{"id":41231,"date":"2023-01-25T02:51:33","date_gmt":"2024-02-21T12:30:30","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e7%bb%99%e8%b6%85%e7%ba%a7%e5%88%9d%e5%ad%a6%e8%80%85%e7%9a%84%e3%80%91elk-stack%e8%b6%85%e6%96%b0%e6%89%8b%e5%85%a5%e9%97%a8%e6%8c%87%e5%8d%97%ef%bc%882021%e5%b9%b4%e7%89%88%e6%9c%ac\/"},"modified":"2024-04-29T11:21:16","modified_gmt":"2024-04-29T03:21:16","slug":"%e3%80%90%e7%bb%99%e8%b6%85%e7%ba%a7%e5%88%9d%e5%ad%a6%e8%80%85%e7%9a%84%e3%80%91elk-stack%e8%b6%85%e6%96%b0%e6%89%8b%e5%85%a5%e9%97%a8%e6%8c%87%e5%8d%97%ef%bc%882021%e5%b9%b4%e7%89%88%e6%9c%ac","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e7%bb%99%e8%b6%85%e7%ba%a7%e5%88%9d%e5%ad%a6%e8%80%85%e7%9a%84%e3%80%91elk-stack%e8%b6%85%e6%96%b0%e6%89%8b%e5%85%a5%e9%97%a8%e6%8c%87%e5%8d%97%ef%bc%882021%e5%b9%b4%e7%89%88%e6%9c%ac\/","title":{"rendered":"\u3010\u7ed9\u8d85\u7ea7\u521d\u5b66\u8005\u7684\u3011ELK Stack\u8d85\u65b0\u624b\u5165\u95e8\u6307\u5357\uff082021\u5e74\u7248\u672c\uff09"},"content":{"rendered":"<h1>\u9996\u5148<\/h1>\n<p>\u6700\u8fd1\u6211\u7814\u7a76\u4e86\u4e00\u4e0bELKStack\u8fd9\u4e2a\u4e1c\u897f\uff0c\u4f46\u662f\u56e0\u4e3a\u627e\u4e0d\u5230\u80fd\u591f\u89e3\u51b3\u95ee\u9898\u7684\u6587\u7ae0\uff0c\u6240\u4ee5\u6211\u6253\u7b97\u7559\u4e2a\u5907\u5fd8\u3002<br \/>\n\u53ef\u80fd\u662f\u56e0\u4e3a\u7248\u672c\u5347\u7ea7\u4e86\u7684\u7f18\u6545\uff0c\u4e8b\u60c5\u5e76\u6ca1\u6709\u50cf\u9884\u60f3\u7684\u90a3\u4e48\u987a\u5229\u3002\u55ef\u3002<br \/>\n\u7279\u522b\u662fKibana\u3002<br \/>\n\u8fd9\u4e2a\u95ee\u9898\u771f\u7684\u5f88\u68d8\u624b\u3002<br \/>\n\u597d\u4e86\uff0c\u95f2\u8bdd\u5c31\u8bf4\u5230\u8fd9\u91cc\uff0c\u63a5\u4e0b\u6765\u5c31\u6765\u8c08\u8c08\u6211\u5df2\u7ecf\u5f88\u4e45\u6ca1\u6709\u5199\u7684ELKStack\u3002<br \/>\n\u6709\u4e9b\u4eba\u53ef\u80fd\u4f1a\u60f3\uff0c\u90a3\u5230\u5e95\u662f\u4ec0\u4e48\u4e1c\u897f\uff1f\u5173\u4e8e\u8fd9\u4e9b\u6211\u4f1a\u5728\u540e\u9762\u8fdb\u884c\u89e3\u91ca\u3002<\/p>\n<h1>\u76ee\u5f55<\/h1>\n<p>\u8fd9\u662f\u672c\u6587\u7684\u76ee\u5f55\u3002\u8bf7\u53ea\u6311\u9009\u51fa\u5fc5\u8981\u7684\u90e8\u5206\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">ELKStack\u3068\u306f<\/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\">Elasticsearch<\/ul>\n<\/li>\n<\/ul>\n<p>Elasticsearch\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9<\/p>\n<p>Logstash<\/p>\n<p>Logstash\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9<\/p>\n<p>Kibana<\/p>\n<p>Kibana\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9<\/p>\n<p>EX<\/p>\n<p>Filebeat\u3068Logstash\u306e\u9023\u643a<br \/>\nLogstash\u3067\u30aa\u30ea\u30b8\u30ca\u30eb\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u8aad\u307f\u8fbc\u307f\u3092\u5b9a\u7fa9\u3057\u3066\u4f7f\u3046<br \/>\nLogstash\u3067\u8907\u6570\u306e\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u30ed\u30b0\u3092\u62bd\u51fa<\/p>\n<h1>ELKStack\u662f\u4ec0\u4e48<\/h1>\n<p>\u7b46\u8005\u81ea\u5df1\u5176\u5be6\u4e5f\u4e0d\u592a\u6e05\u695a\uff0c\u4f46\u9019\u662f\u95dc\u65bcElastic\u516c\u53f8\u7684\u7522\u54c1\uff08Elasticsearch\uff0cLogstash\uff0cKibana\uff09\u7d44\u6210\u7684\u5206\u6790\u74b0\u5883\u5427\uff1f<br \/>\n\u9996\u5148\uff0c\u6211\u60f3\u6e1b\u5c11\u65e5\u8a8c\u5206\u6790\u6240\u82b1\u7684\u6642\u9593\uff0c\u6240\u4ee5\u6211\u958b\u59cb\u5b78\u7fd2\u9019\u4e9b\u6771\u897f\u3002<br \/>\n\u6211\u7a0d\u5f8c\u6703\u63d0\u5230\u6bcf\u500b\u7522\u54c1\u7684\u6982\u8ff0\u548c\u89d2\u8272\uff0c\u4f46\u4f7f\u7528\u5b83\u5011\u53ef\u4ee5\u5feb\u901f\u6574\u7406\u4f3a\u670d\u5668\u65e5\u8a8c\u548c\u61c9\u7528\u7a0b\u5f0f\u65e5\u8a8c\u3002<\/p>\n<h1>\u6bcf\u4e2a\u4eba\u7684\u89d2\u8272<\/h1>\n<p>\u5c31\u50cf\u524d\u9762\u63d0\u5230\u7684\u90a3\u6837\uff0cELK Stack\u662f\u5c06Elastic\u516c\u53f8\u7684\u4ea7\u54c1\u7ed3\u5408\u8d77\u6765\u7684\u5206\u6790\u73af\u5883\u3002\u4e0b\u9762\u7b80\u8981\u4ecb\u7ecd\u6bcf\u4e2a\u7ec4\u6210\u90e8\u5206\u4ee5\u53ca\u5b83\u4eec\u5728\u672c\u6b21\u6848\u4f8b\u4e2d\u7684\u4f5c\u7528\u3002<\/p>\n<div>\n<div class=\"post-table\">\u88fd\u54c1\u6982\u8981\u4eca\u56de\u306e\u30b1\u30fc\u30b9\u306b\u304a\u3051\u308b\u5f79\u5272\u4f7f\u7528\u3059\u308b\u30d0\u30fc\u30b8\u30e7\u30f3ElasticsearchNo SQL\uff1f\u306b\u3088\u308bDB\u6a5f\u80fd\u3092\u6301\u3064\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3067\u3059\u3002<br \/>\n\u30c7\u30fc\u30bf\u89e3\u6790\u3084\u306a\u3093\u3084\u3089\u3067\u6709\u540d\u4f01\u696d\u306e\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u3067\u5c0e\u5165\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u3002Logstash\u304c\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092\u84c4\u7a4d\u3057\u3001\u691c\u7d22\u3057\u305f\u3044\u6761\u4ef6\u306b\u5408\u308f\u305b\u3066\u84c4\u7a4d\u3057\u305f\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3057\u307e\u3059\u30027.16.3Logstash\u30ed\u30b0\u53ce\u96c6\u30c4\u30fc\u30eb\u3067\u3059\u3002<br \/>\nDB\u3084\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u30ed\u30b0\u3092\u53ce\u96c6\u3001\u5909\u63db\u3057\u3066Elasticsearch\u306b\u30c7\u30fc\u30bf\u3092\u6295\u5165\u3057\u307e\u3059\u3002<br \/>\n\u30ed\u30b0\u3067\u306a\u304f\u3066\u3082\u30c7\u30fc\u30bf\u306f\u53ce\u96c6\u3067\u304d\u308b\u306e\u3067\u3059\u304c\u3001\u305d\u306e\u540d\u306e\u901a\u308a\u30ed\u30b0\u306e\u53ce\u96c6\u306b\u4f7f\u308f\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3088\u3046\u3067\u3059\u3002\u5de6\u8a18\u306e\u3068\u304a\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ed\u30b0\u30d5\u30a1\u30a4\u30eb\u306e\u5185\u5bb9\u3092\u62bd\u51fa\u3001\u5909\u63db\u3057\u3001Elasticsearch\u306b\u6295\u5165\u3057\u307e\u3059\u3002\u5de6\u8a18\u306e\u3068\u304a\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ed\u30b0\u30d5\u30a1\u30a4\u30eb\u306e\u5185\u5bb9\u3092\u62bd\u51fa\u3001\u5909\u63db\u3057\u3001Elasticsearch\u306b\u633f\u5165\u3057\u307e\u3059\u3002KibanaElasticseach\u304c\u84c4\u7a4d\u3057\u305f\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3059\u308b\u753b\u9762\u6a5f\u80fd\u3067\u3059\u3002<br \/>\nKQL\u3068\u8a00\u3046\u72ec\u81ea\u8a00\u8a9e\u3067Elasticsearch\u5185\u306b\u84c4\u7a4d\u3057\u305f\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3057\u305f\u308a\u3001\u7d71\u8a08\u3092\u53d6\u3063\u3066\u30b0\u30e9\u30d5\u5316\u3057\u305f\u308a\u3044\u308d\u3093\u306a\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u53ce\u96c6\u3057\u305f\u30ed\u30b0\u30c7\u30fc\u30bf\u304b\u3089\u4e00\u90e8\u3092\u62bd\u51fa\u3057\u3001\u53ef\u8996\u5316\u3057\u307e\u3059\u30027.16.3<\/div>\n<\/div>\n<p>\u9019\u4e00\u6b21\uff0c\u6211\u5011\u5c07\u4e00\u6b21\u6027\u5730\u642d\u5efa\u9019\u4e9b\uff0c\u4e0d\u7528\u8aaa\uff0c\u60a8\u4e5f\u53ef\u4ee5\u55ae\u7368\u642d\u5efa\u4e26\u7528\u65bc\u81ea\u5df1\u7684\u500b\u4eba\u61c9\u7528\u7a0b\u5e8f\u4e2d\uff0c\u6240\u4ee5\u5982\u679c\u60a8\u6709\u8208\u8da3\uff0c\u8acb\u8d81\u6b64\u6a5f\u6703\u5617\u8a66\u4e00\u4e0b\u5404\u7a2e\u4e0d\u540c\u7684\u65b9\u6cd5\u3002<\/p>\n<p>\u63a5\u4e0b\u4f86\uff0c\u6211\u5c07\u6309\u7522\u54c1\u9032\u884c\u5b89\u88dd\u548c\u8a2d\u7f6e\uff0c\u6309\u7ae0\u7bc0\u9032\u884c\u4ecb\u7d39\u3002<\/p>\n<h1>\u5f39\u6027\u641c\u7d22<\/h1>\n<h2>Elasticsearch\u7684\u90e8\u7f72\u73af\u5883<\/h2>\n<p>\u9996\u5148\uff0c\u9700\u8981\u642d\u5efaElasticsearch\u7684\u8fd0\u884c\u73af\u5883\u3002<\/p>\n<h3>\u4e0b\u8f7d<\/h3>\n<p>\u6211\u5011\u5c07\u5f9e\u9019\u88e1\u4e0b\u8f09\u7b26\u5408\u60a8\u74b0\u5883\u7684\u6587\u4ef6\u3002<br \/>\n\u9019\u6b21\u6211\u5011\u5c07\u4ecb\u7d39Windows\u7248\u672c\uff0c\u6240\u4ee5\u8acb\u4e0b\u8f09Windows\u7248\u3002<br \/>\nLogstash\u548cKibana\u4e5f\u53ef\u4ee5\u5f9e\u540c\u4e00\u500b\u5730\u65b9\u4e0b\u8f09\uff0c\u6240\u4ee5\u8acb\u5148\u4e0b\u8f09\u597d\u3002<br \/>\n\u53e6\u5916\uff0c\u5982\u679c\u6c92\u6709\u5b89\u88ddJava\u5c07\u7121\u6cd5\u904b\u884c\uff0c\u82e5\u672a\u5b89\u88dd\u8acb\u5148\u5b89\u88ddJava8\u6216\u66f4\u9ad8\u7248\u672c\u3002<\/p>\n<h3>\u5b89\u88c5<\/h3>\n<p>\u53ea\u9700\u89e3\u538b\u4e4b\u524d\u4e0b\u8f7d\u7684Zip\u6587\u4ef6\u5373\u53ef\u5b8c\u6210\u5b89\u88c5\u3002<br \/>\n\u7136\u540e\u53ea\u9700\u8fd0\u884c\u4f4d\u4e8e\u89e3\u538b\u540e\u6587\u4ef6\u5939\u4e2d\u7684&lt;\u89e3\u538b\u7684\u6587\u4ef6\u5939\\bin&gt;\u76ee\u5f55\u4e0b\u7684elasticsearch.bat\u6587\u4ef6\u5373\u53ef\u542f\u52a8\u3002<br \/>\n\u203b\u4ece\u8fd9\u4e4b\u540e\uff0c\u89e3\u538b\u7684\u6587\u4ef6\u5939\u5c06\u88ab\u79f0\u4e3aELASTIC_HOME\u3002<\/p>\n<h3>Elasticsearch\u7684\u914d\u7f6e<\/h3>\n<p>\u867d\u7136\u542f\u52a8\u672c\u8eab\u4e0d\u9700\u8981\u4efb\u4f55\u64cd\u4f5c\uff0c\u4f46\u662f\u8fd9\u6b21\u6211\u4eec\u8fd8\u8981\u6784\u5efaKibana\u73af\u5883\uff0c\u6240\u4ee5\u8981\u8fdb\u884c\u8bbe\u7f6e\uff0c\u4ee5\u4fbf\u4eceKibana\u76f4\u63a5\u4fee\u6539Elasticsearch\u7684\u5185\u5bb9\u3002<br \/>\n\u914d\u7f6e\u6587\u4ef6\u6700\u521d\u90fd\u88ab\u6ce8\u91ca\u6389\u4e86\uff0c\u6ca1\u6709\u6709\u6548\u7684\u884c\u3002<br \/>\n\u6839\u636e\u6784\u5efa\u7684\u73af\u5883\uff0c\u6211\u4eec\u8981\u4fee\u6539\u4e3b\u673a\u548c\u7aef\u53e3\u53f7\u3002<br \/>\n\u8fd9\u6b21\uff0c\u8bf7\u5728\u6ce8\u91ca\u540e\u7684\u6700\u540e\u4e00\u884c\u6dfb\u52a0 &#8220;http.cors.enabled: true&#8221;\u3002<\/p>\n<p>\u25a0\u53d8\u66f4\u7684\u6587\u4ef6<br \/>\nELASTIC_HOME\\elasticsearch.yml<\/p>\n<p>\u25a0\u6dfb\u52a0\u4ee5\u4e0b\u5185\u5bb9\uff1a<br \/>\nhttp.cors.enabled: true<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\"># \u3053\u306e\u884c\u4ee5\u5916\u306f\u3059\u3079\u3066\u30b3\u30e1\u30f3\u30c8\u3067\u3059\u3002<\/span>\r\n<span class=\"c1\"># \u5fc5\u8981\u306a\u3051\u308c\u3070\u6d88\u3057\u3066\u3082\u3044\u3044\u3067\u3059\u3057\u3001\u30dd\u30fc\u30c8\u756a\u53f7\u306a\u3069\u5fc5\u8981\u5fdc\u3058\u3066\u30b3\u30e1\u30f3\u30c8\u3092\u5fa9\u6d3b\u3057\u3001\u5185\u5bb9\u3092\u5909\u66f4\u3057\u307e\u3057\u3087\u3046\u3002<\/span>\r\n<span class=\"na\">http.cors.enabled<\/span><span class=\"pi\">:<\/span> <span class=\"kc\">true<\/span>\r\n<\/code><\/pre>\n<p>\u5982\u679c\u4e0d\u66f4\u6539\u4efb\u4f55\u8a2d\u5b9a\uff0c\u5c07\u4f7f\u7528\u4ee5\u4e0b\u8a2d\u5b9a\u4f86\u555f\u52d5\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u52d5\u4f5c\u3059\u308b\u30db\u30b9\u30c8:localhost<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30dd\u30fc\u30c8\u756a\u53f7:9200<\/ul>\n<p>\u6211\u5c06\u5728\u6b64\u5904\u8bb0\u5f55\u89e3\u538b\u7f29\u540e\u7684\u6587\u4ef6\u6811\u7ed3\u6784\u3002<\/p>\n<pre class=\"post-pre\"><code>ELASTIC_HOME\r\n\u2502\r\n\u251c\u2500bin\r\n\u2502      elasticsearch.bat\r\n\u2502       \u30fb\u30fb\u30fb\u7701\u7565\r\n\u2502\r\n\u251c\u2500config\r\n\u2502  \u2502  elasticsearch-plugins.example.yml\r\n\u2502  \u2502  elasticsearch.keystore\r\n\u2502  \u2502  elasticsearch.yml    \u2605\u5909\u66f4\u3059\u308b\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\r\n\u2502  \u2502  jvm.options\r\n\u2502  \u2502  log4j2.properties\r\n\u2502  \u2502  roles.yml\r\n\u2502  \u2502  role_mapping.yml\r\n\u2502  \u2502  users\r\n\u2502  \u2502  users_roles\r\n\u2502  \u2502\r\n\u2502  \u2514\u2500jvm.options.d\r\n\u251c\u2500data\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u2502\r\n\u251c\u2500jdk\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500lib\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500logs\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u2502\r\n\u251c\u2500modules\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u2502\r\n\u2514\u2500plugins\r\n<\/code><\/pre>\n<h3>\u5f00\u59cb<br \/>\n\u542f\u52a8<\/h3>\n<p>\u8ba9\u6211\u4eec\u542f\u52a8Elasticsearch\u5427\u3002<br \/>\n\u542f\u52a8\u7684\u65b9\u6cd5\u5f88\u7b80\u5355\uff0c\u53ea\u9700\u6267\u884cELASTICK_HOME\\bin\\elasticsearch.bat\u5373\u53ef\u3002<\/p>\n<h3>\u542f\u52a8\u540e\u7684\u786e\u8ba4<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d454637434c4406ca2043\/30-0.jpeg\" alt=\"P001.jpg\" \/><\/div>\n<h3>\u6ce8\u518c\u6837\u672c\u6570\u636e<\/h3>\n<p>\u8ba9\u6211\u4eec\u5c1d\u8bd5\u5728Elasticsearch\u4e2d\u6ce8\u518c\u793a\u4f8b\u6570\u636e\u3002<br \/>\nElasticsearch\u9644\u5e26\u4e86Web\u670d\u52a1\u5668\u529f\u80fd\uff0c\u53ef\u4ee5\u901a\u8fc7REST API\u8fdb\u884c\u64cd\u4f5c\uff0c\u5e76\u4e14\u53ef\u4ee5\u901a\u8fc7\u5c06HTTP\u8bf7\u6c42\u53d1\u9001\u5230\u6b63\u5728\u8fd0\u884c\u7684\u4e3b\u673a\u548c\u7aef\u53e3\u6765\u6ce8\u518c\u548c\u641c\u7d22\u6570\u636e\u3002<br \/>\n\u8bf7\u6c42\u4f53\u7684\u683c\u5f0f\u662fJson\u3002<br \/>\n\u51c6\u5907\u4ee5\u4e0b\u6587\u4ef6\uff0c\u8ba9\u6211\u4eec\u7acb\u5373\u6ce8\u518c\u6570\u636e\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"p\">{<\/span>\r\n    <span class=\"nl\">\"user_name\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"TARO \u592a\u90ce\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"date\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"2022-02-01T10:09:01\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"message\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"\u3010\u8d85\u521d\u5fc3\u8005\u5411\u3051\u3011Elasticsearch\u8d85\u5165\u9580\"<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u4ee5\u4e0b\u662f\u5173\u4e8eBody\u4ee5\u5916\u7684\u8bf7\u6c42\u4fe1\u606f\uff1a<\/p>\n<p>\u975eBody\u90e8\u5206\u7684\u8bf7\u6c42\u4fe1\u606f\u5982\u4e0b\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30e1\u30bd\u30c3\u30c9:Post<\/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\">\u30ea\u30af\u30a8\u30b9\u30c8\u5f62\u5f0f:http:\/\/\u30db\u30b9\u30c8:\u30dd\u30fc\u30c8\/index\/type[\/?pretty]\u3000\u203b\u672b\u5c3e\u306b\u300c?pretty\u300d\u3092\u3064\u3051\u308b\u3068\u3001\u8fd4\u5374\u5024\u306eJson\u304c\u6574\u5f62\u3057\u3066\u8fd4\u5374\u3055\u308c\u307e\u3059\u3002<\/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\">URL:http:\/\/localhost:9200\/sample_index\/sample_type\/?pretty<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30d8\u30c3\u30c0:\u201cContent-Type\u201d:\u201dapplication\/json\u201d<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d454637434c4406ca2043\/36-0.jpeg\" alt=\"P002.jpg\" \/><\/div>\n<h3>\u641c\u7d22\u6837\u672c\u6570\u636e<\/h3>\n<p>\u6211\u4eec\u6765\u641c\u7d22\u5df2\u6ce8\u518c\u7684\u6837\u672c\u6570\u636e\u3002<br \/>\n\u641c\u7d22\u5c06\u901a\u8fc7GET\u8bf7\u6c42\u8fdb\u884c\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d454637434c4406ca2043\/39-0.jpeg\" alt=\"P003.jpg\" \/><\/div>\n<p>\u7531\u4e8eElasticsearch\u662f\u4e00\u4e2a\u641c\u7d22\u5f15\u64ce\uff0c\u6240\u4ee5\u5f53\u7136\u53ef\u4ee5\u8fdb\u884c\u6a21\u7cca\u641c\u7d22\u3002<br \/>\n\u5982\u679c\u8981\u8fdb\u884c\u6a21\u7cca\u641c\u7d22\uff0c\u8bf7\u4f7f\u7528Json\u683c\u5f0f\u8bf7\u6c42\u6761\u4ef6\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"p\">{<\/span>\r\n    <span class=\"nl\">\"query\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"nl\">\"match\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"nl\">\"message\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"\u8d85\u5165\u9580\"<\/span>\r\n        <span class=\"p\">}<\/span>\r\n    <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d454637434c4406ca2043\/42-1.jpeg\" alt=\"P005.jpg\" \/><\/div>\n<h2>Elasticsearch\u6982\u8ff0<\/h2>\n<p>Elasticsearch\u7684\u73af\u5883\u8bbe\u7f6e\u548c\u57fa\u672c\u4f7f\u7528\u65b9\u5f0f\u5c31\u5230\u8fd9\u91cc\u4e3a\u6b62\u4e86\u3002\u6211\u4f1a\u4e3a\u60a8\u603b\u7ed3\u4e4b\u524d\u7684\u8981\u70b9\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u89e3\u51cd\u3059\u308b\u3060\u3051<\/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\">Kibana\u304b\u3089\u76f4\u63a5\u3044\u3058\u308c\u308b\u8a2d\u5b9a\u3092\u5165\u308c\u308b\u3000\u203b\u3053\u3053\u3067\u306f\u307e\u3060\u5a01\u529b\u3092\u767a\u63ee\u3057\u3066\u3044\u307e\u305b\u3093<\/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\">elasticsearch.bat\u3067\u8d77\u52d5<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Json\u306eREST