{"id":43546,"date":"2023-01-23T12:43:49","date_gmt":"2024-02-02T15:18:13","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e7%89%a9%e8%81%94%e7%bd%91%e7%9b%91%e6%8e%a7%e3%80%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8grafana%e5%92%8cprometheus%e8%bf%9b%e8%a1%8c%e5%ae%89%e8%a3%85%e8%ae%be%e5%ae%9a\/"},"modified":"2024-04-29T11:05:20","modified_gmt":"2024-04-29T03:05:20","slug":"%e3%80%90%e7%89%a9%e8%81%94%e7%bd%91%e7%9b%91%e6%8e%a7%e3%80%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8grafana%e5%92%8cprometheus%e8%bf%9b%e8%a1%8c%e5%ae%89%e8%a3%85%e8%ae%be%e5%ae%9a","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e7%89%a9%e8%81%94%e7%bd%91%e7%9b%91%e6%8e%a7%e3%80%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8grafana%e5%92%8cprometheus%e8%bf%9b%e8%a1%8c%e5%ae%89%e8%a3%85%e8%ae%be%e5%ae%9a\/","title":{"rendered":"\u3010\u7269\u8054\u7f51\u76d1\u63a7\u3011\u5c1d\u8bd5\u4f7f\u7528Grafana\u548cPrometheus\u8fdb\u884c\u5b89\u88c5\u8bbe\u5b9a"},"content":{"rendered":"<p>\u9996\u5148\uff0c<br \/>\n\u7269\u8054\u7f51\uff08Internet of Things\uff0cIoT\uff09\u662f\u6307\u8fde\u63a5\u5230\u4e00\u4e2a\u7f51\u7edc\u4e2d\u7684\u591a\u4e2a\u7269\u7406\u8bbe\u5907\uff0c\u4f7f\u7cfb\u7edf\u80fd\u591f\u4e0e\u5916\u90e8\u4e16\u754c\u8fdb\u884c\u4ea4\u4e92\u3002\u7531\u4e8e\u65e0\u6cd5\u5728\u6ca1\u6709\u4e86\u89e3\u60c5\u51b5\u7684\u60c5\u51b5\u4e0b\u8fdb\u884c\u9002\u5e94\uff0c\u56e0\u6b64\u56f4\u7ed5\u7269\u8054\u7f51\u7684\u8bb8\u591a\u5de5\u4f5c\u90fd\u53d8\u6210\u4e86\u76d1\u63a7\u3002<\/p>\n<p>\u5047\u8bbe\u9700\u8981\u5efa\u7acb\u4e00\u4e2a\u53ef\u4ee5\u7ef4\u6301\u4f5c\u7269\u683d\u57f9\u7684\u6700\u4f73\u6761\u4ef6\u7684\u519c\u4e1a\u6e29\u5ba4\u7cfb\u7edf\u3002\u4e3a\u4e86\u8fbe\u5230\u8fd9\u4e2a\u76ee\u7684\uff0c\u9700\u8981\u83b7\u53d6\u6e29\u5ea6\u548c\u6e7f\u5ea6\u76f8\u5173\u7684\u4fe1\u606f\u7684\u4f20\u611f\u5668\uff0c\u5e76\u4e14\u6240\u6709\u8fd9\u4e9b\u6570\u636e\u4f1a\u81ea\u52a8\u4fdd\u5b58\u548c\u5904\u7406\uff0c\u4ece\u800c\u4f7f\u5f97\u4f9b\u6c34\u548c\u52a0\u70ed\u6210\u4e3a\u53ef\u80fd\u3002<\/p>\n<p>\u6700\u9002\u5408\u7269\u8054\u7f51\u76d1\u63a7\u7684\u5806\u6808\u662fPrometheus\u548cGrafana\uff0c\u6216\u8005\u7531MetricFire\u6258\u7ba1\u7684Prometheus\u548cGrafana\u3002<\/p>\n<p>\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u4e0d\u4f1a\u8be6\u7ec6\u89e3\u91caPrometheus\u548cGrafana\u7684\u57fa\u7840\u77e5\u8bc6\uff0c\u800c\u662f\u7740\u91cd\u8bb2\u89e3\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\u6765\u521b\u5efa\u51fa\u8272\u7684\u7269\u8054\u7f51\u4eea\u8868\u677f\u6240\u9700\u77e5\u9053\u7684\u5185\u5bb9\u3002\u6570\u636e\u7684\u6536\u96c6\uff0c\u5b58\u50a8\u548c\u5904\u7406\u53ef\u4ee5\u901a\u8fc7Prometheus\u6765\u8fdb\u884c\uff0c\u800c\u53ef\u89c6\u5316\u5219\u53ef\u901a\u8fc7Grafana\u6765\u5b9e\u73b0\u3002<\/p>\n<p>\u8bf7\u9605\u8bfb\u8fd9\u7bc7\u5173\u4e8ePrometheus\u57fa\u7840\u89e3\u91ca\u7684\u6587\u7ae0\u4ee5\u53ca\u8fd9\u7bc7\u5173\u4e8eGrafana\u57fa\u7840\u89e3\u91ca\u548c\u5b9e\u9645\u90e8\u7f72\u7684\u6587\u7ae0\uff0c\u4ee5\u8be6\u7ec6\u4e86\u89e3\u57fa\u672c\u77e5\u8bc6\u3002<\/p>\n<p>\u8bf7\u53c2\u9605\u6709\u5173\u5982\u4f55\u5c06MetricFire\u8fde\u63a5\u5230\u7269\u8054\u7f51\u8bbe\u5907\u7684\u65b9\u5f0f\u5728Raspberry Pi 4\u76d1\u63a7\u76f8\u5173\u7684\u6587\u7ae0\u4e2d\uff0c\u672c\u6587\u4e0d\u6d89\u53ca\u5c06\u8fb9\u7f18\u8bbe\u5907\u8fde\u63a5\u5230Prometheus\u548cGrafana\u7684\u65b9\u6cd5\u3002<\/p>\n<p>\u7279\u522b\u662f\u5728\u5927\u89c4\u6a21\u7269\u8054\u7f51\u76d1\u6d4b\u7684\u60c5\u51b5\u4e0b\uff0c\u9700\u8981\u8003\u8651\u4f7f\u7528MetricFire\u7684Hosted Prometheus\u8fdb\u884c\u76d1\u6d4b\u3002Hosted