{"id":6703,"date":"2026-07-24T11:00:43","date_gmt":"2026-07-24T07:30:43","guid":{"rendered":"https:\/\/parmin.cloud\/blog\/?p=6703"},"modified":"2026-07-24T11:00:43","modified_gmt":"2026-07-24T07:30:43","slug":"%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%da%a9%d8%a7%d8%b1-%d8%a8%d8%a7-threadpoolexecutor-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%db%b3-%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d9%85%d9%88%d8%a7","status":"publish","type":"post","link":"https:\/\/parmin.cloud\/blog\/%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%da%a9%d8%a7%d8%b1-%d8%a8%d8%a7-threadpoolexecutor-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%db%b3-%d9%be%d8%b1%d8%af%d8%a7%d8%b2%d8%b4-%d9%85%d9%88%d8%a7\/","title":{"rendered":"\u0622\u0645\u0648\u0632\u0634 \u06a9\u0627\u0631 \u0628\u0627 ThreadPoolExecutor \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06f3 (\u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0627\u0632\u06cc \u0648 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0633\u0631\u0639\u062a)"},"content":{"rendered":"

\u0645\u0642\u062f\u0645\u0647<\/h3>\n

\u0646\u062e\u200c\u0647\u0627 (Threads) \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0627\u0632\u06cc (Parallelism)<\/b> \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0628\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0634\u0645\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u0686\u0646\u062f \u0639\u0645\u0644\u06cc\u0627\u062a \u0631\u0627 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627 \u06a9\u0646\u062f. \u0627\u06af\u0631\u0686\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0627\u0632\u06cc \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u0686\u0646\u062f\u06af\u0627\u0646\u0647 (Multiprocessing) \u0646\u06cc\u0632 \u0627\u0645\u06a9\u0627\u0646\u200c\u067e\u0630\u06cc\u0631 \u0627\u0633\u062a\u060c \u0627\u0645\u0627 Thread\u0647\u0627 \u0628\u0647\u200c\u0637\u0648\u0631 \u0648\u06cc\u0698\u0647 \u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u0633\u0631\u0639\u062a \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631\u06af\u06cc\u0631 \u0639\u0645\u0644\u06cc\u0627\u062a \u0648\u0631\u0648\u062f\u06cc\/\u062e\u0631\u0648\u062c\u06cc (I\/O-Bound)<\/b> \u0647\u0633\u062a\u0646\u062f\u060c \u0639\u0627\u0644\u06cc \u0639\u0645\u0644 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n

\u0627\u0632 \u0646\u0645\u0648\u0646\u0647\u200c\u0647\u0627\u06cc \u0628\u0627\u0631\u0632 \u0639\u0645\u0644\u06cc\u0627\u062a I\/O-Bound \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u0627\u0631\u0633\u0627\u0644 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627\u06cc \u0648\u0628 (Web Requests) \u0648 \u062e\u0648\u0627\u0646\u062f\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0632 \u0641\u0627\u06cc\u0644 \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f. \u0628\u0631\u0639\u06a9\u0633\u060c \u0639\u0645\u0644\u06cc\u0627\u062a \u0633\u0646\u06af\u06cc\u0646 \u067e\u0631\u062f\u0627\u0632\u0634\u06cc (CPU-Bound) \u0645\u062b\u0644 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0631\u06cc\u0627\u0636\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\u060c \u0633\u0648\u062f \u0686\u0646\u062f\u0627\u0646\u06cc \u0627\u0632 Thread\u0647\u0627 \u0646\u0645\u06cc\u200c\u0628\u0631\u0646\u062f (\u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0648\u062c\u0648\u062f \u0642\u0641\u0644 \u062c\u0647\u0627\u0646\u06cc \u0645\u0641\u0633\u0631 \u06cc\u0627 GIL \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a).<\/p>\n

