u0644\u0623\u0632\u0631\u0627\u0631\u060c \u0627\u0644\u062a\u0645\u0631\u064a\u0631 \u0644\u0623\u0633\u0641\u0644 \u0627\u0644\u0635\u0641\u062d\u0629 (Infinite Scroll)\u060c \u0623\u0648 \u062a\u0633\u062c\u064a\u0644 \u0627\u0644\u062f\u062e\u0648\u0644.<\/p>\n<\/li>\n

    • \n

      Scrapy:<\/b> \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 (Framework) \u0645\u062a\u0643\u0627\u0645\u0644 \u0648\u0641\u0627\u0626\u0642 \u0627\u0644\u0633\u0631\u0639\u0629 \u0645\u0648\u062c\u0647 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0636\u062e\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0633\u062d\u0628 \u0645\u0644\u0627\u064a\u064a\u0646 \u0627\u0644\u0635\u0641\u062d\u0627\u062a \u0628\u0623\u0633\u0644\u0648\u0628 \u0645\u062a\u0648\u0627\u0632\u064d (Asynchronous) \u0648\u0628\u0623\u062f\u0627\u0621 \u0639\u0627\u0644\u064d \u062c\u062f\u0627\u064b.<\/p>\n<\/li>\n<\/ul>\n

      2. \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0628\u062f\u0648\u0646 \u0643\u0648\u062f (No-Code Tools)<\/h4>\n

      \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0623\u0641\u0631\u0627\u062f \u0623\u0648 \u0641\u0631\u0642 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u0645\u062a\u0644\u0643 \u062e\u0644\u0641\u064a\u0629 \u0628\u0631\u0645\u062c\u064a\u0629\u060c \u062a\u0648\u062c\u062f \u0623\u062f\u0648\u0627\u062a \u062c\u0627\u0647\u0632\u0629 \u062a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0627\u062a \u0631\u0633\u0648\u0645\u064a\u0629 \u0644\u0633\u062d\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0636\u063a\u0637 \u0648\u0627\u0644\u0625\u0634\u0627\u0631\u0629 (Point and Click)\u060c \u0648\u0645\u0646 \u0623\u0628\u0631\u0632\u0647\u0627: ParseHub<\/b> \u0648 Octoparse<\/b> \u0648 WebScraper.io<\/b>.<\/p>\n

      \u062b\u0627\u0644\u062b\u0627\u064b: \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u0644\u0635\u0644\u0629 \u0628\u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629<\/h3>\n

      \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0629 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0648\u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0648\u0627\u0644\u0628\u062d\u062b\u064a\u0629:<\/p>\n

        \n
      • \n

        \u0645\u0631\u0627\u0642\u0628\u0629 \u0648\u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 (Price Intelligence):<\/b> \u062a\u0639\u062a\u0645\u062f \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0643\u0634\u0637 \u0627\u0644\u0622\u0644\u064a \u0644\u062a\u062a\u0628\u0639 \u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646 \u0641\u064a \u0627\u0644\u0633\u0648\u0642 \u0648\u062a\u0639\u062f\u064a\u0644 \u0623\u0633\u0639\u0627\u0631 \u0645\u0646\u062a\u062c\u0627\u062a\u0647\u0627 \u062a\u0644\u0642\u0627\u0626\u064a\u0627\u064b \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u0629.<\/p>\n<\/li>\n

      • \n

        \u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0633\u0648\u0642 \u0648\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/b> \u062c\u0645\u0639 \u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0627\u0644\u0622\u0644\u0627\u0641 \u0645\u0646 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0622\u0631\u0627\u0626\u0647\u0645 \u062d\u0648\u0644 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0639\u0644\u0649 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0648\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0644\u062a\u062d\u0644\u064a\u0644 \u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u0647\u0644\u0643 \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629.<\/p>\n<\/li>\n

      • \n

        \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/b> \u062a\u062d\u062a\u0627\u062c \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a \u0625\u0644\u0649 \u0643\u0645\u064a\u0627\u062a \u0636\u062e\u0645\u0629 \u0645\u0646 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0644\u062a\u062f\u0631\u064a\u0628\u0647\u0627 \u0648\u062a\u0637\u0648\u064a\u0631 \u0642\u062f\u0631\u0627\u062a\u0647\u0627.<\/p>\n<\/li>\n

