{"id":2860,"date":"2025-03-16T12:37:16","date_gmt":"2025-03-16T04:37:16","guid":{"rendered":"https:\/\/www.laixuexila.com\/?p=2860"},"modified":"2025-03-16T12:37:16","modified_gmt":"2025-03-16T04:37:16","slug":"python3-%e7%bd%91%e7%bb%9c%e7%bc%96%e7%a8%8b17%ef%bc%9awebsocket-%e6%80%a7%e8%83%bd%e4%bc%98%e5%8c%96%e4%b8%8e%e7%9b%91%e6%8e%a7","status":"publish","type":"post","link":"https:\/\/www.laixuexila.com\/index.php\/2025\/03\/16\/python3-%e7%bd%91%e7%bb%9c%e7%bc%96%e7%a8%8b17%ef%bc%9awebsocket-%e6%80%a7%e8%83%bd%e4%bc%98%e5%8c%96%e4%b8%8e%e7%9b%91%e6%8e%a7\/","title":{"rendered":"Python3 \u7f51\u7edc\u7f16\u7a0b17\uff1aWebSocket \u6027\u80fd\u4f18\u5316\u4e0e\u76d1\u63a7"},"content":{"rendered":"\n<p>WebSocket \u670d\u52a1\u9700\u8981\u5728\u5904\u7406\u5927\u91cf\u5e76\u53d1\u8fde\u63a5\u65f6\u4fdd\u6301\u9ad8\u6027\u80fd\uff0c\u786e\u4fdd\u4f4e\u5ef6\u8fdf\u548c\u7a33\u5b9a\u6027\u3002\u9664\u4e86\u5408\u7406\u7684\u67b6\u6784\u8bbe\u8ba1\u5916\uff0c\u6027\u80fd\u4f18\u5316\u548c\u76d1\u63a7\u4e5f\u662f\u786e\u4fdd WebSocket \u670d\u52a1\u7a33\u5b9a\u8fd0\u884c\u7684\u91cd\u8981\u56e0\u7d20\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>17.1 WebSocket \u6027\u80fd\u4f18\u5316<\/strong><\/h2>\n\n\n\n<p>WebSocket \u6027\u80fd\u4f18\u5316\u6d89\u53ca\u591a\u4e2a\u65b9\u9762\uff0c\u5305\u62ec\u7f51\u7edc\u5c42\u3001\u670d\u52a1\u5668\u914d\u7f6e\u3001\u6d88\u606f\u4f20\u8f93\u7b49\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5173\u952e\u7684\u4f18\u5316\u7b56\u7565\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>17.1.1 \u9ad8\u6548\u7684\u6d88\u606f\u4f20\u8f93<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u538b\u7f29\u6d88\u606f<\/strong>\uff1aWebSocket \u9ed8\u8ba4\u7684\u6d88\u606f\u4f20\u8f93\u662f\u660e\u6587\u7684\uff0c\u5982\u679c\u6d88\u606f\u91cf\u8f83\u5927\uff0c\u53ef\u4ee5\u91c7\u7528\u538b\u7f29\u7b97\u6cd5\uff08\u5982 GZIP \u6216 Brotli\uff09\u5bf9\u6d88\u606f\u8fdb\u884c\u538b\u7f29\uff0c\u4ece\u800c\u51cf\u5c11\u4f20\u8f93\u7684\u6570\u636e\u91cf\uff0c\u964d\u4f4e\u5e26\u5bbd\u6d88\u8017\u3002 <strong>\u793a\u4f8b<\/strong>\uff1a<\/li>\n\n\n\n<li>\u5728 <strong>Socket.IO<\/strong> \u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e <code>compression<\/code> \u53c2\u6570\u542f\u7528\u6d88\u606f\u538b\u7f29\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>  socketio = SocketIO(app, compression=True)<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528 <code>zlib<\/code> \u5728\u5ba2\u6237\u7aef\u548c\u670d\u52a1\u5668\u7aef\u624b\u52a8\u8fdb\u884c\u6570\u636e\u538b\u7f29\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>17.1.2 \u63a7\u5236\u6d88\u606f\u5927\u5c0f<\/strong><\/h3>\n\n\n\n<p>\u5bf9\u4e8e WebSocket\uff0c\u53d1\u9001\u8fc7\u5927\u7684\u6d88\u606f\u4f1a\u589e\u52a0\u5ef6\u8fdf\uff0c\u5f71\u54cd\u6027\u80fd\u3002\u5efa\u8bae\u5bf9\u6bcf\u6761\u6d88\u606f\u5927\u5c0f\u8fdb\u884c\u9650\u5236\uff0c\u907f\u514d\u53d1\u9001\u4e0d\u5fc5\u8981\u7684\u5de8\u5927\u6570\u636e\u5305\u3002\u5bf9\u4e8e\u5927\u6570\u636e\u4f20\u8f93\uff0c\u5206\u7247\uff08chunking\uff09\u53ef\u4ee5\u6709\u6548\u964d\u4f4e\u5ef6\u8fdf\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>17.1.3 \u8fde\u63a5\u6570\u4f18\u5316<\/strong><\/h3>\n\n\n\n<p>WebSocket \u7684\u6027\u80fd\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f9d\u8d56\u4e8e\u8fde\u63a5\u6570\u3002\u63d0\u9ad8\u7cfb\u7edf\u7684\u5e76\u53d1\u80fd\u529b\u65f6\uff0c\u9700\u8981\u8c03\u4f18\u64cd\u4f5c\u7cfb\u7edf\u7684\u6587\u4ef6\u63cf\u8ff0\u7b26\uff08FD\uff09\u9650\u5236\uff0c\u4ee5\u53ca WebSocket \u670d\u52a1\u5668\u7684\u8fde\u63a5\u6c60\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u64cd\u4f5c\u7cfb\u7edf\u914d\u7f6e<\/strong>\uff1a\u589e\u52a0\u6587\u4ef6\u63cf\u8ff0\u7b26\u7684\u9650\u5236\uff0c\u64cd\u4f5c\u7cfb\u7edf\u901a\u5e38\u4f1a\u5bf9\u6bcf\u4e2a\u8fdb\u7a0b\u7684\u6587\u4ef6\u63cf\u8ff0\u7b26\u6570\u505a\u51fa\u9650\u5236\uff0c\u8fd9\u4f1a\u5f71\u54cd WebSocket \u7684\u8fde\u63a5\u6570\u3002<\/li>\n\n\n\n<li>\u5728 <strong>Linux<\/strong> \u7cfb\u7edf\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539 <code>\/etc\/security\/limits.conf<\/code> \u6587\u4ef6\u6765\u589e\u52a0\u6587\u4ef6\u63cf\u8ff0\u7b26\u9650\u5236\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>  * soft nofile 100000\n  * hard nofile 100000<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>17.1.4 \u6d88\u606f\u5408\u5e76\u4e0e\u6279\u91cf\u5904\u7406<\/strong><\/h3>\n\n\n\n<p>\u5728\u9ad8\u5e76\u53d1\u573a\u666f\u4e2d\uff0c\u9010\u6761\u53d1\u9001\u6d88\u606f\u53ef\u80fd\u5bfc\u81f4\u8fc7\u591a\u7684\u7f51\u7edc\u8bf7\u6c42\uff0c\u589e\u52a0\u4e86\u5ef6\u8fdf\u548c\u5e26\u5bbd\u6d88\u8017\u3002\u4e3a\u4e86\u63d0\u9ad8\u6548\u7387\uff0c\u53ef\u4ee5\u901a\u8fc7\u5408\u5e76\u591a\u4e2a\u6d88\u606f\u8fdb\u884c\u6279\u91cf\u53d1\u9001\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6279\u91cf\u53d1\u9001<\/strong>\uff1a\u5c06\u591a\u4e2a\u5c0f\u7684\u6d88\u606f\u6253\u5305\u6210\u4e00\u4e2a\u5927\u6d88\u606f\uff0c\u5728\u4e00\u5b9a\u65f6\u95f4\u5185\u79ef\u7d2f\u591a\u4e2a\u8bf7\u6c42\u540e\u518d\u7edf\u4e00\u53d1\u9001\u3002\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c11\u6bcf\u4e2a\u8bf7\u6c42\u7684\u5ef6\u8fdf\uff0c\u63d0\u9ad8\u541e\u5410\u91cf\u3002<\/li>\n\n\n\n<li><strong>\u6d88\u606f\u7f13\u5b58<\/strong>\uff1a\u4e3a\u907f\u514d\u9891\u7e41\u7684\u6d88\u606f\u53d1\u9001\uff0c\u53ef\u4ee5\u4f7f\u7528\u6d88\u606f\u7f13\u5b58\uff08\u4f8b\u5982 Redis\uff09\u6765\u7d2f\u79ef\u5f85\u53d1\u9001\u7684\u6d88\u606f\uff0c\u5b9a\u65f6\u6279\u91cf\u5904\u7406\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>17.1.5 \u957f\u8fde\u63a5\u590d\u7528\u4e0e\u8fde\u63a5\u6c60<\/strong><\/h3>\n\n\n\n<p>WebSocket \u662f\u957f\u8fde\u63a5\uff0c\u4f46\u5982\u679c\u5e94\u7528\u4e2d\u8fde\u63a5\u6570\u91cf\u975e\u5e38\u5e9e\u5927\uff0c\u53ef\u80fd\u4f1a\u5e26\u6765\u6027\u80fd\u74f6\u9888\u3002\u4e3a\u4e86\u4f18\u5316\u8fde\u63a5\u7ba1\u7406\uff0c\u53ef\u4ee5\u5b9e\u73b0\u8fde\u63a5\u6c60\u673a\u5236\uff0c\u590d\u7528\u8fde\u63a5\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8fde\u63a5\u6c60<\/strong>\uff1a\u4f7f\u7528\u8fde\u63a5\u6c60\u7ba1\u7406 