{"id":918,"date":"2025-01-12T10:12:48","date_gmt":"2025-01-12T02:12:48","guid":{"rendered":"https:\/\/www.laixuexila.com\/?p=918"},"modified":"2025-01-12T10:12:48","modified_gmt":"2025-01-12T02:12:48","slug":"%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8python%e7%9a%84%e5%a4%9a%e7%ba%bf%e7%a8%8b%e4%b8%8e%e5%a4%9a%e8%bf%9b%e7%a8%8b%ef%bc%9a%e5%b9%b6%e5%8f%91%e7%bc%96%e7%a8%8b%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/www.laixuexila.com\/index.php\/2025\/01\/12\/%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8python%e7%9a%84%e5%a4%9a%e7%ba%bf%e7%a8%8b%e4%b8%8e%e5%a4%9a%e8%bf%9b%e7%a8%8b%ef%bc%9a%e5%b9%b6%e5%8f%91%e7%bc%96%e7%a8%8b%e6%8c%87%e5%8d%97\/","title":{"rendered":"\u5982\u4f55\u4f7f\u7528Python\u7684\u591a\u7ebf\u7a0b\u4e0e\u591a\u8fdb\u7a0b\uff1a\u5e76\u53d1\u7f16\u7a0b\u6307\u5357"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Python \u7684\u5e76\u53d1\u7f16\u7a0b\u53ef\u4ee5\u901a\u8fc7\u591a\u7ebf\u7a0b\uff08threading\uff09\u548c\u591a\u8fdb\u7a0b\uff08multiprocessing\uff09\u6765\u5b9e\u73b0\uff0c\u8fd9\u4e24\u79cd\u65b9\u6cd5\u5404\u6709\u4f18\u7f3a\u70b9\uff0c\u9002\u7528\u4e8e\u4e0d\u540c\u7684\u573a\u666f\u3002\u7406\u89e3\u5982\u4f55\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\u8fdb\u884c\u5e76\u53d1\u7f16\u7a0b\u662f\u63d0\u5347 Python \u6027\u80fd\u7684\u4e00\u4e2a\u91cd\u8981\u6b65\u9aa4\uff0c\u7279\u522b\u662f\u5728\u9700\u8981\u5904\u7406\u5927\u91cf I\/O \u64cd\u4f5c\u6216\u8ba1\u7b97\u5bc6\u96c6\u578b\u4efb\u52a1\u65f6\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8 Python \u4e2d\u7684\u591a\u7ebf\u7a0b\u4e0e\u591a\u8fdb\u7a0b\uff0c\u4ecb\u7ecd\u5b83\u4eec\u7684\u4f7f\u7528\u573a\u666f\u3001\u4f18\u52bf\u3001\u5b9e\u73b0\u65b9\u5f0f\u53ca\u6ce8\u610f\u4e8b\u9879\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e00\u3001\u7406\u89e3\u591a\u7ebf\u7a0b\u4e0e\u591a\u8fdb\u7a0b<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u591a\u7ebf\u7a0b<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u591a\u7ebf\u7a0b\u662f\u4e00\u79cd\u901a\u8fc7\u5728\u5355\u4e2a\u8fdb\u7a0b\u5185\u521b\u5efa\u591a\u4e2a\u7ebf\u7a0b\u6765\u5b9e\u73b0\u5e76\u53d1\u7684\u65b9\u5f0f\u3002\u6bcf\u4e2a\u7ebf\u7a0b\u5728\u8fdb\u7a0b\u4e2d\u5171\u4eab\u5185\u5b58\u7a7a\u95f4\uff0c\u56e0\u6b64\u7ebf\u7a0b\u4e4b\u95f4\u53ef\u4ee5\u8f7b\u677e\u5730\u5171\u4eab\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u7531\u4e8e Python \u7684\u5168\u5c40\u89e3\u91ca\u5668\u9501\uff08GIL\uff0cGlobal Interpreter Lock\uff09\uff0c\u591a\u7ebf\u7a0b\u5e76\u4e0d\u80fd\u5728 CPU \u5bc6\u96c6\u578b\u4efb\u52a1\u4e2d\u63d0\u9ad8\u6027\u80fd\uff0c\u4f46\u5728 I\/O \u5bc6\u96c6\u578b\u4efb\u52a1\u4e2d\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u6548\u7387\u3002<\/li>\n<\/ul>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u591a\u8fdb\u7a0b<\/strong>\uff1a<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u591a\u8fdb\u7a0b\u662f\u5728\u591a\u4e2a\u8fdb\u7a0b\u4e4b\u95f4\u5b9e\u73b0\u5e76\u884c\u6267\u884c\uff0c\u6bcf\u4e2a\u8fdb\u7a0b\u6709\u72ec\u7acb\u7684\u5185\u5b58\u7a7a\u95f4\u3002\u591a\u8fdb\u7a0b\u53ef\u4ee5\u7ed5\u8fc7 GIL\uff0c\u56e0\u6b64\u9002\u7528\u4e8e\u8ba1\u7b97\u5bc6\u96c6\u578b\u4efb\u52a1\u3002<\/li>\n\n\n\n<li>\u6bcf\u4e2a\u8fdb\u7a0b\u72ec\u7acb\u6267\u884c\uff0c\u8fdb\u7a0b\u95f4\u901a\u4fe1\u9700\u8981\u4f7f\u7528\u961f\u5217\u6216\u7ba1\u9053\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e8c\u3001\u4f7f\u7528 Python \u7684\u591a\u7ebf\u7a0b<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">1. <strong>\u57fa\u7840\u7528\u6cd5\uff1a<code>threading<\/code> \u6a21\u5757<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><code>threading<\/code> \u6a21\u5757\u63d0\u4f9b\u4e86\u591a\u7ebf\u7a0b\u7f16\u7a0b\u7684\u57fa\u672c\u529f\u80fd\u3002\u5728 Python \u4e2d\uff0c\u7ebf\u7a0b\u7684\u751f\u547d\u5468\u671f\u7531 <code>Thread<\/code> \u7c7b\u7ba1\u7406\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u793a\u4f8b\uff1a\u521b\u5efa\u5e76\u542f\u52a8\u591a\u4e2a\u7ebf\u7a0b<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import threading\nimport time\n\n# \u7ebf\u7a0b\u6267\u884c\u7684\u51fd\u6570\ndef print_numbers():\n    for i in range(5):\n        print(i)\n        time.sleep(1)  # \u6a21\u62df\u8017\u65f6\u64cd\u4f5c\n\n# \u521b\u5efa\u7ebf\u7a0b\nthread1 = threading.Thread(target=print_numbers)\nthread2 = threading.Thread(target=print_numbers)\n\n# \u542f\u52a8\u7ebf\u7a0b\nthread1.start()\nthread2.start()\n\n# \u7b49\u5f85\u7ebf\u7a0b\u5b8c\u6210\nthread1.join()\nthread2.join()\n\nprint(\"Threads have finished.\")<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u6211\u4eec\u521b\u5efa\u4e86\u4e24\u4e2a\u7ebf\u7a0b\u6765\u6267\u884c <code>print_numbers<\/code> \u51fd\u6570\uff0c\u5e76\u4f7f\u7528 <code>start()<\/code> \u65b9\u6cd5\u542f\u52a8\u5b83\u4eec\uff0c\u6700\u540e\u4f7f\u7528 <code>join()<\/code> \u7b49\u5f85\u4e24\u4e2a\u7ebf\u7a0b\u6267\u884c\u5b8c\u6210\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. <strong>\u4f7f\u7528\u7ebf\u7a0b\u6c60\uff1a<code>concurrent.futures<\/code> \u6a21\u5757<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u4efb\u52a1\u6570\u91cf\u8f83\u591a\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528 <code>concurrent.futures.ThreadPoolExecutor<\/code> \u6765\u7b80\u5316\u7ebf\u7a0b\u6c60\u7684\u7ba1\u7406\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>from concurrent.futures import ThreadPoolExecutor\nimport time\n\n# \u7ebf\u7a0b\u6267\u884c\u7684\u51fd\u6570\ndef print_numbers(i):\n    print(f\"Thread {i} is running\")\n    time.sleep(1)\n    print(f\"Thread {i} has finished\")\n\n# \u4f7f\u7528\u7ebf\u7a0b\u6c60\u6267\u884c\u4efb\u52a1\nwith