      • \n

        \u0627\u0644\u0639\u0642\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u0648\u0638\u0627\u0626\u0641:<\/b> \u062a\u062c\u0645\u064a\u0639 \u0625\u0639\u0644\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0642\u0627\u0631\u0627\u062a \u0623\u0648 \u0627\u0644\u0641\u0631\u0635 \u0627\u0644\u0648\u0638\u064a\u0641\u064a\u0629 \u0645\u0646 \u0639\u0634\u0631\u0627\u062a \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0648\u0639\u0631\u0636\u0647\u0627 \u0641\u064a \u0645\u0646\u0635\u0629 \u0648\u0627\u062d\u062f\u0629 \u0645\u0648\u062d\u062f\u0629 \u0644\u062a\u0633\u0647\u064a\u0644 \u0627\u0644\u0628\u062d\u062b \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/p>\n<\/li>\n<\/ul>\n

        \u0631\u0627\u0628\u0639\u0627\u064b: \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0648\u0637\u0631\u0642 \u0627\u0644\u062a\u063a\u0644\u0628 \u0639\u0644\u064a\u0647\u0627<\/h3>\n

        \u062a\u062e\u0648\u0636 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0643\u0634\u0637 \u0645\u0639\u0631\u0643\u0629 \u0645\u0633\u062a\u0645\u0631\u0629 \u0645\u0639 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0645\u0648\u0627\u0642\u0639\u060c \u062d\u064a\u062b \u062a\u0633\u0639\u0649 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0644\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0627 \u0648\u0645\u0646\u0639 \u0627\u0644\u0636\u063a\u0637 \u0627\u0644\u0632\u0627\u0626\u062f \u0639\u0644\u0649 \u0633\u064a\u0631\u0641\u0631\u0627\u062a\u0647\u0627. \u0648\u0645\u0646 \u0623\u0628\u0631\u0632 \u0647\u0630\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a:<\/p>\n

          \n
        • \n

          \u062d\u0638\u0631 \u0639\u0646\u0648\u0627\u0646 \u0627\u0644\u0640 IP (IP Blocking):<\/b> \u0639\u0646\u062f\u0645\u0627 \u064a\u0631\u0633\u0644 \u0627\u0644\u0633\u0643\u0631\u0628\u062a \u0645\u0626\u0627\u062a \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0641\u064a \u062b\u0648\u0627\u0646\u064d \u0645\u0639\u062f\u0648\u062f\u0629 \u0645\u0646 \u0646\u0641\u0633 \u0627\u0644\u0639\u0646\u0648\u0627\u0646\u060c \u064a\u062a\u0645 \u062d\u0638\u0631\u0647. \u064a\u062a\u0645 \u0627\u0644\u062a\u063a\u0644\u0628 \u0639\u0644\u0649 \u0630\u0644\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0628\u0631\u0648\u0643\u0633\u064a \u0627\u0644\u0645\u062f\u0627\u0648\u0631\u0629 (Rotating Proxies)<\/b> \u0644\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0639\u0628\u0631 \u0639\u0646\u0627\u0648\u064a\u0646 IP \u0645\u062e\u062a\u0644\u0641\u0629.<\/p>\n<\/li>\n