WebSocket \u8fde\u63a5\uff0c\u53ef\u4ee5\u51cf\u5c11\u6bcf\u6b21\u8fde\u63a5\u7684\u521b\u5efa\u548c\u9500\u6bc1\u5f00\u9500\uff0c\u63d0\u9ad8\u8fde\u63a5\u7684\u5229\u7528\u7387\u3002<\/li>\n\n\n\n<li><strong>\u8d1f\u8f7d\u5747\u8861<\/strong>\uff1a\u901a\u8fc7\u8d1f\u8f7d\u5747\u8861\u5668\u6765\u5206\u914d WebSocket \u8fde\u63a5\uff0c\u907f\u514d\u5355\u4e2a\u8282\u70b9\u7684\u8fc7\u8f7d\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>17.2 WebSocket \u670d\u52a1\u76d1\u63a7<\/strong><\/h2>\n\n\n\n<p>\u6709\u6548\u7684\u76d1\u63a7\u53ef\u4ee5\u5e2e\u52a9\u53ca\u65f6\u53d1\u73b0\u6027\u80fd\u74f6\u9888\u3001\u8fde\u63a5\u5f02\u5e38\u6216\u670d\u52a1\u6545\u969c\uff0c\u4ece\u800c\u4fdd\u969c WebSocket \u670d\u52a1\u7684\u9ad8\u53ef\u7528\u6027\u3002\u76d1\u63a7\u4e0d\u4ec5\u5305\u62ec\u786c\u4ef6\u8d44\u6e90\uff0c\u8fd8\u5305\u62ec\u4e1a\u52a1\u5c42\u9762\u7684\u6027\u80fd\u6307\u6807\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>17.2.1 \u6027\u80fd\u6307\u6807<\/strong><\/h3>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684 WebSocket \u6027\u80fd\u6307\u6807\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8fde\u63a5\u6570<\/strong>\uff1a\u5b9e\u65f6\u76d1\u63a7\u5f53\u524d\u8fde\u63a5\u7684\u6570\u91cf\uff0c\u68c0\u67e5\u662f\u5426\u8d85\u8fc7\u9884\u8bbe\u7684\u9608\u503c\u3002\u5982\u679c\u8fde\u63a5\u6570\u5f02\u5e38\u589e\u591a\uff0c\u53ef\u80fd\u662f\u6d41\u91cf\u6fc0\u589e\u6216\u8005\u6f5c\u5728\u7684\u6076\u610f\u653b\u51fb\u3002<\/li>\n\n\n\n<li><strong>\u6d88\u606f\u541e\u5410\u91cf<\/strong>\uff1a\u6bcf\u79d2\u949f\u4f20\u8f93\u7684\u6d88\u606f\u6570\uff0c\u7528\u4e8e\u8861\u91cf WebSocket \u670d\u52a1\u7684\u5904\u7406\u80fd\u529b\u3002<\/li>\n\n\n\n<li><strong>\u5ef6\u8fdf<\/strong>\uff1a\u6d88\u606f\u4ece\u5ba2\u6237\u7aef\u53d1\u9001\u5230\u670d\u52a1\u7aef\u5e76\u8fd4\u56de\u7684\u65f6\u95f4\uff0c\u5ef6\u8fdf\u8fc7\u5927\u4f1a\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\u3002<\/li>\n\n\n\n<li><strong>\u9519\u8bef\u7387<\/strong>\uff1a\u6bcf\u79d2\u53d1\u751f\u7684\u9519\u8bef\u6570\u91cf\uff0c\u5f02\u5e38\u7684\u9519\u8bef\u7387\u53ef\u80fd\u662f\u7cfb\u7edf\u6545\u969c\u7684\u4fe1\u53f7\u3002<\/li>\n\n\n\n<li><strong>\u5e26\u5bbd\u4f7f\u7528\u7387<\/strong>\uff1a\u5b9e\u65f6\u76d1\u63a7 WebSocket \u8fde\u63a5\u4f7f\u7528\u7684\u7f51\u7edc\u5e26\u5bbd\uff0c\u907f\u514d\u51fa\u73b0\u5e26\u5bbd\u74f6\u9888\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>17.2.2 \u4f7f\u7528 Prometheus \u548c Grafana \u8fdb\u884c\u76d1\u63a7<\/strong><\/h3>\n\n\n\n<p>Prometheus \u548c Grafana \u662f\u5e38\u89c1\u7684\u76d1\u63a7\u5de5\u5177\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u5b9e\u65f6\u83b7\u53d6 WebSocket \u670d\u52a1\u7684\u6027\u80fd\u6570\u636e\uff0c\u5e76\u5c06\u5176\u4ee5\u53ef\u89c6\u5316\u65b9\u5f0f\u5c55\u793a\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Prometheus<\/strong>\uff1a\u53ef\u4ee5\u901a\u8fc7 <code>node_exporter<\/code> \u6216\u81ea\u5b9a\u4e49\u7684 <code>client_exporter<\/code> \u76d1\u63a7 WebSocket \u670d\u52a1\u5668\u7684\u5404\u79cd\u6027\u80fd\u6307\u6807\uff0c\u5982\u8fde\u63a5\u6570\u3001\u8bf7\u6c42\u6570\u3001\u54cd\u5e94\u65f6\u95f4\u7b49\u3002<\/li>\n\n\n\n<li><strong>Grafana<\/strong>\uff1a\u7ed3\u5408 Prometheus\uff0c\u5c06 WebSocket \u670d\u52a1\u7684\u76d1\u63a7\u6570\u636e\u5c55\u793a\u4e3a\u56fe\u8868\uff0c\u65b9\u4fbf\u5206\u6790\u548c\u62a5\u8b66\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u914d\u7f6e Prometheus \u6765\u76d1\u63a7 WebSocket<\/strong><\/h4>\n\n\n\n<p>\u9996\u5148\uff0c\u5b89\u88c5\u5e76\u542f\u52a8 Prometheus\uff0c\u7136\u540e\u901a\u8fc7\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684 <code>exporter<\/code> \u66b4\u9732 WebSocket \u670d\u52a1\u7684\u6027\u80fd\u6307\u6807\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684 Python \u76d1\u63a7\u811a\u672c\uff0c\u4f7f\u7528 <code>prometheus_client<\/code> \u6765\u6536\u96c6\u6307\u6807\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>from prometheus_client import start_http_server, Gauge\nimport random\nimport time\n\n# \u521b\u5efa\u6307\u6807\nconnections_gauge = Gauge('websocket_connections', 'Number of active WebSocket connections')\n\ndef random_connections():\n    \"\"\"\u6a21\u62df\u8fde\u63a5\u6570\u53d8\u5316\"\"\"\n    return random.randint(0, 1000)\n\nif __name__ == '__main__':\n    start_http_server(8000)  # Prometheus \u4f1a\u5b9a\u671f\u6293\u53d6 http:\/\/localhost:8000\/metrics\n    while True:\n        connections_gauge.set(random_connections())  # \u66f4\u65b0\u8fde\u63a5\u6570\n        time.sleep(5)<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>17.3 \u65e5\u5fd7\u7ba1\u7406\u4e0e\u544a\u8b66<\/strong><\/h2>\n\n\n\n<p>WebSocket \u670d\u52a1\u7684\u65e5\u5fd7\u7ba1\u7406\u548c\u544a\u8b66\u7cfb\u7edf\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u5728\u53d1\u751f\u5f02\u5e38\u65f6\u8fc5\u901f\u54cd\u5e94\uff0c\u5e76\u907f\u514d\u4e25\u91cd\u7684\u751f\u4ea7\u73af\u5883\u95ee\u9898\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>17.3.1 \u65e5\u5fd7\u7ba1\u7406<\/strong><\/h3>\n\n\n\n<p>\u4f7f\u7528 <strong>ELK Stack<\/strong>\uff08Elasticsearch, Logstash, Kibana\uff09\u6216 <strong>Fluentd<\/strong> \u8fdb\u884c\u65e5\u5fd7\u6536\u96c6\u548c\u5206\u6790\u3002\u53ef\u4ee5\u5c06 WebSocket \u670d\u52a1\u7684\u65e5\u5fd7\u5b58\u50a8\u5728 Elasticsearch \u4e2d\uff0c\u4f7f\u7528 Kibana \u8fdb\u884c\u53ef\u89c6\u5316\u5c55\u793a\uff0c\u65b9\u4fbf\u67e5\u770b\u8fde\u63a5\u72b6\u6001\u3001\u8bf7\u6c42\u5185\u5bb9\u3001\u9519\u8bef\u4fe1\u606f\u7b49\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>17.3.2 \u544a\u8b66\u673a\u5236<\/strong><\/h3>\n\n\n\n<p>\u901a\u8fc7\u76d1\u63a7\u5de5\u5177\uff08\u5982 Prometheus + Alertmanager\uff09\uff0c\u5f53\u67d0\u4e2a\u6027\u80fd\u6307\u6807\uff08\u5982\u8fde\u63a5\u6570\u3001\u5ef6\u8fdf\u3001\u9519\u8bef\u7387\u7b49\uff09\u8fbe\u5230\u9884\u8bbe\u7684\u544a\u8b66\u9608\u503c\u65f6\uff0c\u7cfb\u7edf\u53ef\u4ee5\u81ea\u52a8\u53d1\u9001\u544a\u8b66\u90ae\u4ef6\u3001\u77ed\u4fe1\u6216\u901a\u77e5\uff0c\u5e2e\u52a9\u7ba1\u7406\u5458\u5c3d\u65e9\u5904\u7406\u95ee\u9898\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Prometheus \u544a\u8b66\u89c4\u5219\u793a\u4f8b<\/strong>\uff1a<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>groups:\n- name: websocket_alerts\n  rules:\n  - alert: HighConnectionCount\n    expr: websocket_connections &gt; 1000\n    for: 5m\n    annotations:\n      description: \"WebSocket connections have been above 1000 for the last 5 minutes\"<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>\u603b\u7ed3\uff1a<\/strong><\/p>\n\n\n\n<p>WebSocket \u7684\u6027\u80fd\u4f18\u5316\u548c\u76d1\u63a7\u5bf9\u4e8e\u4fdd\u6301\u9ad8\u6548\u4e14\u7a33\u5b9a\u7684\u670d\u52a1\u81f3\u5173\u91cd\u8981\u3002\u901a\u8fc7\u538b\u7f29\u6d88\u606f\u3001\u63a7\u5236\u6d88\u606f\u5927\u5c0f\u3001\u4f18\u5316\u8fde\u63a5\u6570\u7b49\u7b56\u7565\uff0c\u53ef\u4ee5\u63d0\u5347 WebSocket \u670d\u52a1\u7684\u6027\u80fd\u3002\u800c\u901a\u8fc7 Prometheus\u3001Grafana \u7b49\u5de5\u5177\u8fdb\u884c\u5b9e\u65f6\u76d1\u63a7\uff0c\u5e2e\u52a9\u6211\u4eec\u5728\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u53d1\u73b0\u74f6\u9888\u5e76\u53ca\u65f6\u8fdb\u884c\u8c03\u6574\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>\u4e0b\u7bc7\u6587\u7ae0\u8ba9\u6211\u4eec\u63a2\u7d22\u5982\u4f55\u786e\u4fdd WebSocket \u670d\u52a1\u7684\u5b89\u5168\u6027\uff01<\/strong> <\/p>\n","protected":false},"excerpt":{"rendered":"<p>WebSocket \u670d\u52a1\u9700\u8981\u5728\u5904\u7406\u5927\u91cf\u5e76\u53d1\u8fde\u63a5\u65f6\u4fdd\u6301\u9ad8\u6027\u80fd\uff0c\u786e\u4fdd\u4f4e\u5ef6\u8fdf\u548c\u7a33\u5b9a\u6027\u3002\u9664\u4e86\u5408\u7406\u7684\u67b6\u6784\u8bbe\u8ba1\u5916\uff0c\u6027\u80fd\u4f18\u5316 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2861,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[79],"tags":[],"class_list":["post-2860","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python-3-"],"_links":{"self":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/2860","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=2860"}],"version-history":[{"count":1,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/2860\/revisions"}],"predecessor-version":[{"id":2862,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/2860\/revisions\/2862"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/media\/2861"}],"wp:attachment":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/media?parent=2860"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/categories?post=2860"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/tags?post=2860"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}