API\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u306e\u767b\u9332\u3084\u691c\u7d22\u304c\u53ef\u80fd<\/ul>\n<p>\u4e0b\u4e00\u7ae0\u662f\u5173\u4e8eLogstash\u7684\u5185\u5bb9\u3002<br \/>\n\u6211\u4eec\u5c06\u8fdb\u5165\u5173\u4e8e\u6784\u5efaElasticsearch\u7684\u5b9e\u8df5\u90e8\u5206\uff0c\u8bf7\u671f\u5f85\u3002<\/p>\n<h1>\u8bb0\u5f55\u5668<\/h1>\n<h2>Logstash\u662f\u4ec0\u4e48<\/h2>\n<p>\u8fd9\u4e2a\u4ea7\u54c1\u53ef\u4ee5\u63d0\u53d6\u3001\u5206\u6790\u5404\u79cd\u683c\u5f0f\u7684\u65e5\u5fd7\uff0c\u5e76\u5c06\u6570\u636e\u6ce8\u518c\u5230Elasticsearch\u4e2d\u3002<br \/>\n\u4e0d\u4ec5\u53ef\u4ee5\u5904\u7406\u6587\u672c\uff0c\u8fd8\u53ef\u4ee5\u4eceCSV\u3001\u6570\u636e\u5e93\u83b7\u53d6\u6570\u636e\uff0c\u751a\u81f3\u80fd\u4eceExcel\u4e2d\u5bfc\u5165\u6570\u636e\u3002<br \/>\n\u7b46\u8005\u4e0d\u786e\u5b9a\u5b83\u7684\u5a01\u529b\u6709\u591a\u5927\uff0c\u53ea\u6709\u6df1\u5165\u7814\u7a76\u4e86\u624d\u77e5\u9053\u3002<br \/>\n\u5982\u679c\u6709\u5c1d\u8bd5\u8fc7\u7684\u4eba\uff0c\u8bf7\u52a1\u5fc5\u7559\u4e0b\u8bc4\u8bba\u3002<\/p>\n<h2>\u69cb\u5efaLogstash\u74b0\u5883<\/h2>\n<p>\u6211\u4f1a\u4ece\u8fd9\u91cc\u5f00\u59cb\u6784\u5efaLogstash\u7684\u8fd0\u884c\u73af\u5883\u3002<\/p>\n<h3>\u4e0b\u8f7d<\/h3>\n<p>\u7531\u4e8e\u5728\u524d\u4e00\u7ae0\u4e2d\u5df2\u7ecf\u4e0b\u8f7d\u4e86Elasticsearch\uff0c\u56e0\u6b64\u8fd9\u91cc\u7684\u63cf\u8ff0\u5c06\u88ab\u7701\u7565\u3002<\/p>\n<h3>\u5b89\u88c5<\/h3>\n<p>\u4e0e Elasticsearch \u76f8\u4f3c\uff0c\u53ea\u9700\u8981\u89e3\u538b\u4e0b\u8f7d\u7684\u6587\u4ef6\u3002<br \/>\n\u4f46\u662f\uff0c\u5fc5\u987b\u5728\u8fdb\u884c\u914d\u7f6e\u540e\u624d\u80fd\u542f\u52a8\u3002<br \/>\n\u9996\u5148\u6211\u4eec\u5c06\u8fdb\u884c\u914d\u7f6e\u6587\u4ef6\u7684\u8bbe\u7f6e\uff0c\u4f46\u662f\u5148\u628a\u89e3\u538b\u540e\u7684\u76ee\u5f55\u6811\u8bb0\u5f55\u4e0b\u6765\u3002<br \/>\n\u203b\u5728\u6b64\u4e4b\u540e\u6211\u4eec\u5c06\u4f7f\u7528\u89e3\u538b\u7684\u6587\u4ef6\u5939\u79f0\u4e3a LOGSTASH_HOME\u3002<\/p>\n<pre class=\"post-pre\"><code>LOGSTASH_HOME\r\n\u2502  CONTRIBUTORS\r\n\u2502  Gemfile\r\n\u2502  Gemfile.lock\r\n\u2502  LICENSE.txt\r\n\u2502  NOTICE.TXT\r\n\u2502  \r\n\u251c\u2500bin\r\n\u2502      logstash.bat\r\n\u2502       \u30fb\u30fb\u30fb\u7701\u7565\r\n\u2502      \r\n\u251c\u2500config\r\n\u2502      jvm.options\r\n\u2502      log4j2.properties\r\n\u2502      logstash-sample.conf\r\n\u2502      logstash.yml\r\n\u2502      pipelines.yml\r\n\u2502      startup.options\r\n\u2502      \r\n\u251c\u2500data\r\n\u251c\u2500jdk\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500lib\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500logstash-core\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500logstash-core-plugin-api\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500tools\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500vendor\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u2514\u2500x-pack\r\n     \u30fb\u30fb\u30fb\u7701\u7565\r\n<\/code><\/pre>\n<h3>\u51c6\u5907\u6837\u54c1<\/h3>\n<p>\u9996\u5148\uff0c\u6211\u4eec\u5c06\u5c1d\u8bd5\u5728\u6700\u7b80\u5355\u548c\u57fa\u672c\u7684\u8bbe\u7f6e\u4e0b\u8fd0\u884c\u4e00\u4e2a\u540d\u4e3aLogstash\u7684\u5de5\u5177\u3002<br \/>\n\u5728\u8fdb\u884c\u8bbe\u7f6e\u4e4b\u524d\uff0c\u8bf7\u51c6\u5907\u597d\u8981\u7528\u4f5c\u793a\u4f8b\u7684\u6587\u4ef6\u3002<br \/>\n\u5728\u4efb\u610f\u76ee\u5f55\u4e0b\uff0c\u521b\u5efa\u4e00\u4e2a\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9\u7684\u6587\u4ef6\u3002<br \/>\n\u203b\u6211\u4eec\u5c06\u51c6\u5907\u4e24\u4e2a\u793a\u4f8b\u6587\u4ef6\uff0c\u4f46\u4e00\u4e2a\u4e5f\u6ca1\u95ee\u9898\u3002<\/p>\n<pre class=\"post-pre\"><code>Date,Level,ErrorMessage,UserIde\r\n2022-01-31 10:00:00,INFO,1-1\u60c5\u5831\u3067\u3059,1\r\n2022-01-31 11:00:00,ERROR,1-1\u30a8\u30e9\u30fc\u3067\u3059,1\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>2022-01-31 10:00:00,INFO,2-1\u60c5\u5831\u3067\u3059,1\r\n2022-01-31 11:00:00,ERROR,2-1\u30a8\u30e9\u30fc\u3067\u3059,1\r\n2022-01-31 12:00:00,WARN,2-1\u8b66\u544a\u3067\u3059,1\r\n2022-02-01 10:00:00,ERROR,2-2\u30a8\u30e9\u30fc\u3067\u3059,1\r\n2022-02-01 11:00:00,ERROR,2-3\u30a8\u30e9\u30fc\u3067\u3059,1\r\n2022-02-01 12:00:00,ERROR,2-4\u30a8\u30e9\u30fc\u3067\u3059,1\r\n<\/code><\/pre>\n<h3>Logstash \u7684\u914d\u7f6e\u8bbe\u7f6e<\/h3>\n<p>\u7531\u4e8e\u6837\u672c\u5df2\u7ecf\u51c6\u5907\u597d\u4e86\uff0c\u6211\u4eec\u5c06\u8fdb\u884c\u8bfb\u53d6\u8bbe\u7f6e\u3002<br \/>\n\u5728LOGSTASH_HOME\\config\u76ee\u5f55\u4e0b\u590d\u5236logstash-sample.conf\u6587\u4ef6\uff0c\u5e76\u5bf9\u5176\u4e2d\u5185\u5bb9\u8fdb\u884c\u4fee\u6539\u3002<br \/>\n\u5c06\u6587\u4ef6\u540d\u6539\u4e3a\u201ccsv-sample.conf\u201d\u3002<br \/>\nLogstash\u7684\u914d\u7f6e\u6587\u4ef6\u5c06\u6309\u7167Json\u7684\u65b9\u5f0f\u8fdb\u884c\u5b9a\u4e49\u3002<\/p>\n<pre class=\"post-pre\"><code># Sample Logstash configuration for creating a simple\r\n# Beats -&gt; Logstash -&gt; Elasticsearch pipeline.