        • \n

          \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0643\u0627\u0628\u062a\u0634\u0627 (CAPTCHA):<\/b> \u062a\u0638\u0647\u0631 \u0647\u0630\u0647 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0644\u062a\u0623\u0643\u064a\u062f \u0623\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0625\u0646\u0633\u0627\u0646 \u0648\u0644\u064a\u0633 \u0631\u0648\u0628\u0648\u062a. \u064a\u0645\u0643\u0646 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647\u0627 \u0639\u0628\u0631 \u0627\u0633\u062a\u064a\u0639\u0627\u0628 \u0627\u0644\u0633\u0643\u0631\u0628\u062a \u0644\u0644\u0627\u0646\u062a\u0638\u0627\u0631\u060c \u0623\u0648 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u062f\u0645\u0627\u062a \u0641\u0643 \u0627\u0644\u0643\u0627\u0628\u062a\u0634\u0627 \u0627\u0644\u0622\u0644\u064a\u0629\u060c \u0623\u0648 \u0645\u062d\u0627\u0643\u0627\u0629 \u0633\u0644\u0648\u0643 \u0627\u0644\u062a\u0635\u0641\u062d \u0627\u0644\u0628\u0634\u0631\u064a \u0628\u062a\u0623\u062e\u064a\u0631 \u0632\u0645\u0646\u064a \u0639\u0634\u0648\u0627\u0626\u064a.<\/p>\n<\/li>\n

        • \n

          \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a (Dynamic Rendering):<\/b> \u0639\u062f\u0645 \u0638\u0647\u0648\u0631 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0641\u064a \u0643\u0648\u062f \u0627\u0644\u0640 HTML \u0627\u0644\u0623\u0648\u0644\u064a \u0648\u0627\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u062c\u0627\u0641\u0627\u0633\u0643\u0631\u064a\u0628\u062a\u060c \u0648\u064a\u062a\u0645 \u062d\u0644\u0647\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 Selenium \u0623\u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0628\u0627\u0634\u0631\u0629 \u0645\u0646 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062e\u0641\u064a\u0629 (Hidden APIs).<\/p>\n<\/li>\n<\/ul>\n

          \u062e\u0627\u0645\u0633\u0627\u064b: \u0627\u0644\u062c\u0648\u0627\u0646\u0628 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0648\u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0644\u0640 Web Scraping<\/h3>\n

          \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0623\u0644\u0627 \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0628\u0634\u0643\u0644 \u0639\u0634\u0648\u0627\u0626\u064a \u0623\u0648 \u0636\u0627\u0631. \u062a\u0641\u0631\u0632 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u0633\u0627\u0642\u0627\u062a \u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0648\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u064a\u062c\u0628 \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0647\u0627:<\/p>\n

            \n
          1. \n

            \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0645\u0644\u0641 Robots.txt:<\/b> \u064a\u062d\u062a\u0648\u064a \u0643\u0644 \u0645\u0648\u0642\u0639 \u0639\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u0645\u0644\u0641 (\u0645\u062b\u0644 [example.com\/robots.txt](https:\/\/example.com\/robots.txt)<\/code>) \u0648\u0627\u0644\u0630\u064a \u064a\u062d\u062f\u062f \u0627\u0644\u0623\u062c\u0632\u0627\u0621 \u0627\u0644\u0645\u0633\u0645\u0648\u062d \u0644\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0628\u0632\u064a\u0627\u0631\u062a\u0647\u0627 \u0648\u0627\u0644\u0623\u062c\u0632\u0627\u0621 \u0627\u0644\u0645\u0645\u0646\u0648\u0639\u0629.<\/p>\n<\/li>\n

          2. \n

            \u062a\u062c\u0646\u0628 \u0625\u063a\u0631\u0627\u0642 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 (Rate Limiting):<\/b> \u064a\u062c\u0628 \u0636\u0628\u0637 \u0627\u0644\u0633\u0643\u0631\u0628\u062a \u0644\u064a\u0631\u0633\u0644 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0628\u0628\u0637\u0621 \u0645\u0639 \u0648\u062c\u0648\u062f \u0641\u062a\u0631\u0627\u062a \u0632\u0645\u0646\u064a\u0629 \u0641\u0627\u0635\u0644\u0629\u060c \u062d\u062a\u0649 \u0644\u0627 \u064a\u0633\u0628\u0628 \u062a\u0639\u0637\u0644 \u0627\u0644\u0645\u0648\u0642\u0639 \u0623\u0648 \u0647\u062c\u0645\u0627\u062a \u062d\u062c\u0628 \u0627\u0644\u062e\u062f\u0645\u0629 (DDoS).<\/p>\n<\/li>\n

          3. \n

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            \u062e\u0627\u062a\u0645\u0629<\/h3>\n

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