{"id":43476,"date":"2023-04-23T00:44:42","date_gmt":"2023-10-20T04:06:19","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8fluentd%e7%94%9f%e6%88%90prometheus%e6%8c%87%e6%a0%87%e4%bb%8e%e6%97%a5%e5%bf%97%e4%b8%ad-1-2\/"},"modified":"2024-04-30T00:49:25","modified_gmt":"2024-04-29T16:49:25","slug":"%e4%bd%bf%e7%94%a8fluentd%e7%94%9f%e6%88%90prometheus%e6%8c%87%e6%a0%87%e4%bb%8e%e6%97%a5%e5%bf%97%e4%b8%ad-1-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8fluentd%e7%94%9f%e6%88%90prometheus%e6%8c%87%e6%a0%87%e4%bb%8e%e6%97%a5%e5%bf%97%e4%b8%ad-1-2\/","title":{"rendered":"\u4f7f\u7528Fluentd\u751f\u6210Prometheus\u6307\u6807\u4ece\u65e5\u5fd7\u4e2d (1\/2)"},"content":{"rendered":"

\u6700\u8fd1\uff0c\u6211\u6709\u673a\u4f1a\u4f7f\u7528Kubernetes\u7684Fluentd DaemonSet\uff0c\u5e76\u53d1\u73b0\u5b83\u5df2\u7ecf\u96c6\u6210\u4e86Prometheus\u63d2\u4ef6\u3002\u8d77\u521d\uff0c\u6211\u53ea\u662f\u7b80\u5355\u5730\u8ba4\u4e3a\u201c\u539f\u6765Fluentd\u81ea\u8eab\u7684\u6307\u6807\u53ef\u4ee5\u5728Prometheus\u4e2d\u67e5\u770b\u201d\uff0c\u4f46\u540e\u6765\u6211\u53d1\u73b0\u4f7f\u7528\u8fd9\u4e2a\u63d2\u4ef6\u53ef\u4ee5\u4ece\u65e5\u5fd7\u4e2d\u751f\u6210\u6307\u6807\u3002<\/p>\n

\u56e0\u6b64\uff0c\u6211\u5011\u4f7f\u7528 Fluentd \u4f86\u5f9e WAS Liberty \u7684\u8a2a\u554f\u65e5\u8a8c\u4e2d\u751f\u6210\u6307\u6a19\u7684\u9a57\u8b49\u3002<\/p>\n

\u751f\u6210\u4ec0\u4e48\u6837\u7684\u5ea6\u91cf\u6307\u6807<\/h2>\n

\u672c\u6b21\u6211\u4eec\u5c06\u6839\u636e\u8bbf\u95ee\u65e5\u5fd7\u751f\u6210\u6307\u6807\uff0c\u9996\u5148\uff0c\u6211\u8003\u8651\u4e86\u54ea\u4e9b\u6307\u6807\u5bf9\u6211\u4eec\u6709\u5e2e\u52a9\u3002\u56e0\u4e3a\u5728\u7cfb\u7edf\u8fd0\u8425\u8fc7\u7a0b\u4e2d\uff0c\u6709\u4e9b\u4fe1\u606f\u6211\u4eec\u5e0c\u671b\u80fd\u591f\u8fc5\u901f\u786e\u8ba4\uff0c\u6240\u4ee5\u6211\u4eec\u51b3\u5b9a\u4ece\u8bbf\u95ee\u65e5\u5fd7\u4e2d\u751f\u6210\u4ee5\u4e0b\u6307\u6807\u3002<\/p>\n