ThreadPoolExecutor(max_workers=3) as executor:\n    for i in range(5):\n        executor.submit(print_numbers, i)<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c<code>ThreadPoolExecutor<\/code> \u4f1a\u81ea\u52a8\u7ba1\u7406\u591a\u4e2a\u7ebf\u7a0b\uff0c\u5e76\u4e14\u9650\u5236\u6700\u5927\u5e76\u53d1\u7ebf\u7a0b\u6570\u4e3a 3\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3. <strong>\u6ce8\u610f\u4e8b\u9879\uff1aGIL \u7684\u5f71\u54cd<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u7531\u4e8e Python \u7684 GIL\uff0c\u591a\u4e2a\u7ebf\u7a0b\u65e0\u6cd5\u771f\u6b63\u5b9e\u73b0 CPU \u5bc6\u96c6\u578b\u4efb\u52a1\u7684\u5e76\u884c\u8ba1\u7b97\u3002\u56e0\u6b64\uff0c\u591a\u7ebf\u7a0b\u66f4\u9002\u7528\u4e8e I\/O \u5bc6\u96c6\u578b\u4efb\u52a1\uff0c\u6bd4\u5982\u6587\u4ef6 I\/O\u3001\u7f51\u7edc\u8bf7\u6c42\u7b49\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e09\u3001\u4f7f\u7528 Python \u7684\u591a\u8fdb\u7a0b<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">1. <strong>\u57fa\u7840\u7528\u6cd5\uff1a<code>multiprocessing<\/code> \u6a21\u5757<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><code>multiprocessing<\/code> \u6a21\u5757\u63d0\u4f9b\u4e86\u591a\u8fdb\u7a0b\u7f16\u7a0b\u7684\u57fa\u672c\u529f\u80fd\uff0c\u9002\u7528\u4e8e CPU \u5bc6\u96c6\u578b\u4efb\u52a1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u793a\u4f8b\uff1a\u521b\u5efa\u5e76\u542f\u52a8\u591a\u4e2a\u8fdb\u7a0b<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import multiprocessing\nimport time\n\n# \u8fdb\u7a0b\u6267\u884c\u7684\u51fd\u6570\ndef print_numbers():\n    for i in range(5):\n        print(i)\n        time.sleep(1)\n\n# \u521b\u5efa\u8fdb\u7a0b\nprocess1 = multiprocessing.Process(target=print_numbers)\nprocess2 = multiprocessing.Process(target=print_numbers)\n\n# \u542f\u52a8\u8fdb\u7a0b\nprocess1.start()\nprocess2.start()\n\n# \u7b49\u5f85\u8fdb\u7a0b\u5b8c\u6210\nprocess1.join()\nprocess2.join()\n\nprint(\"Processes have finished.\")<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528 <code>multiprocessing.Process<\/code> \u7c7b\u521b\u5efa\u4e86\u4e24\u4e2a\u8fdb\u7a0b\u5e76\u542f\u52a8\u5b83\u4eec\u3002\u6bcf\u4e2a\u8fdb\u7a0b\u72ec\u7acb\u6267\u884c <code>print_numbers<\/code> \u51fd\u6570\uff0c\u5f7c\u6b64\u4e4b\u95f4\u6ca1\u6709\u5171\u4eab\u5185\u5b58\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. <strong>\u4f7f\u7528\u8fdb\u7a0b\u6c60\uff1a<code>multiprocessing.Pool<\/code><\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0e <code>ThreadPoolExecutor<\/code> \u7c7b\u4f3c\uff0c<code>multiprocessing<\/code> \u6a21\u5757\u4e5f\u63d0\u4f9b\u4e86 <code>Pool<\/code> \u7c7b\u6765\u7ba1\u7406\u591a\u4e2a\u8fdb\u7a0b\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import multiprocessing\nimport time\n\n# \u8fdb\u7a0b\u6267\u884c\u7684\u51fd\u6570\ndef