{"id":17825,"date":"2024-03-15T15:46:12","date_gmt":"2024-03-15T15:46:12","guid":{"rendered":"https:\/\/www.silicloud.com\/blog\/how-to-handle-concurrent-requests-in-python-multi-threading\/"},"modified":"2024-03-21T11:50:08","modified_gmt":"2024-03-21T11:50:08","slug":"how-to-handle-concurrent-requests-in-python-multi-threading","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/blog\/how-to-handle-concurrent-requests-in-python-multi-threading\/","title":{"rendered":"How to handle concurrent requests in Python multi-threading?"},"content":{"rendered":"<p>In Python, you can use multiple threads to achieve concurrent requests. Below is a simple example code demonstrating how to use multiple threads to send concurrent requests.<\/p>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">import<\/span> threading\r\n<span class=\"hljs-keyword\">import<\/span> requests\r\n\r\n<span class=\"hljs-comment\"># \u5b9a\u4e49\u4e00\u4e2a\u51fd\u6570\uff0c\u7528\u4e8e\u53d1\u9001\u8bf7\u6c42<\/span>\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">make_request<\/span>(<span class=\"hljs-params\">url<\/span>):\r\n    response = requests.get(url)\r\n    <span class=\"hljs-built_in\">print<\/span>(response.text)\r\n\r\n<span class=\"hljs-comment\"># \u5b9a\u4e49\u8981\u53d1\u9001\u7684\u8bf7\u6c42\u5217\u8868<\/span>\r\nurls = [<span class=\"hljs-string\">'http:\/\/example.com'<\/span>, <span class=\"hljs-string\">'http:\/\/example.org'<\/span>, <span class=\"hljs-string\">'http:\/\/example.net'<\/span>]\r\n\r\n<span class=\"hljs-comment\"># \u521b\u5efa\u4e00\u4e2a\u7ebf\u7a0b\u5217\u8868<\/span>\r\nthreads = []\r\n\r\n<span class=\"hljs-comment\"># \u521b\u5efa\u5e76\u542f\u52a8\u7ebf\u7a0b<\/span>\r\n<span class=\"hljs-keyword\">for<\/span> url <span class=\"hljs-keyword\">in<\/span> urls:\r\n    thread = threading.Thread(target=make_request, args=(url,))\r\n    thread.start()\r\n    threads.append(thread)\r\n\r\n<span class=\"hljs-comment\"># \u7b49\u5f85\u6240\u6709\u7ebf\u7a0b\u6267\u884c\u5b8c\u6bd5<\/span>\r\n<span class=\"hljs-keyword\">for<\/span> thread <span class=\"hljs-keyword\">in<\/span> threads:\r\n    thread.join()\r\n<\/code><\/pre>\n<p>In the code above, we first define a function called make_request for sending requests. Then, we create a list of requests urls that contains the URLs of the requests to be sent. Next, we create a list of threads threads to store the created threads. Then, we use the threading.Thread class to create threads, specifying the function to be executed using the target parameter, and passing the function&#8217;s parameters using the args parameter. We then call the start method to start the threads and add them to the thread list. Finally, we use the join method to wait for all threads to finish executing.<\/p>\n<p>It is important to ensure thread safety when sending requests using multiple threads. You can utilize thread locks (threading.Lock) to ensure that multiple threads do not access shared resources simultaneously.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In Python, you can use multiple threads to achieve concurrent requests. Below is a simple example code demonstrating how to use multiple threads to send concurrent requests. import threading import requests # \u5b9a\u4e49\u4e00\u4e2a\u51fd\u6570\uff0c\u7528\u4e8e\u53d1\u9001\u8bf7\u6c42 def make_request(url): response = requests.get(url) print(response.text) # \u5b9a\u4e49\u8981\u53d1\u9001\u7684\u8bf7\u6c42\u5217\u8868 urls = [&#8216;http:\/\/example.com&#8217;, &#8216;http:\/\/example.org&#8217;, &#8216;http:\/\/example.net&#8217;] # \u521b\u5efa\u4e00\u4e2a\u7ebf\u7a0b\u5217\u8868 threads = [] # \u521b\u5efa\u5e76\u542f\u52a8\u7ebf\u7a0b for url [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-17825","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to handle concurrent requests in Python multi-threading? - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/blog\/how-to-handle-concurrent-requests-in-python-multi-threading\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to handle concurrent requests in Python multi-threading?