\n
\u30e1\u30c8\u30ea\u30af\u30b9\u4ed8\u52a0\u3059\u308b\u30bf\u30b0\u8aac\u660e\u30a2\u30af\u30bb\u30b9\u6570\u30b9\u30c6\u30fc\u30bf\u30b9\u30fb\u30b3\u30fc\u30c9
\n\u30d1\u30b9\u306e\u4e00\u90e8\u30a2\u30af\u30bb\u30b9\u6570\u304c\u30b9\u30c6\u30fc\u30bf\u30b9\u30fb\u30b3\u30fc\u30c9\u5225\u3084\u30d1\u30b9\u5225\u306b\u96c6\u8a08\u3067\u304d\u308b\u3002\u30ec\u30b9\u30dd\u30f3\u30b9\u30fb\u30b5\u30a4\u30ba\u306e\u5408\u8a08\u30b9\u30c6\u30fc\u30bf\u30b9\u30fb\u30b3\u30fc\u30c9
\n\u30d1\u30b9\u306e\u4e00\u90e8\u30ec\u30b9\u30dd\u30f3\u30b9\u30fb\u30b5\u30a4\u30ba\u304c\u30b9\u30c6\u30fc\u30bf\u30b9\u30fb\u30b3\u30fc\u30c9\u5225\u3084\u30d1\u30b9\u5225\u306b\u96c6\u8a08\u3067\u304d\u308b\u3002
\n\u30a2\u30af\u30bb\u30b9\u6570\u3067\u5272\u308b\u3068\u5e73\u5747\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u30fb\u30b5\u30a4\u30ba\u304c\u5206\u304b\u308b\u3002\u30ec\u30b9\u30dd\u30f3\u30b9\u6642\u9593\u306e\u5408\u8a08\u30b9\u30c6\u30fc\u30bf\u30b9\u30fb\u30b3\u30fc\u30c9
\n\u30d1\u30b9\u306e\u4e00\u90e8\u30ec\u30b9\u30dd\u30f3\u30b9\u30fb\u30b5\u30a4\u30ba\u3068\u540c\u69d8<\/div>\n<\/div>\n

\u83b7\u5f97\u7684\u6307\u6807\u6570\u91cf\u4f9d\u8d56\u4e8e\u6807\u7b7e\u53ef\u80fd\u7684\u53d6\u503c\u6570\u91cf\u3002\u72b6\u6001\u7801\u4e0d\u4f1a\u5f88\u591a\uff0c\u4f46\u8def\u5f84\u7684\u6570\u91cf\u53ef\u80fd\u5f88\u591a\u3002\u4e3a\u4e86\u907f\u514d\u6307\u6807\u6570\u91cf\u8fc7\u5927\uff0c\u5bf9\u6307\u5b9a\u7684\u6807\u7b7e\u9700\u8981\u7279\u522b\u6ce8\u610f\u3002<\/p>\n

\u8bf7\u786e\u8ba4\u8be5\u6307\u6807\u4e0e\u81ea\u7531\u7684\u6307\u6807\u662f\u5426\u6709\u91cd\u53e0\u3002<\/h2>\n

\u7a0d\u5fae\u79bb\u9898\u4e00\u4e0b\uff0c\u867d\u7136\u6ca1\u6709\u592a\u591a\u610f\u4e49\u53bb\u751f\u6210\u5df2\u5b58\u5728\u7684\u6307\u6807\uff0c\u4f46\u4e3a\u4e86\u4fdd\u9669\u8d77\u89c1\uff0c\u6211\u4f1a\u786e\u8ba4\u4e00\u4e0b\u662f\u5426\u4e0e WAS Liberty \u7684\u6307\u6807\u6709\u91cd\u590d\u3002
\nWAS Liberty \u63d0\u4f9b\u4e86\u4ee5\u4e0b\u8fd9\u4e9b\u6307\u6807\u3002<\/p>\n

    \n
  • \n
      \u30e1\u30c8\u30ea\u30af\u30b9\u306e\u7a2e\u985e<\/ul>\n<\/li>\n<\/ul>\n

      Web \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30fb\u30e1\u30c8\u30ea\u30c3\u30af
      \n\u30b9\u30ec\u30c3\u30c9\u30fb\u30d7\u30fc\u30eb\u30fb\u30e1\u30c8\u30ea\u30c3\u30af
      \n\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406\u30e1\u30c8\u30ea\u30c3\u30af
      \n\u63a5\u7d9a\u30d7\u30fc\u30eb\uff1a\u30e1\u30c8\u30ea\u30c3\u30af
      \nJAX-WS \u30e1\u30c8\u30ea\u30c3\u30af<\/p>\n

      \u53c2\u8003<\/p>\n

      Open Liberty: Metrics reference list
      \nWAS Liberty: MicroProfile Metrics 1.1 \u30d9\u30f3\u30c0\u30fc\u30fb\u30e1\u30c8\u30ea\u30c3\u30af<\/p>\n