Prometheus\u63d0\u4f9b\u81ea\u52a8\u6269\u5c55\u3001\u66f4\u65b0\u3001\u63d2\u4ef6\u548cGrafana\u4eea\u8868\u677f\u7b49\u529f\u80fd\u3002\u5728\u8fd9\u91cc\uff0c\u9700\u8981\u6ce8\u518cMetricFire\u7684\u514d\u8d39\u8bd5\u7528\u8d26\u6237\uff0c\u5e76\u5f00\u59cb\u6784\u5efa\u7269\u8054\u7f51\u4eea\u8868\u677f\u3002<\/p>\n<p>\u73b0\u5728\u8ba9\u6211\u4eec\u6765\u770b\u4e00\u4e0b\u4e92\u8054\u7f51\u7269\u8054\u7f51\u76d1\u63a7\u80cc\u540e\u7684\u6838\u5fc3\u6982\u5ff5\uff0c\u5e76\u5b66\u4e60\u5982\u4f55\u5728Grafana\u4e0a\u6784\u5efa\u4eea\u8868\u677f\u6765\u76d1\u63a7\u7269\u8054\u7f51\u7cfb\u7edf\u3002<\/p>\n<p>\u4e3a\u4ec0\u4e48\u9700\u8981IoT\u76d1\u6d4b\uff1f<\/p>\n<p>\u5982\u679c\u6211\u4eec\u7684IoT\u7cfb\u7edf\u5b8c\u5168\u81ea\u52a8\u5316\uff0c\u4e0d\u9700\u8981\u4eba\u7c7b\u5e72\u9884\uff0c\u60a8\u89c9\u5f97\u8fd9\u4e0d\u662f\u592a\u68d2\u4e86\u5417\uff1f\u8fd9\u6837\u4e00\u6765\uff0c\u5c31\u4e0d\u518d\u9700\u8981\u4eea\u8868\u76d8\u4e86\u3002<\/p>\n<p>\u7406\u60f3\u60c5\u51b5\u4e0b\uff0c\u6211\u4eec\u7684\u7269\u8054\u7f51\u7cfb\u7edf\u5e94\u8be5\u662f\u96f6\u4eba\u53c2\u4e0e\u7684\u3002\u7136\u800c\uff0c\u5927\u5bb6\u90fd\u77e5\u9053\u8fd9\u4e2a\u4e16\u754c\u5e76\u4e0d\u5b8c\u7f8e\u3002\u7531\u4e8e\u7269\u8054\u7f51\u7cfb\u7edf\u7531\u6570\u767e\u4e2a\u654f\u611f\u7ec4\u4ef6\u7ec4\u6210\uff0c\u5bf9\u5929\u6c14\u3001\u673a\u68b0\u635f\u574f\u751a\u81f3\u7535\u6c60\u4f9b\u7535\u90fd\u975e\u5e38\u8106\u5f31\uff0c\u56e0\u6b64\u5728\u76ee\u524d\u9636\u6bb5\uff0c\u5f88\u96be\u505a\u5230\u65e0\u4eba\u53c2\u4e0e\u3002<br \/>\n\u751f\u4ea7\u6d41\u6c34\u7ebf\u7684\u5176\u4ed6\u90e8\u5206\u4e5f\u6709\u53ef\u80fd\u51fa\u73b0\u6545\u969c\uff0c\u8fd9\u662f\u5f88\u5e38\u89c1\u7684\u3002\u8fd9\u53ef\u80fd\u662f\u4eba\u7c7b\u548c\u673a\u5668\u90fd\u53ef\u80fd\u5f15\u8d77\u7684\u3002\u5e76\u4e14\uff0c\u7531\u4e8e\u5b8c\u5168\u81ea\u52a8\u5316\u7684\u4f01\u4e1a\u51e0\u4e4e\u6ca1\u6709\uff0c\u6240\u4ee5\u4eba\u7c7b\u9700\u8981\u53c2\u4e0e\u76d1\u63a7\u548c\u64cd\u4f5c\u7269\u8054\u7f51\u7cfb\u7edf\u3002<\/p>\n<p>#\u667a\u80fd\u5bb6\u5c45\u76d1\u6d4b<br \/>\n\u4f5c\u4e3a\u4e00\u4e2a\u4f8b\u5b50\uff0c\u76d1\u6d4b\u5bb6\u5ead\u4e2d\u7684\u538b\u529b\u3001\u6e29\u5ea6\u548c\u6e7f\u5ea6\u7684\u7cfb\u7edf\uff0c\u5e76\u5c06\u6240\u6709\u6570\u636e\u5b58\u50a8\u5728Prometheus\u4e2d\uff0c\u5e76\u901a\u8fc7Grafana\u8fdb\u884c\u53ef\u89c6\u5316\u3002\u4ee5\u4e0b\u662f\u5b9e\u73b0\u8fd9\u4e00\u65b9\u6848\u7684\u53ef\u80fd\u65b9\u6cd5\u3002<\/p>\n<p>\u5c31\u50cf\u60a8\u6240\u89c1\uff0c\u6211\u4eec\u5c06\u6765\u81ea\u4e09\u4e2a\u4f20\u611f\u5668\u7684\u6570\u636e\u901a\u8fc7\u4e2d\u5fc3\u67a2\u8282\u70b9\uff0c\u5e76\u901a\u8fc7MQTT\u6216HTTPS\u5c06\u5176\u53d1\u9001\u5230API\u7ec8\u7aef\u70b9\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d52a037434c4406ccd593\/12-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u60a8\u53ef\u4ee5\u4f7f\u7528\u4e91\u670d\u52a1\u6216Prometheus Pushgateway\u5c06\u6570\u636e\u4fdd\u5b58\u5230\u6570\u636e\u5e93\u3002\u5bf9\u4e8e\u66f4\u590d\u6742\u7684\u4efb\u52a1\uff0c\u53ef\u80fd\u9700\u8981\u4f7f\u7528StatsD\u6765\u805a\u5408\u6570\u636e\u3002\u63a5\u4e0b\u6765\uff0c\u60a8\u53ef\u4ee5\u5c06Grafana\u8fde\u63a5\u5230Prometheus\u5e76\u521b\u5efa\u4eea\u8868\u677f\u3002<\/p>\n<p>#\u7269\u8054\u7f51\u76d1\u63a7\u67b6\u6784<br \/>\n\u76d1\u63a7\u7b56\u7565\u53ef\u5206\u4e3a\u4e24\u4e2a\u4e3b\u8981\u7c7b\u522b\uff1a\u60c5\u51b5\u903b\u8f91\u548c\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n<p>## \u57fa\u7840\u8bbe\u65bd<br \/>\n\u8ba9\u6211\u4eec\u9996\u5148\u89e3\u91ca\u4e00\u4e0b\u57fa\u7840\u8bbe\u65bd\u7684\u90e8\u5206\u3002\u4f20\u611f\u5668\u8bbe\u5907\u5f88\u5bb9\u6613\u635f\u574f\uff0c\u53ef\u80fd\u7531\u4e8e\u7f51\u7edc\u95ee\u9898\u6216\u67b6\u6784\u6545\u969c\u800c\u5bfc\u81f4\u653e\u7535\u6216\u4e22\u5931\u6570\u636e\u5305\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u9700\u8981\u76d1\u63a7\u6765\u81ea\u6bcf\u4e2a\u4f20\u611f\u5668\u7684\u9891\u7387\u3001\u6570\u91cf\u548c\u6570\u636e\u3002<\/p>\n<p>\u4f7f\u7528\u8fd9\u79cd\u7c7b\u578b\u7684\u6570\u636e\uff0c\u53ef\u4ee5\u68c0\u6d4b\u51fa\u635f\u574f\u7684\u4f20\u611f\u5668\u3001\u653e\u7535\u7684\u4f20\u611f\u5668\u6216\u4e22\u5931\u6570\u636e\u7684\u4f20\u611f\u5668\u3002\u540c\u65f6\uff0c\u901a\u77e5\u4e13\u5bb6\u89e3\u51b3\u95ee\u9898\u7684\u8b66\u62a5\u4e5f\u662f\u5f88\u6709\u5e2e\u52a9\u7684\u3002\u901a\u8fc7\u8fd9\u4e9b\u5206\u6790\uff0c\u8fd8\u53ef\u4ee5\u4f30\u8ba1\u5904\u7406\u8fd9\u4e9b\u6570\u636e\u6240\u771f\u6b63\u9700\u8981\u7684\u57fa\u7840\u8bbe\u65bd\uff08\u5bf9\u4e8e\u62e5\u6709\u6570\u5343\u4e2a\u4f20\u611f\u5668\u7684\u5927\u578b\u7cfb\u7edf\u6765\u8bf4\u5c24\u4e3a\u91cd\u8981\uff09\u3002<\/p>\n<p>\u53ea\u8981\u6709\u9002\u5f53\u7684\u60c5\u666f\u903b\u8f91\uff0c\u5c31\u53ef\u4ee5\u5e2e\u52a9\u76d1\u63a7\u60c5\u666f\u4e2d\u7684\u91cd\u8981\u4e8b\u9879\u3002\u4f8b\u5982\uff0c\u5982\u679c\u901