\u067e\u0627\u06cc\u062a\u0648\u0646 \u06f3 \u0627\u0628\u0632\u0627\u0631 \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u06cc \u0628\u0647 \u0646\u0627\u0645 ThreadPoolExecutor<\/code><\/b> \u062f\u0631 \u0645\u0627\u0698\u0648\u0644 concurrent.futures<\/code> \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u0627\u062c\u0631\u0627\u06cc \u06a9\u062f\u0647\u0627\u06cc \u0686\u0646\u062f\u200c\u0646\u062e\u06cc \u0631\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0633\u0627\u062f\u0647 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f.<\/p>\n

\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0627\u0632 \u0648\u0628\u0644\u0627\u06af \u067e\u0627\u0631\u0645\u06cc\u0646 \u06a9\u0644\u0648\u062f<\/b>\u060c \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 ThreadPoolExecutor<\/code> \u0633\u0631\u0639\u062a \u0627\u0631\u0633\u0627\u0644 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0631\u0627 \u0628\u0647 \u0634\u06a9\u0644\u06cc \u0686\u0634\u0645\u200c\u06af\u06cc\u0631 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u06cc\u0645.<\/p>\n

\u067e\u06cc\u0634\u200c\u0646\u06cc\u0627\u0632\u0647\u0627<\/h3>\n
    \n
  • \n

    \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u06f3 (\u0645\u062b\u0644\u0627\u064b \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u0627\u0628\u0631\u06cc Ubuntu 24.04<\/b> \u062f\u0631 \u067e\u0627\u0631\u0645\u06cc\u0646 \u06a9\u0644\u0648\u062f<\/b>).<\/p>\n<\/li>\n

  • \n

    \u0646\u0635\u0628 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 requests<\/code>.<\/p>\n<\/li>\n<\/ul>\n

    \n

    \ud83d\udca1 \u0646\u06a9\u062a\u0647 \u0646\u0635\u0628 \u067e\u06a9\u06cc\u062c \u0628\u0627 \u0633\u0631\u0639\u062a \u0628\u0627\u0644\u0627:<\/b> \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 requests<\/code> \u0648 \u062c\u0647\u062a \u062f\u0648\u0631 \u0632\u062f\u0646 \u062a\u062d\u0631\u06cc\u0645\u200c\u0647\u0627 \u0648 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0633\u0631\u0639\u062a \u062f\u0627\u0646\u0644\u0648\u062f \u0628\u0631 \u0631\u0648\u06cc \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u0627\u0628\u0631\u06cc\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0645\u06cc\u0631\u0648\u0631 \u0627\u062e\u062a\u0635\u0627\u0635\u06cc PyPI \u067e\u0627\u0631\u0645\u06cc\u0646 \u06a9\u0644\u0648\u062f<\/b> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n

    \n
    \n
    \n
    Bash<\/span><\/p>\n
    <\/div>\n<\/div>\n
    pip install --index-url https:\/\/pypi.parmincloud.ir\/simple\/ requests\r\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/blockquote>\n
    \u06af\u0627\u0645 \u0627\u0648\u0644 \u2014 \u062a\u0639\u0631\u06cc\u0641 \u062a\u0627\u0628\u0639\u06cc \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627 \u062f\u0631 Thread\u0647\u0627<\/h2>\n
    \u0627\u0628\u062a\u062f\u0627 \u062a\u0627\u0628\u0639\u06cc \u0645\u06cc\u200c\u0646\u0648\u06cc\u0633\u06cc\u0645 \u06a9\u0647 \u0648\u062c\u0648\u062f \u06cc\u0627 \u0639\u062f\u0645 \u0648\u062c\u0648\u062f \u06cc\u06a9 \u0635\u0641\u062d\u0647 \u062f\u0631 \u0648\u06cc\u06a9\u06cc\u200c\u067e\u062f\u06cc\u0627 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0634\u0627\u0645\u0644 \u0627\u0631\u0633\u0627\u0644 \u06cc\u06a9 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0634\u0628\u06a9\u0647\u200c\u0627\u06cc (\u0639\u0645\u0644\u06cc\u0627\u062a I\/O-Bound) \u0627\u0633\u062a.<\/p>\n
    \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0628\u0647 \u0646\u0627\u0645 wiki_page_function.py<\/code> \u0628\u0633\u0627\u0632\u06cc\u062f:<\/p>\n
    \n
    \n
    \n
    Bash<\/span><\/p>\n
    <\/div>\n<\/div>\n