      \u4f3c\u4e4e\u4e0e\u6211\u4eec\u8ba1\u5212\u5b9e\u65bd\u7684\u5185\u5bb9\u6709\u4e9b\u91cd\u590d\u7684\u662f\u201cWeb\u5e94\u7528\u6307\u6807\u201d\u7684\u90e8\u5206\uff0c\u4f46\u63d0\u4f9b\u7684\u6307\u6807\u662fRequestCount\uff08\u6bcf\u4e2aServlet\u7684\u8bbf\u95ee\u6b21\u6570\uff09\u548cResponseTimeDetails\uff08\u6bcf\u4e2aServlet\u7684\u54cd\u5e94\u65f6\u95f4\u603b\u548c\uff09\uff0c\u6240\u4ee5\u5e94\u8be5\u6ca1\u6709\u91cd\u590d\u3002<\/p>\n

      \u81ea\u7531\u7684\u6e96\u5099\u5df2\u7d93\u6e96\u5099\u5c31\u7dd2\u3002<\/h2>\n

      \u4e3a\u4e86\u4f7fFluentd\u7684\u5b9e\u73b0\u53d8\u5f97\u7b80\u5355\uff0c\u6211\u4eec\u4f7fWAS Liberty\u8f93\u51faApache2 combined\u683c\u5f0f\u7684\u8bbf\u95ee\u65e5\u5fd7\u3002\u5177\u4f53\u5b9a\u4e49\u5982\u4e0b\u3002\u7b2c\u4e8c\u4e2a\u8f93\u51fa\u9879\u672c\u6765\u5e94\u8be5\u662f%l\uff0c\u4f46\u5728\u8fd9\u91cc\u6211\u4eec\u7528”-“\u4ee3\u66ff\u3002<\/p>\n