a\u8fc7\u667a\u80fd\u5bb6\u5c45\u76d1\u63a7\u6570\u636e\uff0c\u90a3\u4e48\u8fd9\u4e9b\u6570\u636e\u8ba1\u7b97\u53ea\u5728\u60a8\u5728\u5bb6\u7684\u65f6\u5019\u624d\u662f\u5408\u7406\u7684\uff08\u5982\u679c\u6ca1\u6709\u4eba\u5728\u5bb6\uff0c\u5c31\u6ca1\u6709\u5fc5\u8981\u51b7\u5374\u7a7a\u6c14\u6216\u52a0\u70ed\u5230\u9002\u5f53\u7684\u6e29\u5ea6\uff09\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u5373\u4f7f\u5728\u591c\u95f4\u7b49\u6e29\u5ea6\u8f83\u4f4e\u7684\u65f6\u5019\uff0c\u964d\u4f4e\u5bb6\u5ead\u6e29\u5ea6\u4e5f\u662f\u6709\u610f\u4e49\u7684\u3002\u8fd9\u6837\u8ba1\u7b97\u7279\u5b9a\u65f6\u95f4\u6bb5\u7684\u6570\u503c\u4e5f\u662f\u6709\u610f\u4e49\u7684\u3002<\/p>\n<p>\u5728\u67d0\u4e9b\u5ea6\u91cf\u503c\u4e0a\u521b\u5efa\u8b66\u62a5\u4e5f\u662f\u6709\u610f\u4e49\u7684\u3002\u4f8b\u5982\uff0c\u9002\u5b9c\u6e7f\u5ea6\u7684\u6700\u5c0f\u503c\u4e3a40\uff05\uff0c\u6700\u5927\u503c\u7ea6\u4e3a70\uff05\u3002\u5982\u679c\u6d4b\u91cf\u5230\u8d85\u8fc770\uff05\u7684\u6e7f\u5ea6\u503c\uff0c\u5219\u9700\u8981\u5728\u4eea\u8868\u677f\u4e0a\u8fdb\u884c\u901a\u77e5\u3002<\/p>\n<p>\u8981\u6784\u5efa\u6700\u9002\u5408\u7684\u4eea\u8868\u76d8\uff0c\u60a8\u9700\u8981\u786e\u5b9a\u8981\u76d1\u89c6\u7684\u8bbe\u5907\u6570\u91cf\u548c\u63d0\u53d6\u7684\u6570\u636e\u3002\u5728\u667a\u80fd\u5bb6\u5c45\u7684\u4f8b\u5b50\u4e2d\uff0c\u62e5\u6709\u6e29\u5ea6\u548c\u6e7f\u5ea6\u7684\u5386\u53f2\u8bb0\u5f55\u5e76\u4e0d\u662f\u975e\u5e38\u91cd\u8981\u3002<\/p>\n<p>\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u4e3b\u8981\u5173\u6ce8\u5f53\u524d\u7684\u6e29\u5ea6\uff0c\u6216\u8005\u81f3\u5c11\u662f\u5f53\u5929\u7684\u5f53\u524d\u6e29\u5ea6\u3002\u5728\u53e6\u4e00\u79cd\u60c5\u51b5\u4e0b\uff0c\u519c\u4e1a\u90e8\u95e8\u7684\u7269\u8054\u7f51\u53ef\u80fd\u9700\u8981\u4e00\u4e2a\u5386\u53f2\u8d8b\u52bf\u4eea\u8868\u677f\u3002<\/p>\n<p>\u76d1\u89c6\u6307\u6807<\/p>\n<p>\u6211\u5011\u5c07\u4ee5\u4ee5\u4e0b\u6307\u6a19\u4f5c\u70ba\u4f8b\u5b50\u9032\u884c\u76e3\u63a7\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">humidity_gauge_percent<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">pressure_gauge_pa<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">temperature_gauge_c<\/ul>\n<p>\u901a\u5e38\u60c5\u51b5\u4e0b\uff0c\u5efa\u8bae\u5728\u6307\u6807\u540d\u79f0\u4e2d\u5305\u542b\u6307\u6807\u7684\u5355\u4f4d\u3002\u8fd9\u4e00\u5b9e\u8df5\u5df2\u5728\u4e0a\u8ff0\u6307\u6807\u540d\u79f0\u4e2d\u4f53\u73b0\u3002\u6709\u5173\u8be6\u7ec6\u4fe1\u606f\uff0c\u8bf7\u53c2\u9605Prometheus\u5173\u4e8e\u6307\u6807\u547d\u540d\u7684\u6587\u6863\u3002<\/p>\n<p>\u9700\u8981\u5c06\u8fd9\u4e9b\u6307\u6807\u5bfc\u5165Prometheus\uff0c\u9700\u8981\u914d\u7f6ePrometheus\u4ee5\u83b7\u53d6\u5728\u56fe\u8868\u4e2d\u53ef\u89c6\u5316\u7684API\u7aef\u70b9\u3002\u5173\u4e8e\u5982\u4f55\u505a\u5230\u8fd9\u4e00\u70b9\u7684\u4e00\u79cd\u65b9\u6cd5\uff0c\u8bf7\u53c2\u9605\u6b64\u6559\u7a0b\u3002<\/p>\n<p>\u6240\u6709\u6570\u636e\u7684\u67e5\u8be2\u548c\u64cd\u4f5c\u90fd\u4f7f\u7528PromQL\u3002\u5728\u8fd9\u91cc\u6211\u4eec\u5c06\u89e3\u91ca\u4e00\u4e9b\u57fa\u672c\u6982\u5ff5\uff0c\u4f46\u5f3a\u70c8\u5efa\u8bae\u9605\u8bfb\u672c\u6587\u7ae0\u4ee5\u66f4\u597d\u5730\u7406\u89e3PromQL\u3002<\/p>\n<p>\u90a3\u4e48\uff0c\u8ba9\u6211\u4eec\u4ece\u521b\u5efa\u4eea\u8868\u677f\u5f00\u59cb\u5427\u3002<\/p>\n<p>\u6784\u5efa\u7269\u8054\u7f51\uff08IoT\uff09\u4eea\u8868\u677f<br \/>\n\u8981\u5f00\u59cb\u521b\u5efa\u4eea\u8868\u677f\uff0c\u8bf7\u70b9\u51fb\u9996\u9875\u5de6\u4fa7\u7684\u52a0\u53f7\u56fe\u6807\uff0c\u7136\u540e\u6dfb\u52a0\u65b0\u7684\u4eea\u8868\u677f\u3002\u63a5\u4e0b\u6765\uff0c\u6dfb\u52a0\u4e00\u4e2a\u65b0\u7684\u9762\u677f\uff0c\u5e76\u6dfb\u52a0\u67e5\u8be2\u3002\u60a8\u53ef\u4ee5\u5728\u4e0b\u65b9\u7684\u56fe\u50cf\u4e2d\u770b\u5230\u65b0\u4eea\u8868\u677f\u7684\u8d77\u59cb\u4f4d\u7f6e\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d52a037434c4406ccd593\/30-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u8bf7\u9605\u8bfb\u5b8c\u6574\u7684\u6559\u7a0b\uff0c\u4e86\u89e3\u5982\u4f55\u4ece\u5934\u5f00\u59cb\u521b\u5efaGrafana\u4eea\u8868\u677f\u7684\u8be6\u7ec6\u65b9\u6cd5\u3002<\/p>\n<p>\u5728IoT\u4eea\u8868\u677f\u67e5\u8be2\u4e2d\uff0c\u4f7f\u7528\u4e0a\u8ff0\u6307\u6807\u540d\u79f0\u6765\u6267\u884c\u5bf9