    nano wiki_page_function.py\r\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n
    \u06a9\u062f\u0647\u0627\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0631\u0648\u0646 \u0622\u0646 \u0642\u0631\u0627\u0631 \u062f\u0647\u06cc\u062f:<\/p>\n
    \n
    \n
    \n
    Python<\/span><\/p>\n
    <\/div>\n<\/div>\n
    import<\/span> requests\r\n\r\ndef<\/span> get_wiki_page_existence<\/span>(wiki_page_url, timeout=10<\/span><\/span>):<\/span>\r\n    response = requests.get(url=wiki_page_url, timeout=timeout)\r\n\r\n    page_status = \"unknown\"<\/span>\r\n    if<\/span> response.status_code == 200<\/span>:\r\n        page_status = \"exists\"<\/span>\r\n    elif<\/span> response.status_code == 404<\/span>:\r\n        page_status = \"does not exist\"<\/span>\r\n\r\n    return<\/span> wiki_page_url + \" - \"<\/span> + page_status\r\n\r\n# \u062a\u0633\u062a \u062a\u0627\u0628\u0639 \u0628\u0627 \u06cc\u06a9 \u0622\u062f\u0631\u0633 \u0645\u0634\u062e\u0635<\/span>\r\nurl = \"https:\/\/en.wikipedia.org\/wiki\/Ocean\"<\/span>\r\nprint(get_wiki_page_existence(wiki_page_url=url))\r\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n
    \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n
    \n
    \n
    \n
    Bash<\/span><\/p>\n
    <\/div>\n<\/div>\n
    python3 wiki_page_function.py\r\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n
    \u062e\u0631\u0648\u062c\u06cc \u0632\u06cc\u0631 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0635\u0641\u062d\u0647 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f:<\/p>\n
    \n
    \n
    \n
    Plaintext<\/span><\/p>\n
    <\/div>\n<\/div>\n
    https:\/\/en.wikipedia.org\/wiki\/Ocean - exists\r\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n
    \n
    \u0647\u0634\u062f\u0627\u0631 \u0645\u0647\u0645 \u062f\u0631\u0628\u0627\u0631\u0647 \u0647\u0645\u200c\u0631\u0648\u0646\u062f\u06cc:<\/b> \u0628\u0647\u200c\u0637\u0648\u0631 \u06a9\u0644\u06cc\u060c \u0628\u0647\u200c\u0627\u0634\u062a\u0631\u0627\u06a9\u200c\u06af\u0630\u0627\u0631\u06cc \u0627\u0634\u06cc\u0627\u0621 \u06cc\u0627 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627 \u0628\u06cc\u0646 Thread\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u062f\u0648\u0646 \u06a9\u0646\u062a\u0631\u0644 \u0647\u0645\u200c\u0632\u0645\u0627\u0646\u06cc \u062e\u0637\u0631\u0633\u0627\u0632 \u0627\u0633\u062a. \u062a\u0627\u0628\u0639\u06cc \u0645\u0627\u0646\u0646\u062f get_wiki_page_existence<\/code> \u06a9\u0647 \u06cc\u06a9 \u06a9\u0627\u0631 \u0627\u06cc\u0632\u0648\u0644\u0647 \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f\u0647 \u0648 \u0628\u0627 Thread\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0645\u062a\u063a\u06cc\u0631 \u0645\u0634\u062a\u0631\u06a9\u06cc \u0646\u062f\u0627\u0631\u062f\u060c \u0628\u0647\u062a\u0631\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0686\u0646\u062f\u200c\u0646\u062e\u06cc \u0627\u0633\u062a.<\/p>\n<\/blockquote>\n
    \u06af\u0627\u0645 \u062f\u0648\u0645 \u2014 \u0627\u062c\u0631\u0627\u06cc \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u062a\u0627\u0628\u0639 \u0628\u0627 ThreadPoolExecutor<\/h2>\n
    \u062d\u0627\u0644\u0627 \u06a9\u0647 \u062a\u0627\u0628\u0639 \u062e\u0648\u062f \u0631\u0627 \u0622\u0645\u0627\u062f\u0647 \u06a9\u0631\u062f\u0647\u200c\u0627\u06cc\u0645\u060c \u0627\u0632 ThreadPoolExecutor<\/code> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0686\u0646\u062f\u06cc\u0646 \u0622\u062f\u0631\u0633 \u0648\u0628 \u0631\u0627 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u0648 \u0645\u0648\u0627\u0632\u06cc \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n