      <httpEndpoint host=\"*\" httpPort=\"9080\" httpsPort=\"9443\" id=\"defaultHttpEndpoint\">\r\n    <accessLogging enabled=\"true\"\r\n                   filePath=\"\/logs\/http_access.log\"\r\n                   logFormat='%h - %u %t \"%r\" %s %b \"%{Referer}i\" \"%{User-agent}i\"'\/>\r\n<\/httpEndpoint>\r\n<\/code><\/pre>\n
      \u5c06\u201c\/logs\/http_access.log\u201d\u7684\u8bbf\u95ee\u65e5\u5fd7\u8f93\u51fa\u5230Fluentd\u53ef\u4ee5\u8bfb\u53d6\u7684\u5377\u4e2d\u3002<\/p>\n
      \u901a\u8fc7\u8bbf\u95ee\u65e5\u5fd7\u751f\u6210Prometheus\u5ea6\u91cf\u6307\u6807<\/h2>\n
      \u6211\u8981\u8fdb\u5165\u6b63\u9898\u4e4b\u524d\uff0c\u5148\u505a\u4e00\u4e2a\u957f\u7bc7\u7684\u5f00\u573a\u767d\u3002
      \n\u6211\u4f1a\u6309\u90e8\u5c31\u73ed\u5730\u6309\u7167\u5185\u5bb9\u5b9e\u73b0\u6240\u8bf4\u7684\u90e8\u5206\u6765\u9010\u4e00\u5217\u51fa fluent.conf \u7684\u5185\u5bb9\u3002<\/p>\n
      \u6700\u521d\u7684\u914d\u7f6e\u662f Prometheus Plugin \u7684\u57fa\u672c\u8bbe\u7f6e\u3002
      \n\u5b83\u7684\u5185\u5bb9\u76f4\u63a5\u6765\u81ea\u4e8e\u5728 Kubernetes \u4e2d\u4f7f\u7528\u7684 Fluentd DaemonSet\u3002\u53ea\u6709\u8fd9\u4e9b\u5185\u5bb9\uff0c\u53ea\u80fd\u4ece Prometheus \u4e2d\u83b7\u53d6 Fluentd \u672c\u8eab\u7684\u6307\u6807\u3002<\/p>\n
      <source><\/span>\r\n  @type prometheus\r\n  @id in_prometheus\r\n  bind \"0.0.0.0\"\r\n  port 24231\r\n  metrics_path \"\/metrics\"\r\n<\/source><\/span>\r\n\r\n<source><\/span>\r\n  @type prometheus_output_monitor\r\n  @id in_prometheus_output_monitor\r\n<\/source><\/span>\r\n<\/code><\/pre>\n
      \u63a5\u4e0b\u6765\u662f\u5173\u4e8e\u5b9a\u4e49\u8bbf\u95ee\u65e5\u5fd7\u8fdb\u884ctail\u64cd\u4f5c\u548c\u89e3\u6790\u7684\u90e8\u5206\u3002\u5728Fluentd\u4e2d\uff0c\u4f7f\u7528\u5185\u7f6e\u7684apache2\u89e3\u6790\u5668\u6765\u89e3\u6790\u8bbf\u95ee\u65e5\u5fd7\u3002
      \nFluentd\u8fd8\u5047\u8bbe\u8bbf\u95ee\u65e5\u5fd7\u53ef\u4ee5\u901a\u8fc7\/logs\/http_access.log\u8fdb\u884c\u8bbf\u95ee\u914d\u7f6e\u3002<\/p>\n
      <source><\/span>\r\n  @type tail\r\n  follow_inodes\r\n  # read_from_head true\r\n  path     \/logs\/http_access.log\r\n  pos_file \/logs\/http_access.log.pos\r\n  tag *\r\n  <parse><\/span>\r\n    @type apache2\r\n  <\/parse><\/span>\r\n<\/source><\/span>\r\n<\/code><\/pre>\n
      \u6dfb\u52a0\u4ee5\u4e0b\u5b9a\u4e49\u53ef\u4ee5\u68c0\u67e5\u4e2d\u95f4\u72b6\u6001\u3002
      \n\uff08\u6b64\u5b9a\u4e49\u6700\u7ec8\u662f\u4e0d\u5fc5\u8981\u7684\u3002\u5982\u679c\u4fdd\u7559\uff0c\u5c06\u5bfc\u81f4Fluentd\u4ea7\u751f\u4e0d\u5fc5\u8981\u7684\u65e5\u5fd7\u3002\uff09<\/p>\n
      <filter<\/span> logs.http_access.log<\/span>><\/span>\r\n  @type stdout\r\n  # format single_value\r\n<\/filter><\/span>\r\n<\/code><\/pre>\n
      \u4f7f\u7528Apache2\u89e3\u6790\u5668\u89e3\u6790\u7ed3\u679c\u540e\uff0c\u6839\u636e\u4e0a\u8ff0\u65b9\u6cd5\u8fdb\u884c\u786e\u8ba4\uff0c\u7ed3\u679c\u5982\u4e0b\uff1a<\/p>\n
      {<\/span>\r\n  \"host\"<\/span>:<\/span> \"172.17.0.1\"<\/span>,<\/span>\r\n  \"user\"<\/span>:<\/span> null<\/span>,<\/span>\r\n  \"method\"<\/span>:<\/span> \"POST\"<\/span>,<\/span>\r\n  \"path\"<\/span>:<\/span> \"\/ResourceEater\/faces\/HeapEater.xhtml\"<\/span>,<\/span>\r\n  \"code\"<\/span>:<\/span> 200<\/span>,<\/span>\r\n  \"size\"<\/span>:<\/span> 3815<\/span>,<\/span>\r\n  \"referer\"<\/span>:<\/span> \"http:\/\/localhost:9080\/ResourceEater\/faces\/HeapEater.xhtml\"<\/span>,<\/span>\r\n  \"agent\"<\/span>:<\/span> \"Mozilla\/5.0 (Windows NT 10.0; Win64; x64; rv:86.0) Gecko\/20100101 Firefox\/86.0\"<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