\" \/>\n<meta property=\"og:description\" content=\"In Python, you can use multiple threads to achieve concurrent requests. Below is a simple example code demonstrating how to use multiple threads to send concurrent requests. import threading import requests # \u5b9a\u4e49\u4e00\u4e2a\u51fd\u6570\uff0c\u7528\u4e8e\u53d1\u9001\u8bf7\u6c42 def make_request(url): response = requests.get(url) print(response.text) # \u5b9a\u4e49\u8981\u53d1\u9001\u7684\u8bf7\u6c42\u5217\u8868 urls = [&#039;http:\/\/example.com&#039;, &#039;http:\/\/example.org&#039;, &#039;http:\/\/example.net&#039;] # \u521b\u5efa\u4e00\u4e2a\u7ebf\u7a0b\u5217\u8868 threads = [] # \u521b\u5efa\u5e76\u542f\u52a8\u7ebf\u7a0b for url [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/blog\/how-to-handle-concurrent-requests-in-python-multi-threading\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/SiliCloudGlobal\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-15T15:46:12+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-21T11:50:08+00:00\" \/>\n<meta name=\"author\" content=\"Benjamin Taylor\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@SiliCloudGlobal\" \/>\n<meta name=\"twitter:site\" content=\"@SiliCloudGlobal\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin Taylor\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-to-handle-concurrent-requests-in-python-multi-threading\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-to-handle-concurrent-requests-in-python-multi-threading\/\"},\"author\":{\"name\":\"Benjamin Taylor\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/ac801fe9549a25960ce48aa2e0a691c9\"},\"headline\":\"How to handle concurrent requests in Python multi-threading?\",\"datePublished\":\"2024-03-15T15:46:12+00:00\",\"dateModified\":\"2024-03-21T11:50:08+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-to-handle-concurrent-requests-in-python-multi-threading\/\"},\"wordCount\":173,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/#organization\"},\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-to-handle-concurrent-requests-in-python-multi-threading\/\",\"url\":\"https:\/\/www.silicloud.com\/blog\/how-to-handle-concurrent-requests-in-python-multi-threading\/\",\"name\":\"How to handle concurrent requests in Python multi-threading? 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- Blog - Silicon Cloud","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/blog\/how-to-handle-concurrent-requests-in-python-multi-threading\/","og_locale":"en_US","og_type":"article","og_title":"How to handle concurrent requests in Python multi-threading?","og_description":"In Python, you can use multiple threads to achieve concurrent requests. Below is a simple example code demonstrating how to use multiple threads to send concurrent requests. import threading import requests # \u5b9a\u4e49\u4e00\u4e2a\u51fd\u6570\uff0c\u7528\u4e8e\u53d1\u9001\u8bf7\u6c42 def make_request(url): response = requests.get(url) print(response.text) # \u5b9a\u4e49\u8981\u53d1\u9001\u7684\u8bf7\u6c42\u5217\u8868 urls = ['http:\/\/example.com', 'http:\/\/example.org', 'http:\/\/example.net'] # \u521b\u5efa\u4e00\u4e2a\u7ebf\u7a0b\u5217\u8868 threads = [] # \u521b\u5efa\u5e76\u542f\u52a8\u7ebf\u7a0b for url [&hellip;]","og_url":"https:\/\/www.silicloud.com\/blog\/how-to-handle-concurrent-requests-in-python-multi-threading\/","og_site_name":"Blog - Silicon Cloud","article_publisher":"https:\/\/www.facebook.com\/SiliCloudGlobal\/","article_published_time":"2024-03-15T15:46:12+00:00","article_modified_time":"2024-03-21T11:50:08+00:00","author":"Benjamin Taylor","twitter_card":"summary_large_image","twitter_creator":"@SiliCloudGlobal","twitter_site":"@SiliCloudGlobal","twitter_misc":{"Written by":"Benjamin Taylor","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.silicloud.com\/blog\/how-to-handle-concurrent-requests-in-python-multi-threading\/#article","isPartOf":{"@id":"https:\/\/www.silicloud.com\/blog\/how-to-handle-concurrent-requests-in-python-multi-threading\/"},"author":{"name":"Benjamin Taylor","@id":"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/ac801fe9549a25960ce48aa2e0a691c9"},"headline":"How to handle concurrent requests in Python multi-threading?","datePublished":"2024-03-15T15:46:12+00:00","dateModified":"2024-03-21T11:50:08+00:00","mainEntityOfPage":{"@id":"https:\/\/www.silicloud.com\/blog\/how-to-handle-concurrent-requests-in-python-multi-threading\/"},"wordCount":173,"commentCount":0,"publisher":{"@id":"https:\/\/www.silicloud.com\/blog\/#organization"},"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/blog\/how-to-handle-concurrent-requests-in-python-multi-threading\/","url":"https:\/\/www.silicloud.com\/blog\/how-to-handle-concurrent-requests-in-python-multi-threading\/","name":"How to handle concurrent requests in Python multi-threading? 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