Prometheus\u6570\u636e\u5e93\u7684\u67e5\u8be2\u3002<\/p>\n<p>\u901a\u8fc7\u4ec5\u67e5\u8be2\u5ea6\u91cf\u540d\u79f0\uff0c\u5f00\u59cb\u521b\u5efa\u201chumidity_gauge_percent\u201d\u7684\u67e5\u8be2\u3002\u6839\u636e\u6761\u4ef6\u548c\u4f20\u611f\u5668\u7684\u4e0d\u540c\uff0c\u4ec5\u6267\u884c\u201chumidity_gauge_percent\u201d\u7684\u57fa\u672cPromQL\u67e5\u8be2\u53ef\u80fd\u4f1a\u5bfc\u81f4\u6570\u636e\u4e2d\u5305\u542b\u566a\u97f3\uff0c\u5e76\u53ef\u80fd\u5f97\u5230\u4ee5\u4e0b\u7ed3\u679c\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d52a037434c4406ccd593\/34-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u5982\u679c\u60f3\u8981\u53bb\u9664\u566a\u97f3\uff0c\u60a8\u53ef\u4ee5\u5728\u67e5\u8be2\u6307\u6807\u65f6\u5e94\u7528\u4ee5\u4e0b\u7684PromQL\u51fd\u6570\u3002\u53ea\u9700\u5c06\u4ee5\u4e0b\u67e5\u8be2\u5199\u5165\u67e5\u8be2\u8868\u8fbe\u5f0f\u5b57\u6bb5\u5373\u53ef\u3002<\/p>\n<pre class=\"post-pre\"><code>avg_over_time(humidity_gauge_percent[5m])\r\n<\/code><\/pre>\n<p>\u8fd9\u4e2aPromQL\u8868\u8fbe\u5f0f\u4f1a\u901a\u8fc7\u4e24\u79cd\u65b9\u6cd5\u5c06\u67e5\u8be2\u8fdb\u884c\u8f6c\u6362\u3002<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u7b2c\u4e00\u4e2a\u9009\u9879\u662f\u5c06\u6570\u636e\u5411\u91cf\u5206\u5272\u4e3a\u8303\u56f4\u5411\u91cf\u3002 \u5728\u6bcf\u4e2a\u65f6\u95f4\u70b9\u4e0a\uff0c\u8303\u56f4\u5411\u91cf\u5c06\u4fdd\u6301\u4e00\u4e2a\u503c\u6570\u7ec4\uff0c\u8be5\u6570\u7ec4\u7684\u957f\u5ea6\u4e3a5m\u3002 \uff08\u6b63\u5982\u60a8\u53ef\u80fd\u5df2\u7ecf\u77e5\u9053\u7684\u90a3\u6837\uff0c\u7531\u4e8e\u8fd9\u4e0d\u662f\u5e26\u6709\u65f6\u95f4\u6807\u8bb0\u7684\u65f6\u95f4\u5e8f\u5217\uff0c\u56e0\u6b64\u65e0\u6cd5\u53ea\u663e\u793a\u6e7f\u5ea6\u4eea\u8868\u767e\u5206\u6bd4[5m]\u7684\u503c\u3002\u503c\u662f\u5206\u7ec4\u7684\u5b50\u5e8f\u5217\u3002\uff09<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u7136\u540e\uff0c\u8ba1\u7b97\u968f\u65f6\u95f4\u53d8\u5316\u7684\u5e73\u5747\u503c\u3002<\/ol>\n<p>\u7ed3\u679c\u5c06\u5982\u4e0b\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d52a037434c4406ccd593\/40-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u5982\u679c\u4e0d\u6307\u5b9a\u67e5\u8be2\u56fe\u4f8b\uff0c\u5219\u4f1a\u663e\u793a\u5982\u4e0b\u6240\u793a\u7684\u81ea\u52a8\u751f\u6210\u56fe\u4f8b\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d52a037434c4406ccd593\/42-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u53ef\u4ee5\u901a\u8fc7\u76f4\u63a5\u5728Prometheus\u4e2d\u6267\u884c\u67e5\u8be2\u6765\u627e\u5230\u5b8c\u5168\u76f8\u540c\u7684\u4fe1\u606f\u3002\u8f6c\u5230Prometheus\u7684\u67e5\u8be2\u6d4f\u89c8\u5668\uff0c\u5e76\u8f6c\u5230\u201c\u6807\u7b7e\u201d\u5217\u7684\u201cPrometheus\u72b6\u6001\u201d&gt;\u201c\u76ee\u6807\u201d\u9875\u9762\uff0c\u5373\u53ef\u663e\u793a\u76f8\u540c\u7684\u6307\u6807\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d52a037434c4406ccd593\/44-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u7531\u4e8e\u663e\u793a\u4e0e\u8be5\u5ea6\u91cf\u6807\u51c6\u76f8\u5173\u8054\u7684\u6807\u7b7e\uff0c\u8fd9\u662f\u503c\u5f97\u5173\u6ce8\u7684\u3002<\/p>\n<p>\u4f7f\u7528PromQL\u67e5\u8be2\u8fdb\u884c\u51fd\u6570\u7684\u8fc7\u6ee4\u3001\u805a\u5408\u548c\u4f7f\u7528\u3002<\/p>\n<p>###\u67e5\u8be2\u7b5b\u9009<br \/>\n\u60a8\u53ef\u4ee5\u901a\u8fc7\u6807\u7b7e\u5bf9\u6307\u6807\u8fdb\u884c\u7b5b\u9009\uff0c\u4f8b\u5982\u663e\u793a\u5728\u524d\u4e00\u90e8\u5206\u6700\u540e\u7684\u56fe\u50cf\u4e2d\u7684\u5185\u5bb9\u3002\u8981\u67e5\u8be2\u7279\u5b9a\u5b9e\u4f8b\uff0c\u53ea\u9700\u8981\u5728\u6307\u6807\u540d\u79f0\u540e\u9762\u52a0\u4e0a\u62ec\u53f7\uff0c\u5728\u7b49\u53f7\u5904\u6307\u5b9a\u8981\u641c\u7d22\u7684\u952e\u503c\u5bf9\u3002 \u4f8b\u5982\uff1a<\/p>\n<pre class=\"post-pre\"><code>humidity_gauge_percent{instance=\"localhost:8000\"}\r\n<\/code><\/pre>\n<p>\u8bf7\u6ce8\u610f\uff0c\u53ef\u4ee5\u4f7f\u7528\u53d8\u91cf\u6765\u786e\u5b9a\u8981\u5728\u5f53\u524d\u65f6\u95f4\u53ef\u89c6\u5316\u7684\u5b9e\u4f8b\u3002\u6709\u5173\u8be6\u7ec6\u4fe1\u606f\uff0c\u8bf7\u53c2\u9605\u6587\u6863\u3002\u53d8\u91cf\u53ef\u4ee5\u6839\u636e\u9700\u8981\u8fdb\u884c\u81ea\u5b9a\u4e49\u6216\u9884\u5148\u5b9a\u4e49\u3002\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u53ef\u7528\u4e8e\u521b\u5efa\u6309\u623f\u95f4\u6216\u533a\u57df\u6c47\u603b\u7684\u4eea\u8868\u677f\u3002\u4f46\u662f\uff0c\u5728\u6b64\u793a\u4f8b\u4e2d\uff0c\u7531\u4e8e\u6bcf\u4e2a\u4f20\u611f\u5668\u53ea\u6709\u4e00\u4e2a\u5b9e\u4f8b\uff0c\u6240\u4ee5\u6b64\u5e94\u7528\u7a0b\u5e8f\u76ee\u524d\u4e0d\u4f7f\u7528\u3002<\/p>\n<p>\u6839\u636e\u67e5\u8be2\uff0c\u53ef\u4ee5\u4f7f\u7528\u51fd\u6570\u6765\u5e94\u7528\u7b80\u5355\u7684\u7ebf\u6027\u56de\u5f52\u6a21\u578b\uff0c\u4ee5\u9884\u6d4b\u672a\u6765\u7684\u4ef7\u503c\u3002<\/p>\n<pre