      \u6211\u5011\u5c07\u6dfb\u52a0\u5c07\u8def\u5f91\u5206\u70ba\u5169\u500b\u90e8\u5206\u7684\u8655\u7406\u3002
      \npath_head \u662f\u5305\u542b\u5728\u8def\u5f91\u4e2d\u6700\u5f8c\u4e00\u500b “\/” \u4e4b\u524d\u7684\u90e8\u5206\uff0c\u800c path_rest \u662f\u5269\u9918\u7684\u90e8\u5206\u3002<\/p>\n
      <filter<\/span> logs.http_access.log<\/span>><\/span>\r\n  @type parser\r\n  key_name path\r\n  reserve_data true\r\n  <parse><\/span>\r\n    @type regexp\r\n    expression \/^(?<path_head><\/span>.*\\\/)(?<path_rest><\/span>.*)$\/\r\n  <\/parse><\/span>\r\n<\/filter><\/span>\r\n<\/code><\/pre>\n
      \u56e0\u4e3a\u65e5\u5fd7\u7684\u89e3\u6790\u5df2\u7ecf\u5b8c\u6210\uff0c\u6240\u4ee5\u6211\u4eec\u6dfb\u52a0\u4e86\u751f\u6210 Prometheus \u6307\u6807\u7684\u5b9a\u4e49\u3002
      \n\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u4f7f\u7528\u7684\u662f\u503c\u9010\u6e10\u7d2f\u52a0\u7684\u8ba1\u6570\u5668\u7c7b\u578b\u6307\u6807\u3002\u8bbf\u95ee\u6b21\u6570\u53ea\u9700\u8981\u7b80\u5355\u5730\u8ba1\u7b97\u6570\u91cf\uff0c\u6240\u4ee5\u6ca1\u6709\u6307\u5b9a\u952e\uff08key\uff09\u3002\u800c\u54cd\u5e94\u5927\u5c0f\u7684\u7d2f\u52a0\u5219\u901a\u8fc7\u6307\u5b9a\u952e\uff08key\uff09\u4e3a size \u6765\u6307\u5b9a\u5927\u5c0f\u8fdb\u884c\u7d2f\u52a0\u3002
      \n\u6240\u6709\u8fd9\u4e9b\u6307\u6807\u90fd\u901a\u8fc7\u5c06 code \u548c path_head \u6307\u5b9a\u4e3a\u6807\u7b7e\uff08label\uff09\uff0c\u4ee5\u4fbf\u6839\u636e\u72b6\u6001\u7801\u548c\u8def\u5f84\u8fdb\u884c\u503c\u7684\u7d2f\u52a0\u3002<\/p>\n
      <filter<\/span> logs.http_access.log<\/span>><\/span>\r\n  @type prometheus\r\n  <metric><\/span>\r\n    name liberty_access_total\r\n    desc The total number of access\r\n    type counter\r\n    <labels><\/span>\r\n      code ${code}\r\n      path ${path_head}\r\n    <\/labels><\/span>\r\n  <\/metric><\/span>\r\n<\/filter><\/span>\r\n\r\n<filter<\/span> logs.http_access.log<\/span>><\/span>\r\n  @type prometheus\r\n  <metric><\/span>\r\n    name liberty_response_size_total\r\n    desc The total response size\r\n    type counter\r\n    key size\r\n    <labels><\/span>\r\n      code ${code}\r\n      path ${path_head}\r\n    <\/labels><\/span>\r\n  <\/metric><\/span>\r\n<\/filter><\/span>\r\n<\/code><\/pre>\n
      \u7531\u4e8e\u65e5\u5fd7\u5185\u5bb9\u4e0d\u4f1a\u8f93\u51fa\u5230\u4efb\u4f55\u5730\u65b9\uff0c\u6240\u4ee5\u6700\u540e\u9700\u8981\u5199\u5165\u4ee5\u4e0b\u6307\u793a\u3002<\/p>\n
      <match<\/span> logs.http_access.log<\/span>><\/span>\r\n  @type null\r\n<\/match><\/span>\r\n<\/code><\/pre>\n
      \u786e\u8ba4\u52a8\u4f5c<\/h2>\n
      \u542f\u52a8WAS Liberty\u548cFluentd\uff0c\u5e76\u8bbf\u95eeWAS Liberty\u4e0a\u7684\u5e94\u7528\u7a0b\u5e8f\u3002
      \n\u4f7f\u7528curl\u8bbf\u95eeFluentd\u7684Prometheus\u63d2\u4ef6\u7aef\u53e3\uff0c\u5e76\u63d0\u53d6\u5ea6\u91cf\u6307\u6807\u3002<\/p>\n
      curl -s<\/span> http:\/\/localhost:24231\/metrics  | grep <\/span>liberty\r\n# TYPE liberty_access_total counter<\/span>\r\n# HELP liberty_access_total The total number of access<\/span>\r\nliberty_access_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/InfraTest\/\"<\/span>}<\/span> 2.0\r\nliberty_access_total{<\/span>code<\/span>=<\/span>\"404\"<\/span>,path=<\/span>\"\/\"<\/span>}<\/span> 2.0\r\nliberty_access_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/ResourceEater\/faces\/\"<\/span>}<\/span> 