    \u0641\u0627\u06cc\u0644 wiki_page_function.py<\/code> \u0631\u0627 \u0648\u06cc\u0631\u0627\u06cc\u0634 \u06a9\u0631\u062f\u0647 \u0648 \u06a9\u062f\u0647\u0627\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0646\u06cc\u062f:<\/p>\n
    \n
    \n
    \n
    Python<\/span><\/p>\n
    <\/div>\n<\/div>\n
    import<\/span> requests\r\nimport<\/span> concurrent.futures\r\n\r\ndef<\/span> get_wiki_page_existence<\/span>(wiki_page_url, timeout=10<\/span><\/span>):<\/span>\r\n    response = requests.get(url=wiki_page_url, timeout=timeout)\r\n\r\n    page_status = \"unknown\"<\/span>\r\n    if<\/span> response.status_code == 200<\/span>:\r\n        page_status = \"exists\"<\/span>\r\n    elif<\/span> response.status_code == 404<\/span>:\r\n        page_status = \"does not exist\"<\/span>\r\n\r\n    return<\/span> wiki_page_url + \" - \"<\/span> + page_status\r\n\r\n# \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u0622\u062f\u0631\u0633\u200c\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u0628\u0631\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc<\/span>\r\nwiki_page_urls = [\r\n    \"https:\/\/en.wikipedia.org\/wiki\/Ocean\"<\/span>,\r\n    \"https:\/\/en.wikipedia.org\/wiki\/Island\"<\/span>,\r\n    \"https:\/\/en.wikipedia.org\/wiki\/this_page_does_not_exist\"<\/span>,\r\n    \"https:\/\/en.wikipedia.org\/wiki\/Shark\"<\/span>,\r\n]\r\n\r\n# \u0633\u0627\u062e\u062a Executor \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0646\u062e\u200c\u0647\u0627<\/span>\r\nwith<\/span> concurrent.futures.ThreadPoolExecutor() as<\/span> executor:\r\n    futures = []\r\n    for<\/span> url in<\/span> wiki_page_urls:\r\n        futures.append(executor.submit(get_wiki_page_existence, wiki_page_url=url))\r\n    \r\n    # \u062f\u0631\u06cc\u0627\u0641\u062a \u0646\u062a\u0627\u06cc\u062c \u0628\u0647 \u0645\u062d\u0636 \u0622\u0645\u0627\u062f\u0647 \u0634\u062f\u0646 \u0647\u0631 \u0646\u062e<\/span>\r\n    for<\/span> future in<\/span> concurrent.futures.as_completed(futures):\r\n        print(future.result())\r\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n
    \u06a9\u062f \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f\u061f<\/b><\/p>\n
      \n
    1. \n
      \u0645\u0627\u0698\u0648\u0644 concurrent.futures<\/code> \u0627\u0628\u0632\u0627\u0631 ThreadPoolExecutor<\/code> \u0631\u0627 \u0648\u0627\u0631\u062f \u0628\u0631\u0646\u0627\u0645\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<\/li>\n
    2. \n
      \u0639\u0628\u0627\u0631\u062a with<\/code> \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0627\u0632 Executor \u0645\u06cc\u200c\u0633\u0627\u0632\u062f \u06a9\u0647 \u067e\u0633 \u0627\u0632 \u0627\u062a\u0645\u0627\u0645 \u06a9\u0627\u0631\u060c Thread\u0647\u0627 \u0631\u0627 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u0648 \u0622\u0632\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<\/li>\n
    3. \n
      \u0645\u062a\u062f executor.submit()<\/code> \u06a9\u0627\u0631 \u0628\u0631\u0631\u0633\u06cc \u0647\u0631 URL \u0631\u0627 \u0628\u0647 \u06cc\u06a9 Thread \u0645\u0633\u062a\u0642\u0644 \u0645\u06cc\u200c\u0633\u067e\u0627\u0631\u062f \u0648 \u06cc\u06a9 \u0634\u06cc\u0621 Future<\/code> \u0628\u0631\u0645\u06cc\u200c\u06af\u0631\u062f\u0627\u0646\u062f.<\/p>\n<\/li>\n
    4. \n
      \u062a\u0627\u0628\u0639 as_completed()<\/code> \u0646\u062a\u0627\u06cc\u062c \u0631\u0627 \u0628\u0647 \u0645\u062d\u0636 \u0622\u0645\u0627\u062f\u0647 \u0634\u062f\u0646<\/b> (\u0628\u062f\u0648\u0646 \u062a\u0648\u062c\u0647 \u0628\u0647 \u062a\u0631\u062a\u06cc\u0628 \u0627\u0631\u0633\u0627\u0644) \u0628\u0631\u0645\u06cc\u200c\u06af\u0631\u062f\u0627\u0646\u062f.<\/p>\n<\/li>\n<\/ol>\n