print_numbers(i):\n    print(f\"Process {i} is running\")\n    time.sleep(1)\n    print(f\"Process {i} has finished\")\n\n# \u4f7f\u7528\u8fdb\u7a0b\u6c60\u6267\u884c\u4efb\u52a1\nif __name__ == \"__main__\":  # \u5728 Windows \u4e0a\u9700\u8981\u52a0\u8fd9\u884c\n    with multiprocessing.Pool(processes=3) as pool:\n        pool.map(print_numbers, range(5))<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c<code>Pool<\/code> \u7528\u4e8e\u7ba1\u7406\u8fdb\u7a0b\u6c60\uff0c<code>map()<\/code> \u65b9\u6cd5\u4f1a\u5c06\u4efb\u52a1\u5206\u914d\u7ed9\u6c60\u4e2d\u7684\u8fdb\u7a0b\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3. <strong>\u8fdb\u7a0b\u95f4\u901a\u4fe1\uff1a<code>Queue<\/code> \u548c <code>Pipe<\/code><\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u7531\u4e8e\u8fdb\u7a0b\u4e4b\u95f4\u6ca1\u6709\u5171\u4eab\u5185\u5b58\uff0c\u5fc5\u987b\u4f7f\u7528\u8fdb\u7a0b\u95f4\u901a\u4fe1\uff08IPC\uff09\u6765\u4ea4\u6362\u6570\u636e\u3002<code>multiprocessing<\/code> \u63d0\u4f9b\u4e86 <code>Queue<\/code> \u548c <code>Pipe<\/code> \u7528\u4e8e\u8fdb\u7a0b\u95f4\u901a\u4fe1\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import multiprocessing\n\ndef send_data(queue):\n    queue.put(\"Hello from Process\")\n\ndef receive_data(queue):\n    data = queue.get()\n    print(f\"Received: {data}\")\n\nif __name__ == \"__main__\":\n    queue = multiprocessing.Queue()\n\n    process1 = multiprocessing.Process(target=send_data, args=(queue,))\n    process2 = multiprocessing.Process(target=receive_data, args=(queue,))\n\n    process1.start()\n    process2.start()\n\n    process1.join()\n    process2.join()<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c<code>Queue<\/code> \u88ab\u7528\u6765\u5728\u4e24\u4e2a\u8fdb\u7a0b\u4e4b\u95f4\u4f20\u9012\u6570\u636e\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u56db\u3001\u5982\u4f55\u9009\u62e9\u591a\u7ebf\u7a0b\u4e0e\u591a\u8fdb\u7a0b<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u591a\u7ebf\u7a0b\uff1a<\/strong><\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9002\u5408<\/strong>\uff1aI\/O \u5bc6\u96c6\u578b\u4efb\u52a1\uff0c\u5982\u6587\u4ef6 I\/O\u3001\u7f51\u7edc\u8bf7\u6c42\u7b49\u3002<\/li>\n\n\n\n<li><strong>\u4e0d\u9002\u5408<\/strong>\uff1aCPU \u5bc6\u96c6\u578b\u4efb\u52a1\uff0c\u56e0\u4e3a GIL \u9650\u5236\u4e86\u591a\u7ebf\u7a0b\u7684\u5e76\u884c\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u591a\u8fdb\u7a0b\uff1a<\/strong><\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9002\u5408<\/strong>\uff1aCPU \u5bc6\u96c6\u578b\u4efb\u52a1\uff0c\u53ef\u4ee5\u7ed5\u8fc7 