2.0\r\nliberty_access_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/InfraTest\/rest\/\"<\/span>}<\/span> 1.0\r\nliberty_access_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/\"<\/span>}<\/span> 2.0\r\nliberty_access_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/js\/\"<\/span>}<\/span> 2.0\r\nliberty_access_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/images\/\"<\/span>}<\/span> 3.0\r\nliberty_access_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/nls\/ja\/\"<\/span>}<\/span> 1.0\r\n# TYPE liberty_response_size_total counter<\/span>\r\n# HELP liberty_response_size_total The total response size<\/span>\r\nliberty_response_size_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/InfraTest\/\"<\/span>}<\/span> 11366.0\r\nliberty_response_size_total{<\/span>code<\/span>=<\/span>\"404\"<\/span>,path=<\/span>\"\/\"<\/span>}<\/span> 29429.0\r\nliberty_response_size_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/ResourceEater\/faces\/\"<\/span>}<\/span> 7630.0\r\nliberty_response_size_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/InfraTest\/rest\/\"<\/span>}<\/span> 1241.0\r\nliberty_response_size_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/\"<\/span>}<\/span> 12965.0\r\nliberty_response_size_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/js\/\"<\/span>}<\/span> 12795.0\r\nliberty_response_size_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/images\/\"<\/span>}<\/span> 23568.0\r\nliberty_response_size_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/nls\/ja\/\"<\/span>}<\/span> 1875.0\r\n<\/code><\/pre>\n
      \u5f53\u8fdb\u4e00\u6b65\u8bbf\u95ee\u5e76\u83b7\u53d6\u6307\u6807\u65f6\uff0c\u53ef\u4ee5\u786e\u8ba4\u8bbf\u95ee\u6b21\u6570\u548c\u54cd\u5e94\u5927\u5c0f\u4f1a\u7d2f\u52a0\u3002<\/p>\n
      curl -s<\/span> http:\/\/localhost:24231\/metrics  | grep <\/span>liberty\r\n# TYPE liberty_access_total counter<\/span>\r\n# HELP liberty_access_total The total number of access<\/span>\r\nliberty_access_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/InfraTest\/\"<\/span>}<\/span> 3.0\r\nliberty_access_total{<\/span>code<\/span>=<\/span>\"404\"<\/span>,path=<\/span>\"\/\"<\/span>}<\/span> 4.0\r\nliberty_access_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/ResourceEater\/faces\/\"<\/span>}<\/span> 3.0\r\nliberty_access_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/InfraTest\/rest\/\"<\/span>}<\/span> 2.0\r\nliberty_access_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/\"<\/span>}<\/span> 2.0\r\nliberty_access_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/js\/\"<\/span>}<\/span> 2.0\r\nliberty_access_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/images\/\"<\/span>}<\/span> 3.0\r\nliberty_access_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/nls\/ja\/\"<\/span>}<\/span> 1.0\r\nliberty_access_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/ResourceEater\/\"<\/span>}<\/span> 1.0\r\n# TYPE liberty_response_size_total counter<\/span>\r\n# HELP liberty_response_size_total The total response size<\/span>\r\nliberty_response_size_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/InfraTest\/\"<\/span>}<\/span> 17049.0\r\nliberty_response_size_total{<\/span>code<\/span>=<\/span>\"404\"<\/span>,path=<\/span>\"\/\"<\/span>}<\/span> 88287.0\r\nliberty_response_size_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/ResourceEater\/faces\/\"<\/span>}<\/span> 13661.0\r\nliberty_response_size_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/InfraTest\/rest\/\"<\/span>}<\/span> 