      \u0628\u0627 \u0627\u062c\u0631\u0627\u06cc \u0645\u062c\u062f\u062f \u06a9\u062f\u060c \u062e\u0631\u0648\u062c\u06cc \u0645\u0634\u0627\u0628\u0647 \u0632\u06cc\u0631 \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f:<\/p>\n
      \n
      \n
      \n
      Plaintext<\/span><\/p>\n
      <\/div>\n<\/div>\n
      https:\/\/en.wikipedia.org\/wiki\/Island - exists\r\nhttps:\/\/en.wikipedia.org\/wiki\/Ocean - exists\r\nhttps:\/\/en.wikipedia.org\/wiki\/this_page_does_not_exist - does not exist\r\nhttps:\/\/en.wikipedia.org\/wiki\/Shark - exists\r\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n
      \u06af\u0627\u0645 \u0633\u0648\u0645 \u2014 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062e\u0637\u0627\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 Thread \u0631\u062e \u0645\u06cc\u200c\u062f\u0647\u0646\u062f<\/h2>\n
      \u0627\u06af\u0631 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 Thread \u062e\u0637\u0627\u06cc\u06cc \u0631\u062e \u062f\u0647\u062f (\u0645\u062b\u0644\u0627\u064b Time-out \u0634\u0628\u06a9\u0647)\u060c ThreadPoolExecutor<\/code> \u0627\u06cc\u0646 \u0627\u0633\u062a\u062b\u0646\u0627 (Exception) \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0645\u062a\u062f future.result()<\/code> \u0631\u0627 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f\u060c \u0622\u0646 \u0631\u0627 \u0631\u062e \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n
      \u0628\u0631\u0627\u06cc \u062a\u0633\u062a \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639\u060c \u062a\u0627\u06cc\u0645\u200c\u0622\u0648\u062a \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 0.00001<\/code> \u062b\u0627\u0646\u06cc\u0647 \u06a9\u0627\u0647\u0634 \u0645\u06cc\u200c\u062f\u0647\u06cc\u0645 \u062a\u0627 \u062e\u0637\u0627 \u0631\u062e \u062f\u0647\u062f:<\/p>\n
      \n
      \n
      \n
      Python<\/span><\/p>\n
      <\/div>\n<\/div>\n
      import<\/span> requests\r\nimport<\/span> concurrent.futures\r\n\r\ndef<\/span> get_wiki_page_existence<\/span>(wiki_page_url, timeout=10<\/span><\/span>):<\/span>\r\n    response = requests.get(url=wiki_page_url, timeout=timeout)\r\n\r\n    page_status = \"unknown\"<\/span>\r\n    if<\/span> response.status_code == 200<\/span>:\r\n        page_status = \"exists\"<\/span>\r\n    elif<\/span> response.status_code == 404<\/span>:\r\n        page_status = \"does not exist\"<\/span>\r\n\r\n    return<\/span> wiki_page_url + \" - \"<\/span> + page_status\r\n\r\nwiki_page_urls = [\r\n    \"https:\/\/en.wikipedia.org\/wiki\/Ocean\"<\/span>,\r\n    \"https:\/\/en.wikipedia.org\/wiki\/Island\"<\/span>,\r\n    \"https:\/\/en.wikipedia.org\/wiki\/this_page_does_not_exist\"<\/span>,\r\n    \"https:\/\/en.wikipedia.org\/wiki\/Shark\"<\/span>,\r\n]\r\n\r\nwith<\/span> concurrent.futures.ThreadPoolExecutor() as<\/span> executor:\r\n    futures = []\r\n    for<\/span> url in<\/span> wiki_page_urls:\r\n        futures.append(\r\n            executor.submit(\r\n                get_wiki_page_existence, wiki_page_url=url, timeout=0.00001<\/span>\r\n            )\r\n        )\r\n    for<\/span> future in<\/span> concurrent.futures.as_completed(futures):\r\n        try<\/span>:\r\n            print(future.result())\r\n        except<\/span> requests.ConnectTimeout:\r\n            print(\"\u062e\u0637\u0627\u06cc \u062a\u0627\u06cc\u0645\u200c\u0622\u0648\u062a: \u0632\u0645\u0627\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0647 \u067e\u0627\u06cc\u0627\u0646 \u0631\u0633\u06cc\u062f.\"<\/span>)\r\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n