GIL\uff0c\u5145\u5206\u5229\u7528\u591a\u6838\u5904\u7406\u5668\u3002<\/li>\n\n\n\n<li><strong>\u4e0d\u9002\u5408<\/strong>\uff1a\u9700\u8981\u5927\u91cf\u5171\u4eab\u5185\u5b58\u7684\u6570\u636e\u4ea4\u6362\uff0c\u56e0\u4e3a\u8fdb\u7a0b\u4e4b\u95f4\u6ca1\u6709\u5171\u4eab\u5185\u5b58\uff0c\u8fdb\u7a0b\u95f4\u901a\u4fe1\u8f83\u4e3a\u590d\u6742\u4e14\u5f00\u9500\u8f83\u5927\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e94\u3001\u603b\u7ed3<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python \u63d0\u4f9b\u4e86\u591a\u7ebf\u7a0b\u548c\u591a\u8fdb\u7a0b\u4e24\u79cd\u65b9\u5f0f\u6765\u5b9e\u73b0\u5e76\u53d1\u7f16\u7a0b\uff0c\u4f7f\u7528\u65f6\u9700\u8981\u6839\u636e\u4efb\u52a1\u7684\u6027\u8d28\u9009\u62e9\u5408\u9002\u7684\u65b9\u5f0f\u3002<\/li>\n\n\n\n<li><strong>\u591a\u7ebf\u7a0b<\/strong> \u9002\u5408 I\/O \u5bc6\u96c6\u578b\u4efb\u52a1\uff0c\u4f46\u53d7 GIL \u7684\u5f71\u54cd\uff0c\u65e0\u6cd5\u63d0\u5347 CPU \u5bc6\u96c6\u578b\u4efb\u52a1\u7684\u6027\u80fd\u3002<\/li>\n\n\n\n<li><strong>\u591a\u8fdb\u7a0b<\/strong> \u53ef\u4ee5\u6709\u6548\u63d0\u5347 CPU \u5bc6\u96c6\u578b\u4efb\u52a1\u7684\u6027\u80fd\uff0c\u5c24\u5176\u5728\u591a\u6838 CPU \u4e0a\uff0c\u53ef\u4ee5\u5e76\u884c\u5904\u7406\u591a\u4e2a\u4efb\u52a1\u3002<\/li>\n\n\n\n<li>\u5728\u5e76\u53d1\u7f16\u7a0b\u4e2d\uff0c\u8fdb\u7a0b\u95f4\u901a\u4fe1\u548c\u8d44\u6e90\u7ba1\u7406\u662f\u9700\u8981\u7279\u522b\u6ce8\u610f\u7684\uff0c<code>Queue<\/code> \u548c <code>Pipe<\/code> \u7b49\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u89e3\u51b3\u8fdb\u7a0b\u95f4\u6570\u636e\u4ea4\u6362\u7684\u95ee\u9898\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u638c\u63e1 Python \u7684\u5e76\u53d1\u7f16\u7a0b\u80fd\u591f\u5e2e\u52a9\u4f60\u5728\u5904\u7406\u5927\u91cf\u4efb\u52a1\u65f6\u63d0\u5347\u7a0b\u5e8f\u6548\u7387\uff0c\u4f46\u52a1\u5fc5\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u5e76\u5904\u7406\u597d\u5e76\u53d1\u8fc7\u7a0b\u4e2d\u5e38\u89c1\u7684\u590d\u6742\u6027\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python \u7684\u5e76\u53d1\u7f16\u7a0b\u53ef\u4ee5\u901a\u8fc7\u591a\u7ebf\u7a0b\uff08threading\uff09\u548c\u591a\u8fdb\u7a0b\uff08multiprocessing\uff09\u6765\u5b9e\u73b0\uff0c [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[54],"tags":[],"class_list":["post-918","post","type-post","status-publish","format-standard","hentry","category-python"],"_links":{"self":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/918","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/comments?post=918"}],"version-history":[{"count":1,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/918\/revisions"}],"predecessor-version":[{"id":919,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/918\/revisions\/919"}],"wp:attachment":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/media?parent=918"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/categories?post=918"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/tags?post=918"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}