2482.0\r\nliberty_response_size_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/\"<\/span>}<\/span> 12965.0\r\nliberty_response_size_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/js\/\"<\/span>}<\/span> 12795.0\r\nliberty_response_size_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/images\/\"<\/span>}<\/span> 23568.0\r\nliberty_response_size_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/nls\/ja\/\"<\/span>}<\/span> 1875.0\r\nliberty_response_size_total{<\/span>code<\/span>=<\/span>\"200\"<\/span>,path=<\/span>\"\/ResourceEater\/\"<\/span>}<\/span> 274.0\r\n<\/code><\/pre>\n
      \u6700\u540e<\/h3>\n
      \u6211\u4eec\u786e\u8ba4\u4e86WAS Liberty\u53ef\u4ee5\u4ece\u8f93\u51fa\u7684\u65e5\u5fd7\u4e2d\u751f\u6210\u6307\u6807\u3002
      \n\u7531\u4e8e\u8fd9\u6b21\u6211\u4eec\u65e0\u6cd5\u5904\u7406\u603b\u54cd\u5e94\u65f6\u95f4\u7684\u6307\u6807\uff0c\u6240\u4ee5\u6211\u4eec\u6253\u7b97\u5728\u53e6\u4e00\u7bc7\u6587\u7ae0\u4e2d\u4ecb\u7ecd\u8fd9\u90e8\u5206\u5185\u5bb9\u3002<\/p>\n
      \u5728\u5206\u6790\u5bb9\u5668\u65e5\u5fd7\u65f6\uff0c\u6211\u8ba4\u4e3a\u7ecf\u5e38\u4f7f\u7528\u7684\u4e00\u79cd\u6a21\u5f0f\u662f\u5c06\u65e5\u5fd7\u4f20\u8f93\u5230 Elasticsearch \u7b49\u5730\u65b9\uff0c\u901a\u8fc7 Kibana \u7b49\u5de5\u5177\u8fdb\u884c\u5206\u6790\u548c\u5c55\u793a\u3002\u7136\u800c\uff0c\u5c06\u50cf\u8bbf\u95ee\u65e5\u5fd7\u8fd9\u6837\u5927\u91cf\u8f93\u51fa\u7684\u65e5\u5fd7\u4f20\u8f93\u548c\u5b58\u50a8\u5230 Elasticsearch \u7b49\u5730\u65b9\u53ef\u80fd\u4f1a\u56e0\u4e3a\u5bb9\u91cf\u548c\u6027\u80fd\u7b49\u65b9\u9762\u800c\u53d7\u5230\u9650\u5236\u3002<\/p>\n
      \u5982\u679c\u4f7f\u7528 Fluentd \u8fdb\u884c\u9891\u7e41\u4f7f\u7528\u7684\u5e38\u89c4\u5206\u6790\uff0c\u5e76\u5c06\u7ed3\u679c\u4f5c\u4e3a Prometheus \u6307\u6807\u8fdb\u884c\u6536\u96c6\u548c\u5b58\u50a8\uff0c\u53ef\u4ee5\u5728 Grafana \u4e0a\u67e5\u770b\u7ed3\u679c\uff0c\u53ef\u80fd\u4f1a\u964d\u4f4e\u4e00\u4e9b\u95e8\u69db\u3002<\/p>\n
      \u4f3c\u4e4e\u53ef\u4ee5\u5728\u8bb8\u591a\u573a\u666f\u4e2d\u5229\u7528\uff0c\u4f8b\u5982\u4ece\u5e94\u7528\u7a0b\u5e8f\u8f93\u51fa\u7684\u65e5\u5fd7\u4e2d\u751f\u6210\u6307\u6807\u7b49\u3002<\/p>\n
        \n
      • \n
          \u53c2\u8003<\/ul>\n<\/li>\n<\/ul>\n
          Fluentd: Monitoring by Prometheus
          \nGitHub: fluent \/ fluent-plugin-prometheus
          \nGitHub: fluent \/ fluentd-kubernetes-daemonset<\/p>\n","protected":false},"excerpt":{"rendered":"
          \u6700\u8fd1\uff0c\u6211\u6709\u673a\u4f1a\u4f7f\u7528Kubernetes\u7684Fluentd DaemonSet\uff0c\u5e76\u53d1\u73b0\u5b83\u5df2\u7ecf\u96c6\u6210\u4e86Promethe […]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-43476","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n\u4f7f\u7528Fluentd\u751f\u6210Prometheus\u6307\u6807\u4ece\u65e5\u5fd7\u4e2d (1\/2) - 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\/\u4f7f\u7528fluentd\u751f\u6210prometheus\u6307\u6807\u4ece\u65e5\u5fd7\u4e2d-1-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4f7f\u7528Fluentd\u751f\u6210Prometheus\u6307\u6807\u4ece\u65e5\u5fd7\u4e2d (1\/2)\" \/>\n<meta property=\"og:description\" content=\"\u6700\u8fd1\uff0c\u6211\u6709\u673a\u4f1a\u4f7f\u7528Kubernetes\u7684Fluentd DaemonSet\uff0c\u5e76\u53d1\u73b0\u5b83\u5df2\u7ecf\u96c6\u6210\u4e86Promethe […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528fluentd\u751f\u6210prometheus\u6307\u6807\u4ece\u65e5\u5fd7\u4e2d-1-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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