      \u062e\u0631\u0648\u062c\u06cc:<\/b><\/p>\n
      \n
      \n
      \n
      Plaintext<\/span><\/p>\n
      <\/div>\n<\/div>\n
      \u062e\u0637\u0627\u06cc \u062a\u0627\u06cc\u0645\u200c\u0622\u0648\u062a: \u0632\u0645\u0627\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0647 \u067e\u0627\u06cc\u0627\u0646 \u0631\u0633\u06cc\u062f.\r\n\u062e\u0637\u0627\u06cc \u062a\u0627\u06cc\u0645\u200c\u0622\u0648\u062a: \u0632\u0645\u0627\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0647 \u067e\u0627\u06cc\u0627\u0646 \u0631\u0633\u06cc\u062f.\r\n\u062e\u0637\u0627\u06cc \u062a\u0627\u06cc\u0645\u200c\u0622\u0648\u062a: \u0632\u0645\u0627\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0647 \u067e\u0627\u06cc\u0627\u0646 \u0631\u0633\u06cc\u062f.\r\n\u062e\u0637\u0627\u06cc \u062a\u0627\u06cc\u0645\u200c\u0622\u0648\u062a: \u0632\u0645\u0627\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0647 \u067e\u0627\u06cc\u0627\u0646 \u0631\u0633\u06cc\u062f.\r\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n
      \u0628\u0647 \u0627\u06cc\u0646 \u062a\u0631\u062a\u06cc\u0628\u060c \u0628\u0627 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0646 future.result()<\/code> \u062f\u0631\u0648\u0646 \u0628\u0644\u0648\u06a9 try\/except<\/code> \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u062e\u0637\u0627\u0647\u0627\u06cc \u0631\u062e \u062f\u0627\u062f\u0647 \u062f\u0631\u0648\u0646 Thread\u0647\u0627 \u0631\u0627 \u0628\u0647\u200c\u0631\u0627\u062d\u062a\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0646\u06cc\u062f.<\/p>\n
      \u06af\u0627\u0645 \u0686\u0647\u0627\u0631\u0645 \u2014 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0633\u0631\u0639\u062a \u0627\u062c\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0627 \u0648 \u0628\u062f\u0648\u0646 Thread<\/h2>\n
      \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0645\u06cc\u0632\u0627\u0646 \u062a\u0627\u062b\u06cc\u0631 ThreadPoolExecutor<\/code> \u062f\u0631 \u0633\u0631\u0639\u062a \u0627\u062c\u0631\u0627\u060c \u06f5\u06f0 \u0622\u062f\u0631\u0633 \u0645\u062e\u062a\u0644\u0641 \u0627\u0632 \u0648\u06cc\u06a9\u06cc\u200c\u067e\u062f\u06cc\u0627 \u0631\u0627 \u06cc\u06a9\u200c\u0628\u0627\u0631 \u0628\u0647 \u0635\u0648\u0631\u062a \u062a\u06a9\u200c\u0646\u062e\u06cc (\u0645\u0639\u0645\u0648\u0644\u06cc) \u0648 \u06cc\u06a9\u200c\u0628\u0627\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Thread\u0647\u0627 \u0627\u062c\u0631\u0627 \u0648 \u0632\u0645\u0627\u0646 \u0631\u0627 \u0627\u0646\u062f\u0627\u0632\u0647\u200c\u06af\u06cc\u0631\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645.<\/p>\n
      \u0627\u0644\u0641) \u0627\u062c\u0631\u0627\u06cc \u0628\u062f\u0648\u0646 Thread (\u062a\u06a9\u200c\u0646\u062e\u06cc):<\/h3>\n
      \n
      \n
      \n
      Python<\/span><\/p>\n
      <\/div>\n<\/div>\n
      import<\/span> time\r\nimport<\/span> requests\r\n\r\ndef<\/span> get_wiki_page_existence<\/span>(wiki_page_url, timeout=10<\/span><\/span>):<\/span>\r\n    response = requests.get(url=wiki_page_url, timeout=timeout)\r\n    page_status = \"exists\"<\/span> if<\/span> response.status_code == 200<\/span> else<\/span> \"does not exist\"<\/span>\r\n    return<\/span> wiki_page_url + \" - \"<\/span> + page_status\r\n\r\nwiki_page_urls = [\"https:\/\/en.wikipedia.org\/wiki\/\"<\/span> + str<\/span>(i) for<\/span> i in<\/span> range<\/span>(50<\/span>)]\r\n\r\nprint(\"\u062f\u0631 \u062d\u0627\u0644 \u0627\u062c\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u062f\u0648\u0646 Thread:\"<\/span>)\r\nstart_time = time.time()\r\n\r\nfor<\/span> url in<\/span> wiki_page_urls:\r\n    print(get_wiki_page_existence(wiki_page_url=url))\r\n\r\nprint(\"\u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627 \u0628\u062f\u0648\u0646 Thread:\"<\/span>, time.time() - start_time)\r\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n