class=\"post-pre\"><code>predict_linear\uff08humidity_gauge_percent [10m]\u3001300\uff09\r\n<\/code><\/pre>\n<p>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u6211\u4eec\u5728\u672a\u6765\u7684300\u79d2\u5185\u4ee510\u5206\u949f\u7684\u8303\u56f4\u8fdb\u884c\u9884\u6d4b\u3002predict_linear\u51fd\u6570\u53ea\u80fd\u5728\u4eea\u8868\u76d8\u4e2d\u4f7f\u7528\u3002\u8bf7\u786e\u4fdd\u4eea\u8868\u76d8\u4ee5now +\uff08\u9884\u6d4b\u95f4\u9694\uff09\u7684\u4e0a\u9650\u8fd0\u884c\uff0c\u5426\u5219\u9884\u6d4b\u5c06\u4e22\u5931\u3002\u6b64\u5916\uff0c\u8fd8\u9700\u8981\u6ce8\u610f\u8fb9\u754c\u662f\u5b89\u88c5\u5728\u6574\u4e2a\u4eea\u8868\u76d8\u800c\u4e0d\u662f\u6bcf\u4e2a\u9762\u677f\u3002<\/p>\n<p>\u53e6\u4e00\u4e2a\u51fa\u8272\u7684\u529f\u80fd\u662f\u4fee\u6539\u529f\u80fd\u3002<\/p>\n<pre class=\"post-pre\"><code>changes(humidity_gauge_percent[1m])\r\n<\/code><\/pre>\n<p>\u8fd9\u4e2a\u51fd\u6570\u4f1a\u5c55\u793a\u5728\u6307\u5b9a\u7684\u65f6\u95f4\u8303\u56f4\u5185\uff08\u8fd9\u79cd\u60c5\u51b5\u4e0b\u662f1\u5206\u949f\uff09\u7684\u53d8\u5316\u6570\u3002\u4f60\u53ef\u4ee5\u4ece\u4e2d\u5f97\u5230\u4ec0\u4e48\uff1f\u5982\u679c\u6570\u636e\u5728\u8f83\u957f\u65f6\u95f4\u5185\u6ca1\u6709\u53d8\u5316\uff0c\u90a3\u53ef\u80fd\u5c31\u610f\u5473\u7740\u6709\u95ee\u9898\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u5efa\u8bae\u6536\u96c6\u4e0e\u7f51\u7edc\u4fe1\u606f\u76f8\u5173\u7684\u4e00\u4e9b\u5ea6\u91cf\u6307\u6807\uff0c\u5982\u7535\u529b\u91cf\u611f\u5e94\u5668\u7684\u72b6\u6001\u4fe1\u606f\u7b49\u3002\u8fd9\u4e9b\u6307\u6807\u6709\u52a9\u4e8e\u68c0\u6d4b\u4f4d\u4e8e\u5371\u9669\u533a\u57df\u7684\u611f\u5e94\u5668\u662f\u5426\u635f\u574f\u3002<\/p>\n<p>###\u67e5\u8be2\u805a\u5408<br \/>\n\u5728\u8bb8\u591a\u60c5\u51b5\u4e0b\uff0c\u9700\u8981\u6bcf\u4e2a\u5b9e\u4f8b\u7684\u6570\u636e\u548c\u805a\u5408\u6570\u636e\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9bPromQL\u7684\u805a\u5408\u64cd\u4f5c\u7b26\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">sum &#8211; calculate sum over dimensions<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">min &#8211; select minimum over dimensions<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">max &#8211; select maximum over dimensions<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">avg &#8211; calculate the average over dimensions<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">stddev &#8211; calculate population standard deviation over dimensions<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">stdvar &#8211; calculate population standard variance over dimensions<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">count &#8211; count number of elements in the vector<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">count_values &#8211; count number of elements with the same value<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">bottomk &#8211; smallest k elements by sample value<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">topk &#8211; largest k elements by sample value<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">quantile &#8211; calculate \u03c6-quantile (0 \u2264 \u03c6 \u2264 1) over dimensions<\/ul>\n<p>\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u5982\u679c\u4f7f\u7528bottomk\uff0c\u53ef\u4ee5\u4ece\u623f\u5b50\u91cc\u6700\u51b7\u7684\u623f\u95f4\u4e2d\u9009\u62e9\u4e00\u4e2a\u5e8f\u5217\uff08\u5982\u679c\u6709\u591a\u4e2a\u6e29\u5ea6\u8ba1\u4f20\u611f\u5668\uff09\u3002\u8bed\u6cd5\u5728\u5b98\u65b9\u6587\u4ef6\u4e2d\u6709\u4ecb\u7ecd\uff0c\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b\uff1a<\/p>\n<pre class=\"post-pre\"><code>bottomk (2, temperature_gauge_c) \r\n<\/code><\/pre>\n<p>\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u4f1a\u8fd4\u56de\u4e24\u4e2a\u6700\u4f4e\u6e29\u5ea6\u7684\u7cfb\u5217\u3002\u60a8\u4e5f\u53ef\u4ee5\u4f7f\u7528\u5305\u542b\u5173\u952e\u5b57\u300cwithout\u300d\u6216\u300cby\u300d\u7684\u6807\u7b7e\u5bf9\u805a\u5408\u8fdb\u884c\u5206\u7ec4\u3002<\/p>\n<p>\u6ce8\u610f\uff1a\u805a\u5408\u8fd0\u7b97\u7b26\u4e0e\u4e4b\u524d\u63d0\u5230\u7684\u67e5\u8be2\u51fd\u6570\u4e0d\u540c\u3002\u8fd9\u4e9b\u8fd0\u7b97\u7b26\u6309\u7ef4\u5ea6\uff08\u4e5f\u5c31\u662f\u6807\u7b7e\uff09\u5bf9\u6570\u636e\u8fdb\u884c\u805a\u5408\u3002\u800c\u67e5\u8be2\u529f\u80fd\u5219\u5728\u65f6\u95f4\u8303\u56f4\u5185\uff08\u4f8b\u5982\u6bcf5\u5206\u949f\uff09\u64cd\u4f5c\u6570\u636e\u3002<\/p>\n<p>###\u9608\u503c\u8bbe\u5b9a<br \/>\n\u4e0b\u4e00\u6b65\u662f\u8bbe\u7f6e\u56fe\u8868\u7684\u9608\u503c\u3002\u79fb\u81f3[\u53ef\u89c6\u5316]\u9009\u9879\u5361\uff0c\u5e76\u8fdb\u884c\u4ee5\u4e0b\u914d\u7f6e\u3002<\/p>\n<p>\u5982\u679c\u8bbe\u7f6e\u4e86\u9608\u503c\uff0c\u5f53\u503c\u8d85\u8fc7\u7279\u5b9a\u9650\u5236\u65f6\uff0c\u4eea\u8868\u7684\u989c\u8272\u4f1a\u6539\u53d8\u3002\u6700\u597d\u8bbe\u7f6e\u8b66\u62a5\u89c4\u5219\u4ee5\u5c3d\u5feb\u505a\u51fa\u53cd\u5e94\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u67e5\u8be2\u6765\u68c0\u6d4b\u5b9e\u4f8b\u662f\u5426\u6b63\u5e38\u8fd0\u884c\u3002<\/p>\n<pre class=\"post-pre\"><code>up {job = \"&lt;job-name&gt;\"\u3001instance = \"&lt;instance-id&gt;\"}\r\n\r\n<\/code><\/pre>\n<p>\u4f7f\u7528\u6b64\u67e5\u8be2\u6765\u786e\u8ba4\u5b9e\u4f8b\u662f\u5426\u6b63\u5e38\uff0c\u5373\u662f\u5426\u53ef\u8fbe\uff0c\u6216\u8005\u5982\u679c\u7f51\u9875\u6293\u53d6\u5931\u8d25\uff0c\u5219\u786e\u8ba4\u662f\u5426\u4e3a0\u3002<\/p>\n<p>###\u5408\u9002\u7684\u53ef\u89c6\u5316\u7c7b\u578b<\/p>\n<p>\u8bf7\u8bb0\u5f97\u4f7f\u7528\u9002\u5408\u6570\u636e\u548c\u9700\u6c42\u7684\u53ef\u89c6\u5316\u7c7b\u578b\u3002\u4f8b\u5982\uff0c\u56fe\u8868\u9002\u5408\u663e\u793a\u591a\u4e2a\u503c\u3001\u68c0\u6d4b\u8d8b\u52bf\u548c\u8fdb\u884c\u6bd4\u8f83\u3002\u4eea\u8868\u76d8\u9002\u5408\u663e\u793a\u4e00\u4e9b\u6c47\u603b\u6570\u636e\u548c\u5f53\u524d\u503c\uff0c\u5e76\u6700\u4f73\u5730\u53ef\u89c6\u5316\u5f53\u524d\u503c\u4e0e\u9608\u503c\u7684\u5173\u7cfb\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d52a037434c4406ccd593\/70-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u603b\u7ed3<br \/>\n\u4f20\u611f\u5668\u4f1a\u4ea7\u751f\u5927\u91cf\u6709\u7528\u7684\u4fe1\u606f\uff0c\u5904\u7406\u8fd9\u4e9b\u4fe1\u606f\u9700\u8981\u4e00\u4e2a\u4eea\u8868\u76d8\u3002\u7531\u4e8e\u5728\u7269\u8054\u7f51\u89c4\u8303\u4e2d\uff0c\u6709\u4e9b\u8bbe\u5907\u4f1a\u6709\u591a\u4e2a\u5b9e\u4f8b\uff0c\u56e0\u6b64\u6211\u4eec\u9700\u8981\u9488\u5bf9\u6bcf\u4e2a\u7ec4\u548c\u5b9e\u4f8b\u8fdb\u884c\u5355\u72ec\u76d1\u89c6\uff0c\u4ee5\u4fbf\u5c3d\u53ef\u80fd\u5730\u83b7\u53d6\u591a\u4e2a\u53d8\u91cf\uff0c\u4ece\u800c\u5e94\u7528\u7279\u5b9a\u7684\u53d8\u91cf\u3002<\/p>\n<p>\u7531\u4e8e\u4f20\u611f\u5668\u5bb9\u6613\u635f\u574f\uff0c\u56e0\u6b64\u9664\u4e86\u76d1\u89c6\u73af\u5883\u6307\u6807\u5916\uff0c\u8fd8\u9700\u8981\u4ed4\u7ec6\u76d1\u63a7\u4f20\u611f\u5668\u672c\u8eab\u3002\u91cd\u8981\u7684\u662f\u4e0d\u4ec5\u8981\u68c0\u6d4b\u95ee\u9898\uff0c\u8fd8\u8981\u5c3d\u5feb\u91c7\u53d6\u63aa\u65bd\u3002\u56e0\u6b64\uff0c\u9700\u8981\u8bbe\u7f6e\u8b66\u62a5\u7cfb\u7edf\uff0c\u4ee5\u59cb\u7ec8\u63a5\u6536\u7cfb\u7edf\u72b6\u6001\u7684\u901a\u77e5\u3002<\/p>\n<p>\u5c31\u50cf\u60a8\u6240\u89c1\uff0c\u7cfb\u7edf\u8bbe\u7f6e\u9700\u8981\u4e00\u5b9a\u7684\u5de5\u4f5c\u91cf\u3002\u4e3a\u4e86\u7f29\u77ed\u914d\u7f6e\u65f6\u95f4\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528MetricFire\u7684\u514d\u8d39\u8bd5\u7528\u7248\u6765\u8fd0\u884cPrometheus\u548cGrafana\u3002\u9884\u7ea6\u6f14\u793a\uff0c\u76f4\u63a5\u8054\u7cfb\u6211\u4eec\uff0c\u4e86\u89e3\u5982\u4f55\u6700\u4f73\u8bbe\u7f6eIoT\u4eea\u8868\u677f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9996\u5148\uff0c \u7269\u8054\u7f51\uff08Internet of Things\uff0cIoT\uff09\u662f\u6307\u8fde\u63a5\u5230\u4e00\u4e2a\u7f51\u7edc\u4e2d\u7684\u591a\u4e2a\u7269\u7406\u8bbe\u5907\uff0c\u4f7f\u7cfb\u7edf\u80fd\u591f\u4e0e [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-43546","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>\u3010\u7269\u8054\u7f51\u76d1\u63a7\u3011\u5c1d\u8bd5\u4f7f\u7528Grafana\u548cPrometheus\u8fdb\u884c\u5b89\u88c5\u8bbe\u5b9a - 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\/zh\/blog\/\u3010\u7269\u8054\u7f51\u76d1\u63a7\u3011\u5c1d\u8bd5\u4f7f\u7528grafana\u548cprometheus\u8fdb\u884c\u5b89\u88c5\u8bbe\u5b9a\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u3010\u7269\u8054\u7f51\u76d1\u63a7\u3011\u5c1d\u8bd5\u4f7f\u7528Grafana\u548cPrometheus\u8fdb\u884c\u5b89\u88c5\u8bbe\u5b9a\" \/>\n<meta property=\"og:description\" content=\"\u9996\u5148\uff0c \u7269\u8054\u7f51\uff08Internet of Things\uff0cIoT\uff09\u662f\u6307\u8fde\u63a5\u5230\u4e00\u4e2a\u7f51\u7edc\u4e2d\u7684\u591a\u4e2a\u7269\u7406\u8bbe\u5907\uff0c\u4f7f\u7cfb\u7edf\u80fd\u591f\u4e0e [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u3010\u7269\u8054\u7f51\u76d1\u63a7\u3011\u5c1d\u8bd5\u4f7f\u7528grafana\u548cprometheus\u8fdb\u884c\u5b89\u88c5\u8bbe\u5b9a\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2024-02-02T15:18:13+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T03:05:20+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d52a037434c4406ccd593\/12-0.png\" \/>\n<meta name=\"author\" content=\"\u6e05, \u5b87\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u6e05, \u5b87\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e7%89%a9%e8%81%94%e7%bd%91%e7%9b%91%e6%8e%a7%e3%80%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8grafana%e5%92%8cprometheus%e8%bf%9b%e8%a1%8c%e5%ae%89%e8%a3%85%e8%ae%be%e5%ae%9a\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e7%89%a9%e8%81%94%e7%bd%91%e7%9b%91%e6%8e%a7%e3%80%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8grafana%e5%92%8cprometheus%e8%bf%9b%e8%a1%8c%e5%ae%89%e8%a3%85%e8%ae%be%e5%ae%9a\/\",\"name\":\"\u3010\u7269\u8054\u7f51\u76d1\u63a7\u3011\u5c1d\u8bd5\u4f7f\u7528Grafana\u548cPrometheus\u8fdb\u884c\u5b89\u88c5\u8bbe\u5b9a - Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2024-02-02T15:18:13+00:00\",\"dateModified\":\"2024-04-29T03:05:20+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/1a6ecd3d914d22a5ac32791ffc1fbd8e\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e7%89%a9%e8%81%94%e7%bd%91%e7%9b%91%e6%8e%a7%e3%80%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8grafana%e5%92%8cprometheus%e8%bf%9b%e8%a1%8c%e5%ae%89%e8%a3%85%e8%ae%be%e5%ae%9a\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e7%89%a9%e8%81%94%e7%bd%91%e7%9b%91%e6%8e%a7%e3%80%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8grafana%e5%92%8cprometheus%e8%bf%9b%e8%a1%8c%e5%ae%89%e8%a3%85%e8%ae%be%e5%ae%9a\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e7%89%a9%e8%81%94%e7%bd%91%e7%9b%91%e6%8e%a7%e3%80%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8grafana%e5%92%8cprometheus%e8%bf%9b%e8%a1%8c%e5%ae%89%e8%a3%85%e8%ae%be%e5%ae%9a\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.silicloud.com\/zh\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u3010\u7269\u8054\u7f51\u76d1\u63a7\u3011\u5c1d\u8bd5\u4f7f\u7528Grafana\u548cPrometheus\u8fdb\u884c\u5b89\u88c5\u8bbe\u5b9a\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/\",\"name\":\"Blog - Silicon Cloud\",\"description\":\"\",\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/1a6ecd3d914d22a5ac32791ffc1fbd8e\",\"name\":\"\u6e05, \u5b87\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/4b2016c18459a605fc469c7566608f5686491baa112d0871ee613f61b7210565?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/4b2016c18459a605fc469c7566608f5686491baa112d0871ee613f61b7210565?s=96&d=mm&r=g\",\"caption\":\"\u6e05, \u5b87\"},\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/author\/qingyu\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e7%89%a9%e8%81%94%e7%bd%91%e7%9b%91%e6%8e%a7%e3%80%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8grafana%e5%92%8cprometheus%e8%bf%9b%e8%a1%8c%e5%ae%89%e8%a3%85%e8%ae%be%e5%ae%9a\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u3010\u7269\u8054\u7f51\u76d1\u63a7\u3011\u5c1d\u8bd5\u4f7f\u7528Grafana\u548cPrometheus\u8fdb\u884c\u5b89\u88c5\u8bbe\u5b9a - 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\/zh\/blog\/\u3010\u7269\u8054\u7f51\u76d1\u63a7\u3011\u5c1d\u8bd5\u4f7f\u7528grafana\u548cprometheus\u8fdb\u884c\u5b89\u88c5\u8bbe\u5b9a\/","og_locale":"zh_CN","og_type":"article","og_title":"\u3010\u7269\u8054\u7f51\u76d1\u63a7\u3011\u5c1d\u8bd5\u4f7f\u7528Grafana\u548cPrometheus\u8fdb\u884c\u5b89\u88c5\u8bbe\u5b9a","og_description":"\u9996\u5148\uff0c \u7269\u8054\u7f51\uff08Internet of Things\uff0cIoT\uff09\u662f\u6307\u8fde\u63a5\u5230\u4e00\u4e2a\u7f51\u7edc\u4e2d\u7684\u591a\u4e2a\u7269\u7406\u8bbe\u5907\uff0c\u4f7f\u7cfb\u7edf\u80fd\u591f\u4e0e [&hellip;]","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/\u3010\u7269\u8054\u7f51\u76d1\u63a7\u3011\u5c1d\u8bd5\u4f7f\u7528grafana\u548cprometheus\u8fdb\u884c\u5b89\u88c5\u8bbe\u5b9a\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2024-02-02T15:18:13+00:00","article_modified_time":"2024-04-29T03:05:20+00:00","og_image":[{"url":"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d52a037434c4406ccd593\/12-0.png"}],"author":"\u6e05, \u5b87","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u6e05, \u5b87","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e7%89%a9%e8%81%94%e7%bd%91%e7%9b%91%e6%8e%a7%e3%80%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8grafana%e5%92%8cprometheus%e8%bf%9b%e8%a1%8c%e5%ae%89%e8%a3%85%e8%ae%be%e5%ae%9a\/","url":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e7%89%a9%e8%81%94%e7%bd%91%e7%9b%91%e6%8e%a7%e3%80%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8grafana%e5%92%8cprometheus%e8%bf%9b%e8%a1%8c%e5%ae%89%e8%a3%85%e8%ae%be%e5%ae%9a\/","name":"\u3010\u7269\u8054\u7f51\u76d1\u63a7\u3011\u5c1d\u8bd5\u4f7f\u7528Grafana\u548cPrometheus\u8fdb\u884c\u5b89\u88c5\u8bbe\u5b9a - Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website"},"datePublished":"2024-02-02T15:18:13+00:00","dateModified":"2024-04-29T03:05:20+00:00","author":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/1a6ecd3d914d22a5ac32791ffc1fbd8e"},"breadcrumb":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e7%89%a9%e8%81%94%e7%bd%91%e7%9b%91%e6%8e%a7%e3%80%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8grafana%e5%92%8cprometheus%e8%bf%9b%e8%a1%8c%e5%ae%89%e8%a3%85%e8%ae%be%e5%ae%9a\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e7%89%a9%e8%81%94%e7%bd%91%e7%9b%91%e6%8e%a7%e3%80%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8grafana%e5%92%8cprometheus%e8%bf%9b%e8%a1%8c%e5%ae%89%e8%a3%85%e8%ae%be%e5%ae%9a\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e7%89%a9%e8%81%94%e7%bd%91%e7%9b%91%e6%8e%a7%e3%80%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8grafana%e5%92%8cprometheus%e8%bf%9b%e8%a1%8c%e5%ae%89%e8%a3%85%e8%ae%be%e5%ae%9a\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.silicloud.com\/zh\/blog\/"},{"@type":"ListItem","position":2,"name":"\u3010\u7269\u8054\u7f51\u76d1\u63a7\u3011\u5c1d\u8bd5\u4f7f\u7528Grafana\u548cPrometheus\u8fdb\u884c\u5b89\u88c5\u8bbe\u5b9a"}]},{"@type":"WebSite","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website","url":"https:\/\/www.silicloud.com\/zh\/blog\/","name":"Blog - Silicon Cloud","description":"","inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/1a6ecd3d914d22a5ac32791ffc1fbd8e","name":"\u6e05, \u5b87","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/4b2016c18459a605fc469c7566608f5686491baa112d0871ee613f61b7210565?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/4b2016c18459a605fc469c7566608f5686491baa112d0871ee613f61b7210565?s=96&d=mm&r=g","caption":"\u6e05, \u5b87"},"url":"https:\/\/www.silicloud.com\/zh\/blog\/author\/qingyu\/"},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e7%89%a9%e8%81%94%e7%bd%91%e7%9b%91%e6%8e%a7%e3%80%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8grafana%e5%92%8cprometheus%e8%bf%9b%e8%a1%8c%e5%ae%89%e8%a3%85%e8%ae%be%e5%ae%9a\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/43546","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/comments?post=43546"}],"version-history":[{"count":2,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/43546\/revisions"}],"predecessor-version":[{"id":84897,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/43546\/revisions\/84897"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/media?parent=43546"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/categories?post=43546"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/tags?post=43546"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}