      \u062e\u0631\u0648\u062c\u06cc \u0646\u0645\u0648\u0646\u0647:<\/b><\/p>\n
      \n
      \n
      \n
      Plaintext<\/span><\/p>\n
      <\/div>\n<\/div>\n
      Without threads time: 5.803015232086182\r\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n
      (\u0628\u0631\u0631\u0633\u06cc \u06f5\u06f0 \u0644\u06cc\u0646\u06a9 \u062d\u062f\u0648\u062f \u06f5\u066b\u06f8 \u062b\u0627\u0646\u06cc\u0647 \u0637\u0648\u0644 \u06a9\u0634\u06cc\u062f).<\/i><\/p>\n
      \u0628) \u0627\u062c\u0631\u0627\u06cc \u0628\u0627 ThreadPoolExecutor (\u0686\u0646\u062f\u200c\u0646\u062e\u06cc):<\/h3>\n
      \n
      \n
      \n
      Python<\/span><\/p>\n
      <\/div>\n<\/div>\n
      import<\/span> time\r\nimport<\/span> requests\r\nimport<\/span> concurrent.futures\r\n\r\ndef<\/span> get_wiki_page_existence<\/span>(wiki_page_url, timeout=10<\/span><\/span>):<\/span>\r\n    response = requests.get(url=wiki_page_url, timeout=timeout)\r\n    page_status = \"exists\"<\/span> if<\/span> response.status_code == 200<\/span> else<\/span> \"does not exist\"<\/span>\r\n    return<\/span> wiki_page_url + \" - \"<\/span> + page_status\r\n\r\nwiki_page_urls = [\"https:\/\/en.wikipedia.org\/wiki\/\"<\/span> + str<\/span>(i) for<\/span> i in<\/span> range<\/span>(50<\/span>)]\r\n\r\nprint(\"\u062f\u0631 \u062d\u0627\u0644 \u0627\u062c\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0627 ThreadPoolExecutor:\"<\/span>)\r\nstart_time = time.time()\r\n\r\nwith<\/span> concurrent.futures.ThreadPoolExecutor() as<\/span> executor:\r\n    futures = [executor.submit(get_wiki_page_existence, wiki_page_url=url) for<\/span> url in<\/span> wiki_page_urls]\r\n    for<\/span> future in<\/span> concurrent.futures.as_completed(futures):\r\n        print(future.result())\r\n\r\nprint(\"\u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627 \u0628\u0627 Thread:\"<\/span>, time.time() - start_time)\r\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n
      \u062e\u0631\u0648\u062c\u06cc \u0646\u0645\u0648\u0646\u0647:<\/b><\/p>\n
      \n
      \n
      \n
      Plaintext<\/span><\/p>\n
      <\/div>\n<\/div>\n
      Threaded time: 1.2201685905456543\r\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/div>\n
      \u0647\u0645\u0627\u0646\u200c\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc\u200c\u0628\u06cc\u0646\u06cc\u062f\u060c \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627 \u0627\u0632 \u06f5\u066b\u06f8 \u062b\u0627\u0646\u06cc\u0647<\/b> \u0628\u0647 \u06f1\u066b\u06f2 \u062b\u0627\u0646\u06cc\u0647<\/b> \u06a9\u0627\u0647\u0634 \u06cc\u0627\u0641\u062a! \u0627\u06cc\u0646 \u06cc\u0639\u0646\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0632\u062f\u06cc\u06a9 \u0628\u0647 \u06f5 \u0628\u0631\u0627\u0628\u0631 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631<\/b> \u0627\u062c\u0631\u0627 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n
      \u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc<\/h3>\n
      \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 ThreadPoolExecutor<\/code> \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06f3 \u06cc\u06a9\u06cc \u0627\u0632 \u0633\u0627\u062f\u0647\u200c\u062a\u0631\u06cc\u0646 \u0648 \u0645\u0624\u062b\u0631\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u062f\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u0634\u0628\u06a9\u0647\u060c \u067e\u0627\u06cc\u06af\u0627\u0647\u200c\u062f\u0627\u062f\u0647 \u06cc\u0627 \u0641\u0627\u06cc\u0644\u200c\u0647\u0627 (\u0639\u0645\u0644\u06cc\u0627\u062a I\/O) \u0633\u0631\u06a9\u0627\u0631 \u062f\u0627\u0631\u0646\u062f. \u0634\u0645\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u062f\u0648\u0646 \u062f\u0631\u06af\u06cc\u0631 \u0634\u062f\u0646 \u0628\u0627 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc\u200c\u0647\u0627\u06cc \u062f\u0633\u062a\u06cc \u0633\u0627\u062e\u062a \u0646\u062e\u200c\u0647\u0627\u060c \u06a9\u0627\u0631\u0627\u06cc\u06cc \u06a9\u062f\u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0631\u0648\u06cc \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u0627\u0628\u0631\u06cc \u0628\u0647\u200c\u0637\u0648\u0631 \u0634\u06af\u0641\u062a\u200c\u0627\u0646\u06af\u06cc\u0632\u06cc \u0627\u0631\u062a\u0642\u0627 \u062f\u0647\u06cc\u062f.<\/p>\n
      \n
      \n
      \n
      \u0627\u0632 \u0647\u0645\u0631\u0627\u0647\u06cc \u0634\u0645\u0627 \u0628\u0627 \u067e\u0627\u0631\u0645\u06cc\u0646 \u06a9\u0644\u0648\u062f<\/a><\/strong> \u0633\u067e\u0627\u0633\u06af\u0632\u0627\u0631\u06cc\u0645.<\/p>\n","protected":false},"excerpt":{"rendered":"
      \u0645\u0642\u062f\u0645\u0647 \u0646\u062e\u200c\u0647\u0627 (Threads) \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0627\u0632\u06cc (Parallelism) \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0628\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0634\u0645\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u0686\u0646\u062f \u0639\u0645\u0644\u06cc\u0627\u062a \u0631\u0627 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627 \u06a9\u0646\u062f. \u0627\u06af\u0631\u0686\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0627\u0632\u06cc \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u0686\u0646\u062f\u06af\u0627\u0646\u0647 (Multiprocessing) \u0646\u06cc\u0632 \u0627\u0645\u06a9\u0627\u0646\u200c\u067e\u0630\u06cc\u0631 \u0627\u0633\u062a\u060c \u0627\u0645\u0627 Thread\u0647\u0627 \u0628\u0647\u200c\u0637\u0648\u0631 \u0648\u06cc\u0698\u0647 \u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u0633\u0631\u0639\u062a \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631\u06af\u06cc\u0631 \u0639\u0645\u0644\u06cc\u0627\u062a \u0648\u0631\u0648\u062f\u06cc\/\u062e\u0631\u0648\u062c\u06cc (I\/O-Bound) \u0647\u0633\u062a\u0646\u062f\u060c \u0639\u0627\u0644\u06cc \u0639\u0645\u0644 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. …<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8,343],"tags":[],"class_list":["post-6703","post","type-post","status-publish","format-standard","hentry","category-8","category-python"],"_links":{"self":[{"href":"https:\/\/parmin.cloud\/blog\/wp-json\/wp\/v2\/posts\/6703","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/parmin.cloud\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/parmin.cloud\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/parmin.cloud\/blog\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/parmin.cloud\/blog\/wp-json\/wp\/v2\/comments?post=6703"}],"version-history":[{"count":0,"href":"https:\/\/parmin.cloud\/blog\/wp-json\/wp\/v2\/posts\/6703\/revisions"}],"wp:attachment":[{"href":"https:\/\/parmin.cloud\/blog\/wp-json\/wp\/v2\/media?parent=6703"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/parmin.cloud\/blog\/wp-json\/wp\/v2\/categories?post=6703"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/parmin.cloud\/blog\/wp-json\/wp\/v2\/tags?post=6703"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}