\r\n# \u5165\u529b\u306e\u8a2d\u5b9a\r\n# \u3053\u3053\u3067\u306f\u30d5\u30a1\u30a4\u30eb\u3092\u4f7f\u7528\u3057\u307e\u3059\u304c\u3001\u6a19\u6e96\u5165\u529b\u304b\u3089\u53d7\u3051\u4ed8\u3051\u305f\u308a\u3082\u3067\u304d\u307e\u3059\u3002\r\ninput {\r\n    file {\r\n        # \u672b\u5c3e\u3092\u8aad\u307f\u8fbc\u3080\u30e2\u30fc\u30c9\r\n        mode =&gt; \"tail\"\r\n        # \u5bfe\u8c61\u30d5\u30a1\u30a4\u30eb\r\n        # Windows\u3067\u3082\"\/\"\u3092\u4f7f\u3046\r\n        path =&gt; [\"C:\/Users\/tarosa\/Desktop\/Elastic\/sample\/csv\/*.csv\"]\r\n        # \u30d5\u30a1\u30a4\u30eb\u306e\u3069\u3053\u307e\u3067\u8aad\u307f\u8fbc\u3093\u3060\u304b\u8a18\u9332\u3057\u3066\u304a\u304f\u30d5\u30a1\u30a4\u30eb\r\n        # \u3053\u3053\u3067\u306fLOGSTASH_HOME\u306b\u914d\u7f6e\u3057\u3066\u3044\u307e\u3059\r\n        # \u306a\u304f\u3066\u3082\u52d5\u304f\u304b\u3082\uff1f\r\n        # \u62e1\u5f35\u5b50\u306f\u300c.sincedb\u300d\r\n        sincedb_path =&gt; \"..\/csv-sample.sincedb\"\r\n        # \u8aad\u307f\u8fbc\u307f\u958b\u59cb\u4f4d\u7f6e\u306a\u3069\r\n        start_position =&gt; \"beginning\"\r\n        codec =&gt; plain {\r\n            charset =&gt; \"UTF-8\"\r\n        }\r\n    }\r\n}\r\n\r\n# \u30d5\u30a1\u30a4\u30eb\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306b\u5408\u308f\u305b\u305f\u89e3\u6790\u8a2d\u5b9a\r\nfilter {\r\n    csv {\r\n        columns =&gt; [\"Date\", \"Level\", \"ErrorMessage\", \"UserId\"]\r\n        convert =&gt; {\r\n            # \u30d5\u30a3\u30fc\u30eb\u30c9\u306e\u30c7\u30fc\u30bf\u306f\u3053\u3053\u3067\u4efb\u610f\u306b\u5909\u63db\u3067\u304d\u307e\u3059\r\n            \"UserID\" =&gt; \"integer\"\r\n        }\r\n        # \u30d8\u30c3\u30c0\u30fc\u884c\u3092\u8aad\u307f\u98db\u3070\u3057\r\n        skip_header =&gt; true\r\n    }\r\n\r\n    # \u53d6\u308a\u8fbc\u307f\u5f8c\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3092\u5224\u5b9a\u3059\u308b\u884c\u3092\u6307\u5b9a\u3057\u307e\u3059\r\n    date {\r\n        match =&gt; [\"Date\", \"yyyy-MM-dd HH:mm:ss\"]\r\n    }\r\n}\r\n\r\n# \u51fa\u529b\u5148\u306e\u8a2d\u5b9a\r\noutput {\r\n    # Elasticsearch\u306b\u8a2d\u5b9a\r\n    # \u69cb\u7bc9\u3057\u305fElasticsearch\u306b\u5408\u308f\u305b\u307e\u3059\r\n    elasticsearch {\r\n        hosts =&gt; [\"http:\/\/localhost:9200\"]\r\n        index =&gt; \"csv-sample\"\r\n    }\r\n\r\n    # \u30c7\u30d0\u30c3\u30b0\u7528\u306b\u6a19\u6e96\u51fa\u529b\u306b\u3082\u51fa\u529b\u3057\u3066\u304a\u304d\u307e\u3059\r\n    stdout {\r\n        codec =&gt; rubydebug\r\n    }\r\n}\r\n<\/code><\/pre>\n<p>\u53ea\u5217\u51fa\u8a2d\u5b9a\u90e8\u5206\uff0c\u8a2d\u5b9a\u5b8c\u6210\u5f8c\u7684\u6a39\u72c0\u7d50\u69cb\u5982\u4e0b\u3002<\/p>\n<pre class=\"post-pre\"><code>LOGSTASH_HOME\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500bin\r\n\u2502      logstash.bat\r\n\u2502       \u30fb\u30fb\u30fb\u7701\u7565\r\n\u2502      \r\n\u251c\u2500config\r\n\u2502      jvm.options\r\n\u2502      log4j2.properties\r\n\u2502      logstash-sample.conf\r\n\u2502      logstash.yml\r\n\u2502      pipelines.yml\r\n\u2502      startup.options\r\n\u2502      csv-sample.conf  \u2605\u3053\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u65b0\u898f\u4f5c\u6210\r\n\u2502\r\n\u251c\u2500data\r\n\u251c\u2500jdk\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500lib\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500logstash-core\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500logstash-core-plugin-api\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500tools\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500vendor\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u2514\u2500x-pack\r\n     \u30fb\u30fb\u30fb\u7701\u7565\r\n<\/code><\/pre>\n<h2>\u542f\u52a8Logstash<\/h2>\n<p>\u5b8c\u6210\u8bbe\u7f6e\u548c\u793a\u4f8b\u6570\u636e\u540e\uff0c\u73b0\u5728\u5f00\u59cb\u542f\u52a8Logstash\u3002<br \/>\n\u4e00\u65e6\u542f\u52a8\uff0c\u5b83\u5c06\u7acb\u5373\u5f00\u59cb\u8bfb\u53d6\u6587\u4ef6\uff0c\u6240\u4ee5\u8bf7\u786e\u4fddElasticsearch\u5df2\u7ecf\u542f\u52a8\u3002<br \/>\n\u542f\u52a8\u65b9\u5f0f\u662f\u4f7f\u7528&#8221;logstash.bat&#8221;\uff0c\u5e76\u6307\u5b9a\u914d\u7f6e\u6587\u4ef6\u4f5c\u4e3a\u53c2\u6570\u3002<br \/>\n\u5728\u672c\u4f8b\u4e2d\uff0c\u6253\u5f00\u547d\u4ee4\u63d0\u793a\u7b26\uff0c\u5e76\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u3002<br \/>\n\u547d\u4ee4\uff1alogstash.bat -f ..\/config\/csv-sample.conf<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d454637434c4406ca2043\/68-1.jpeg\" alt=\"P007.jpg\" \/><\/div>\n<h2>\u6574\u7406Logstash<\/h2>\n<p>\u5173\u4e8eLogstash\u7684\u73af\u5883\u642d\u5efa\u548c\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5\u7684\u4ecb\u7ecd\u5c31\u5230\u8fd9\u91cc\u4e86\u3002<br \/>\n\u6211\u5c06\u603b\u7ed3\u4e00\u4e0b\u4e4b\u524d\u7684\u8981\u70b9\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u89e3\u51cd\u3059\u308b\u3060\u3051<\/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\">Json\u30e9\u30a4\u30af\u306b\u8a2d\u5b9a\u3092\u8ffd\u52a0<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">logstash.bat\u3067\u8d77\u52d5<\/ul>\n<p>\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u6211\u4eec\u5df2\u7ecf\u5efa\u7acb\u4e86\u4e00\u4e2a\u53ef\u4ee5\u5b58\u50a8\u65e5\u5fd7\u6570\u636e\u5e76\u8fdb\u884c\u6ce8\u518c\u7684\u6570\u636e\u5e93\u3002\u4ece\u4e0b\u4e00\u7ae0\u5f00\u59cb\uff0c\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u5229\u7528\u8fd9\u4e9b\u5b58\u50a8\u7684\u6570\u636e\u3002<\/p>\n<h1>Kibana: Kibana<\/h1>\n<h2>Kibana\u662f\u4ec0\u4e48\uff1f<\/h2>\n<p>\u8fd9\u662f\u4e00\u4e2a\u53ef\u4ee5\u5c06\u5b58\u50a8\u5728Elasticsearch\u4e2d\u7684\u6570\u636e\u53ef\u89c6\u5316\u7684\u56fe\u5f62\u7528\u6237\u754c\u9762\u5de5\u5177\u3002\u754c\u9762\u4f7f\u7528Web\u5e94\u7528\u7a0b\u5e8f\uff0c\u5e76\u4f7f\u7528\u6d4f\u89c8\u5668\u8bbf\u95ee\u3002\u5b83\u4f7f\u7528\u7684\u662fKQL\u8bed\u8a00\uff0c\u53ef\u4ee5\u641c\u7d22\u548c\u7ed8\u5236\u4efb\u4f55\u5b58\u50a8\u5728Elasticsearch\u4e2d\u7684\u6570\u636e\uff0c\u5305\u62ec\u901a\u8fc7Logstash\u5b58\u50a8\u7684\u65e5\u5fd7\u6570\u636e\u3002<\/p>\n<h2>\u642d\u5efaKibana\u73af\u5883\u3002<\/h2>\n<p>\u4ece\u8fd9\u91cc\u5f00\u59cb\u6784\u5efaKibana\u73af\u5883\u3002<\/p>\n<h3>\u4e0b\u8f7d<\/h3>\n<p>\u56e0\u4e3a\u5728\u524d\u4e00\u7ae0\u4e2d\u5df2\u7ecf\u4e0eElasticsearch\u4e00\u8d77\u4e0b\u8f7d\u4e86\uff0c\u6240\u4ee5\u8fd9\u91cc\u7701\u7565\u4e86\u76f8\u5173\u5185\u5bb9\u3002<\/p>\n<h3>\u5b89\u88c5<\/h3>\n<p>\u548c\u5176\u4ed6\u4ea7\u54c1\u4e00\u6837\uff0c\u53ea\u9700\u89e3\u538b\u4e0b\u8f7d\u7684\u6587\u4ef6\u3002<br \/>\n\u4f46\u662f\uff0c\u5728\u8fdb\u884c\u914d\u7f6e\u4e4b\u524d\u65e0\u6cd5\u542f\u52a8\u3002<br \/>\n\u9996\u5148\u6211\u4eec\u4f1a\u8fdb\u884c\u914d\u7f6e\u6587\u4ef6\u7684\u8bbe\u7f6e\uff0c\u4f46\u662f\u6211\u4eec\u4f1a\u5148\u5217\u51fa\u89e3\u538b\u540e\u7684\u76ee\u5f55\u6811\u3002<br \/>\n\u203b\u8fd9\u91cc\u540e\u7eed\u4f1a\u5c06\u89e3\u538b\u7684\u6587\u4ef6\u5939\u79f0\u4e3aKIBANA_HOME\u3002<\/p>\n<pre class=\"post-pre\"><code>KIBANA_HOME\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u2502\r\n\u251c\u2500bin\r\n\u2502      kibana-encryption-keys.bat\r\n\u2502      kibana-keystore.bat\r\n\u2502      kibana-plugin.bat\r\n\u2502      kibana.bat\r\n\u2502\r\n\u251c\u2500config\r\n\u2502      kibana.yml\r\n\u2502      node.options\r\n\u2502\r\n\u251c\u2500data\r\n\u251c\u2500node\r\n\u2502      node.exe\r\n\u2502\r\n\u251c\u2500node_modules\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u2502\r\n\u251c\u2500plugins\r\n\u251c\u2500src\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n<\/code><\/pre>\n<p>\u51e0\u4e4e\u662f\u6574\u4e2a\u7701\u7565\uff0c\u91cd\u8981\u7684\u53ea\u6709bin\u548cconfig\u3002<\/p>\n<h3>\u5f00\u673a\u524d\u7684\u8bbe\u7f6e<\/h3>\n<p>\u5982\u679cElasticsearch\u662f\u4f7f\u7528\u9ed8\u8ba4\u8bbe\u7f6e\u7684\u8bdd\uff0c\u51e0\u4e4e\u4e0d\u9700\u8981\u5bf9Kibana\u8fdb\u884c\u914d\u7f6e\u3002<br \/>\n\u4f46\u662f\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0c\u6240\u6709\u914d\u7f6e\u90fd\u88ab\u6ce8\u91ca\u6389\u4e86\uff0c\u6240\u4ee5\u9700\u8981\u53d6\u6d88\u6ce8\u91caElasticsearch\u7684\u4e3b\u673a\u548c\u7aef\u53e3\u3002<br \/>\n\u53ef\u4ee5\u7f16\u8f91\u4f4d\u4e8eKIBANA_HOME\\config\u76ee\u5f55\u4e0b\u7684kibana.yml\u6587\u4ef6\u3002<\/p>\n<p>\u25a0\u9700\u8981\u66f4\u6539\u7684\u6587\u4ef6\uff1aKIBANA_HOME\\config\\kibana.yml<\/p>\n<p>\u25a0\u7f16\u8f91\u7684\u5185\u5bb9<br \/>\n\u6062\u590dElasticsearch\u7684\u6ce8\u91ca\u529f\u80fd\u3002<br \/>\n\u6839\u636e\u9700\u8981\u4fee\u6539\u4e3b\u673a\u548c\u7aef\u53e3\u3002<br \/>\n#elasticsearch.hosts: [&#8220;http:\/\/localhost:9200&#8221;]<br \/>\n\u2193<br \/>\nelasticsearch.hosts: [&#8220;http:\/\/localhost:9200&#8221;]<\/p>\n<pre class=\"post-pre\"><code>elasticsearch.hosts: [\"http:\/\/localhost:9200\"]\r\n<\/code><\/pre>\n<h3>\u542f\u52a8Kibana<\/h3>\n<p>\u53ea\u9700\u8981\u542f\u52a8\u6279\u5904\u7406\u6587\u4ef6\u5c31\u53ef\u4ee5\u4e86\u3002<br \/>\n\u4e0eLogstash\u4e00\u6837\uff0c\u4e5f\u8981\u542f\u52a8Elasticsearch\u3002<br \/>\n\u4f7f\u7528KIBANA_HOME\\bin\\kibana.bat\uff0c\u5e76\u7acb\u5373\u542f\u52a8\u5b83\u3002<br \/>\n\u203b\u7531\u4e8e\u8f93\u51fa\u592a\u591a\uff0c\u7701\u7565\u4e86\u63a7\u5236\u53f0\u56fe\u50cf\u3002<\/p>\n<h3>\u8bbf\u95eeKibana<\/h3>\n<p>\u5f53\u63a7\u5236\u53f0\u663e\u793a\u51fa\u957f\u5b57\u7b26\u4e32\u5e76\u4e14\u5373\u5c06\u8fd0\u884c\u65f6\uff0c\u8ba9\u6211\u4eec\u4ece\u6d4f\u89c8\u5668\u8bbf\u95eeKibana\u3002<br \/>\n\u9ed8\u8ba4\u8bbf\u95ee\u94fe\u63a5\u4e3a\u201chttp:\/\/localhost:5601\u201d\u3002<br \/>\n\u5982\u679c\u4e3b\u673a\u6216\u7aef\u53e3\u7b49\u6709\u66f4\u6539\uff0c\u8bf7\u9002\u5f53\u4fee\u6539\u3002<br \/>\n\u5982\u679c\u9875\u9762\u663e\u793a\u51fa\u6765\uff0c\u5219\u542f\u52a8\u5b8c\u6210\u3002<br \/>\n\u7b2c\u4e00\u6b21\u5c06\u663e\u793a\u6b22\u8fce\u9875\uff0c\u4f46\u4e4b\u540e\u5219\u4e0d\u518d\u663e\u793a\u3002<br \/>\n\u8fd9\u91cc\u7701\u7565\u4e86\uff0c\u4f46\u4e5f\u6709\u6559\u7a0b\uff0c\u5982\u679c\u60a8\u611f\u5174\u8da3\uff0c\u8bf7\u5c1d\u8bd5\u4e00\u4e0b\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d454637434c4406ca2043\/93-0.jpeg\" alt=\"P009.jpg\" \/><\/div>\n<h3>\u540e\u7eed\u7684\u64cd\u4f5c<\/h3>\n<p>\u8ba9\u6211\u4eec\u7acb\u523b\u5f00\u59cb\u4f7f\u7528\u5427\u3002<br \/>\n\u9996\u5148\uff0c\u4ece\u201c\u81ea\u884c\u63a2\u7d22\u201d\u6309\u94ae\u5f00\u59cb\u7ee7\u7eed\u524d\u8fdb\u3002<br \/>\n\u5c06\u4f1a\u8f6c\u5230\u4e3b\u9875\u5c4f\u5e55\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d454637434c4406ca2043\/96-0.jpeg\" alt=\"P010.jpg\" \/><\/div>\n<h3>\u5b9a\u5236\u5316<\/h3>\n<p>\u7ec8\u4e8e\u5230\u4e86\u6b63\u5f0f\u7684\u65f6\u95f4\u3002<br \/>\n\u6211\u5c06\u5f00\u59cb\u6309\u7167\u81ea\u5df1\u7684\u559c\u597d\u81ea\u5b9a\u4e49Kibana\u3002<\/p>\n<h4>\u521b\u5efa\u7d22\u5f15\u6a21\u5f0f<\/h4>\n<p>\u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u4eceKibana\u8bfb\u53d6Elasticsearch\u7684\u6570\u636e\u3002<br \/>\n\u4e3a\u6b64\uff0c\u9996\u5148\u9700\u8981\u521b\u5efa\u4e00\u4e2a\u79f0\u4e3a\u7d22\u5f15\u6a21\u5f0f\u7684\u4e1c\u897f\uff0c\u4f46\u662f\u5f88\u591a\u6587\u7ae0\u90fd\u7701\u7565\u4e86\u8fd9\u4e2a\u6b65\u9aa4\uff0c\u4f5c\u8005\u5728\u8fd9\u91cc\u9047\u5230\u4e86\u56f0\u96be\u3002<br \/>\n\u5728\u5404\u79cd\u6587\u7ae0\u4e2d\uff0c\u5f53\u4f60\u70b9\u51fb&#8221;here&#8221;\u94fe\u63a5\u65f6\u4f1a\u6709\u4e00\u53e5\u8bdd\uff0c\u60a8\u73b0\u5728\u770b\u7684\u5c4f\u5e55\u5e94\u8be5\u5f88\u6e05\u695a\u3002<br \/>\n\u662f\u7684\uff0c\u5b83\u4e0d\u5b58\u5728\u3002<br \/>\n&#8220;\u4e0d\uff0c\u4e0d\u5b58\u5728\uff01&#8221;\u662f\u7684\u3002<br \/>\n\u5728\u5230\u8fbe\u8fd9\u91cc\u4e4b\u524d\u82b1\u4e86\u5f88\u591a\u65f6\u95f4&#8230;<br \/>\n\u597d\u7684\uff0c\u91cd\u65b0\u96c6\u4e2d\u7cbe\u529b\u521b\u5efa\u7d22\u5f15\u6a21\u5f0f\u3002<br \/>\n\u4ece\u8fd9\u91cc\u5f00\u59cb\uff0c\u6211\u4eec\u5c06\u5728Kibana\u7684\u754c\u9762\u4e0a\u8fdb\u884c\u4ecb\u7ecd\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d454637434c4406ca2043\/101-6.jpeg\" alt=\"P017.jpg\" \/><\/div>\n<h4>\u4f7f\u7528KQL\u8fdb\u884c\u641c\u7d22\u3002<\/h4>\n<p>\u73b0\u5728\u6211\u4eec\u5df2\u7ecf\u51c6\u5907\u597d\u5728Kibana\u4e0a\u67e5\u770b\u6570\u636e\u4e86\uff0c\u8ba9\u6211\u4eec\u5feb\u901f\u5f00\u59cb\u5427\u3002<br \/>\n\u9996\u5148\uff0c\u6211\u4eec\u5c06\u4f7f\u7528\u4e00\u79cd\u540d\u4e3aKQL\u7684\u641c\u7d22\u8bed\u8a00\u6765\u67e5\u770b\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d454637434c4406ca2043\/104-1.jpeg\" alt=\"P019.jpg\" \/><\/div>\n<h4>\u521b\u5efa\u4eea\u8868\u76d8 (Chuangjian yibiao pan)<\/h4>\n<p>\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u6211\u4eec\u5df2\u7ecf\u6210\u529f\u4f7f\u7528Kibana\u4eceElasticsearch\u4e2d\u68c0\u7d22\u6ce8\u518c\u7684\u6570\u636e\u3002<br \/>\n\u7136\u800c\uff0c\u5728\u8fd9\u79cdJson\u7684\u72b6\u6001\u4e0b\uff0cGUI\u5de5\u5177\u5e76\u6ca1\u6709\u610f\u4e49\u3002<br \/>\n\u56e0\u6b64\uff0c\u6211\u4eec\u9700\u8981\u521b\u5efa\u4eea\u8868\u677f\u8fdb\u884c\u53ef\u89c6\u5316\u5c55\u793a\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d454637434c4406ca2043\/107-9.jpeg\" alt=\"P029.jpg\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d454637434c4406ca2043\/108-0.jpeg\" alt=\"P030.jpg\" \/><\/div>\n<h2>Kibana\u6458\u8981<\/h2>\n<p>\u4ee5\u4e0b\u662f Kibana \u7684\u57fa\u672c\u4ecb\u7ecd\u3002\u6211\u4f1a\u5c06\u8981\u70b9\u603b\u7ed3\u5982\u4e0b\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u89e3\u51cd\u3059\u308b\u3060\u3051<\/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\">\u8a2d\u5b9a\u3067\u306fElasticsearch\u306e\u8a2d\u5b9a\u3092\u30b3\u30e1\u30f3\u30c8\u3092\u5fa9\u6d3b\u3055\u305b\u308b<\/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\">\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u30d1\u30bf\u30fc\u30f3\u3092\u4f5c\u6210\u3059\u308b<\/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\">KQL\u3067\u30c7\u30fc\u30bf\u3092\u95b2\u89a7\u53ef\u80fd<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u306e\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u304c\u53ef\u80fd<\/ul>\n<p>\u73b0\u5728\uff0cKibana\u7684\u4ecb\u7ecd\u5c31\u5230\u8fd9\u91cc\u7ed3\u675f\u4e86\uff0c\u4ee5\u4e0a\u5c31\u662fELK Stack\u6240\u4f7f\u7528\u7684\u4ea7\u54c1\u7684\u4ecb\u7ecd\u3002<br \/>\n\u53ea\u8981\u4e86\u89e3\u4e86\u8fd9\u4e9b\u8981\u7d20\uff0c\u5c31\u53ef\u4ee5\u505a\u5f88\u591a\u4e8b\u60c5\u4e86\u3002<br \/>\n\u63a5\u4e0b\u6765\u7684\u7ae0\u8282\u662f\u989d\u5916\u90e8\u5206\uff0c\u5bf9\u4e8e\u4e0d\u4e86\u89e3\u4e5f\u6ca1\u5173\u7cfb\uff0c\u4f46\u4e86\u89e3\u7684\u8bdd\u53ef\u80fd\u4f1a\u66f4\u65b9\u4fbf\u3002<br \/>\n\u5982\u679c\u60a8\u611f\u5174\u8da3\uff0c\u8bf7\u7ee7\u7eed\u9605\u8bfb\u81f3\u6700\u540e\u3002<\/p>\n<h1>\u4ece\u591a\u4e2a\u8fdc\u7a0b\u670d\u52a1\u5668\u6536\u96c6\u548c\u5b58\u50a8\u65e5\u5fd7\u8fdb\u884c\u5c1d\u8bd5<\/h1>\n<p>\u6211\u662fExtra\u7f16\u8f91\u3002<br \/>\n\u5728\u8fd9\u91cc\uff0c\u6211\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u4ea7\u54c1Filebeat\u4ece\u591a\u4e2a\u8fdc\u7a0b\u670d\u52a1\u5668\u6536\u96c6\u548c\u5b58\u50a8\u65e5\u5fd7\u3002<\/p>\n<h2>Filebeat\u662f\u4ec0\u4e48<\/h2>\n<p>\u8fd9\u662f\u4e00\u4e2a\u53ef\u4ee5\u76d1\u89c6\u6587\u4ef6\u5e76\u63d0\u53d6\u6570\u636e\u7684\u5de5\u5177\u3002<br \/>\n\u4f60\u53ef\u80fd\u4f1a\u95ee\uff0c\u5b83\u548cLogstash\u6709\u4ec0\u4e48\u533a\u522b\u5462\uff1f\u7b46\u8005\u4e5f\u4e0d\u592a\u6e05\u695a\u3002<br \/>\n\u6839\u636e\u4ecb\u7ecd\u6587\u7ae0\u770b\uff0cFilebeat\u4f3c\u4e4e\u66f4\u8f7b\u91cf\u4e00\u4e9b\u3002<br \/>\n\u4f46\u4e0e\u6b64\u540c\u65f6\uff0c\u5b83\u4e0d\u80fd\u50cfLogstash\u90a3\u6837\u505a\u5f88\u591a\u4e8b\u60c5\u3002<br \/>\n\u5982\u679c\u4f60\u60f3\u4ece\u591a\u4e2a\u670d\u52a1\u5668\u6536\u96c6\u548c\u5206\u6790\u65e5\u5fd7\uff0c\u4f7f\u7528Filebeat\u4f3c\u4e4e\u662f\u5f88\u6d41\u884c\u7684\u9009\u62e9\u54e6\u3002<br \/>\n\u5982\u679c\u4f60\u53ea\u662f\u60f3\u6536\u96c6\u67d0\u4e2a\u670d\u52a1\u5668\u4e0a\u7684\u65e5\u5fd7\uff0c\u90a3\u4e48\u76f4\u63a5\u5728\u8be5\u670d\u52a1\u5668\u4e0a\u5b89\u88c5Logstash\u5c31\u53ef\u4ee5\u4e86\uff0c\u4f46\u6211\u60f3\u5c1d\u8bd5\u4f7f\u7528Filebeat\u6765\u6536\u96c6\u591a\u4e2a\u65e5\u5fd7\u5e76\u6295\u5165\u5230Logstash\u548cElasticsearch\u4e2d\u3002<\/p>\n<h2>Filebeat\u548cLogstash\u7684\u534f\u4f5c<\/h2>\n<p>\u9996\u5148\uff0c\u6839\u636e\u4ee5\u4e0a\u8bf4\u660e\uff0c\u6211\u4eec\u5c06\u5728\u8fd9\u91cc\u4f7fFilebeat\u4e0eLogstash\u8fdb\u884c\u534f\u540c\u914d\u5408\u3002<br \/>\n\u9996\u5148\uff0c\u6211\u4eec\u5c06\u642d\u5efaFilebeat\u7684\u6267\u884c\u73af\u5883\u3002<\/p>\n<h2>\u69cb\u5efaFilebeat\u74b0\u5883<\/h2>\n<h3>\u8bf7\u4e0b\u8f7dFilebeat\u3002<\/h3>\n<p>\u4ece\u4e0eElasticsearch\u76f8\u540c\u7684\u7f51\u9875\u4e0a\u4e0b\u8f7dFilebeat\u7684Zip\u7248\u3002\u5c3d\u7ba1\u8fd8\u6709\u5b89\u88c5\u7248\uff0c\u4f46\u4e2a\u4eba\u63a8\u8350\u4f7f\u7528Zip\u7248\uff0c\u56e0\u4e3a\u53ea\u9700\u89e3\u538b\u5373\u53ef\u5b89\u88c5\uff0c\u65e0\u9700\u4f7f\u7528\u5b89\u88c5\u7a0b\u5e8f\u3002\u63a5\u4e0b\u6765\u7684\u5185\u5bb9\u5c06\u4ee5Zip\u7248\u4e3a\u524d\u63d0\u8fdb\u884c\u8bf4\u660e\u3002<\/p>\n<h3>\u5b89\u88dd<\/h3>\n<p>\u8fd9\u4e2a\u4e5f\u8ddf\u5176\u4ed6\u7684\u4ea7\u54c1\u4e00\u6837\uff0c\u53ea\u9700\u8981\u89e3\u538bZip\u6587\u4ef6\u3002<br \/>\n\u89e3\u538b\u540e\u7684\u6587\u4ef6\u6811\u5217\u8868\u5982\u4e0b\u3002<br \/>\n\u8fd9\u4e2a\u4e5f\u5c06\u89e3\u538b\u540e\u7684\u6587\u4ef6\u5939\u8bbe\u4e3aFILEBEAT_HOME\u3002<\/p>\n<pre class=\"post-pre\"><code>FILEBEAT_HOME\r\n\u2502  .build_hash.txt\r\n\u2502  fields.yml\r\n\u2502  filebeat.exe\r\n\u2502  filebeat.reference.yml\r\n\u2502  filebeat.yml\r\n\u2502  install-service-filebeat.ps1\r\n\u2502  LICENSE.txt\r\n\u2502  NOTICE.txt\r\n\u2502  README.md\r\n\u2502  uninstall-service-filebeat.ps1\r\n\u2502\r\n\u251c\u2500kibana\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u2502\r\n\u251c\u2500module\r\n\u2502\r\n\u2514\u2500modules.d\r\n     \u30fb\u30fb\u30fb\u7701\u7565\r\n<\/code><\/pre>\n<h3>Filebeat\u7684\u914d\u7f6e\u8bbe\u7f6e<\/h3>\n<p>\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u5c06\u8fdb\u884c\u6587\u4ef6\u8bfb\u53d6\u8bbe\u7f6e\u548c\u63d0\u53d6\u7684\u65e5\u5fd7\u8f93\u51fa(Logstash)\u7684\u8bbe\u7f6e\u3002<br \/>\n\u6837\u672c\u6587\u4ef6\u5c06\u7a0d\u540e\u51c6\u5907\uff0c\u73b0\u5728\u5f00\u59cb\u8fdb\u884cFilebeat\u7684\u8bbe\u7f6e\u3002<br \/>\n\u8981\u66f4\u6539\u7684\u6587\u4ef6\u662f &#8220;FILEBEAT_HOME\\filebeat.yml&#8221;\u3002<br \/>\n\u7531\u4e8e\u8be5\u6587\u4ef6\u51e0\u4e4e\u5168\u90e8\u88ab\u6ce8\u91ca\u6389\u4e86\uff0c\u56e0\u6b64\u53ea\u9700\u53d6\u6d88\u5fc5\u8981\u90e8\u5206\u7684\u6ce8\u91ca\u5e76\u4fee\u6539\u5185\u5bb9\u3002<br \/>\n\u7531\u4e8e\u4e0d\u77e5\u4f55\u6545\u53ea\u542f\u7528\u4e86\u5c06\u8f93\u51fa\u53d1\u9001\u5230Elasricsearch\u7684\u8bbe\u7f6e\uff0c\u6211\u4eec\u5c06\u5bf9\u8be5\u90e8\u5206\u8fdb\u884c\u6ce8\u91ca\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\">#output.elasticsearch:<\/span>\r\n  <span class=\"c1\"># Array of hosts to connect to.<\/span>\r\n  <span class=\"c1\">#hosts: [\"localhost:9200\"]<\/span>\r\n\r\n<span class=\"c1\"># Logstash\u306e\u3068\u3053\u308d\u3092\u5fa9\u6d3b\u3057\u3001\u9069\u5b9c\u5909\u66f4\u3057\u307e\u3059\u3002<\/span>\r\n<span class=\"c1\"># ------------------------------ Logstash Output -------------------------------<\/span>\r\n<span class=\"na\">output.logstash<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"c1\"># The Logstash hosts<\/span>\r\n  <span class=\"na\">hosts<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">[<\/span><span class=\"s2\">\"<\/span><span class=\"s\">localhost:5044\"<\/span><span class=\"pi\">]<\/span>\r\n\r\n<span class=\"c1\"># \u8aad\u307f\u8fbc\u307e\u305b\u308b\u30d5\u30a1\u30a4\u30eb\u60c5\u5831\u3067\u3059\u3002<\/span>\r\n<span class=\"na\">filebeat.inputs<\/span><span class=\"pi\">:<\/span>\r\n<span class=\"pi\">-<\/span> <span class=\"na\">input_type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">log<\/span>\r\n  <span class=\"na\">paths<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"c1\"># \u5f8c\u7a0b\u4f5c\u6210\u3059\u308b\u30b5\u30f3\u30d7\u30eb\u30d5\u30a1\u30a4\u30eb\u3067\u3059\u3002<\/span>\r\n    <span class=\"pi\">-<\/span> <span class=\"s\">C:\/Users\/tarosa\/Elastic\/sample\/log\/log-sample.log<\/span>\r\n<\/code><\/pre>\n<h3>\u51c6\u5907\u6837\u672c\u65e5\u5fd7<\/h3>\n<p>\u867d\u7136\u4f7f\u7528\u4e0eLogstash\u76f8\u540c\u7684CSV\u6587\u4ef6\u4e5f\u53ef\u4ee5\uff0c\u4f46\u5b9e\u9645\u7684\u65e5\u5fd7\u901a\u5e38\u662f\u4ee5\u6587\u672c\u5f62\u5f0f\u5448\u73b0\u7684\uff0c\u5f88\u5c11\u80fd\u6574\u9f50\u5730\u4ee5\u9017\u53f7\u5206\u9694\u3002\u91cd\u590d\u505a\u540c\u6837\u7684\u4e8b\u60c5\u6ca1\u6709\u610f\u601d\uff0c\u6240\u4ee5\u6211\u60f3\u4f7f\u7528\u81ea\u5b9a\u4e49\u7684\u6587\u4ef6\u683c\u5f0f\u3002<\/p>\n<pre class=\"post-pre\"><code>2022-02-20 10:00:00.000 [Thread1] DEBUG \u51e6\u7406\u958b\u59cb\r\n2022-02-20 10:01:23.456 [Thread1] INFO \u51e6\u7406\u958b\u59cb\u3092\u958b\u59cb\u3057\u307e\u3059\u3002\r\n2022-02-20 10:02:34.678 [Thread2] ERROR \u30b5\u30f3\u30d7\u30eb\u306e\u30a8\u30e9\u30fc1\u3067\u3059\u3002\r\n2022-02-20 10:02:35.000 [Thread2] ERROR \u30b5\u30f3\u30d7\u30eb\u306e\u30a8\u30e9\u30fc2\u3067\u3059\u3002\r\n2022-02-20 10:05:00.000 [Thread1] DEBUG \u51e6\u7406\u7d42\u4e86\r\n2022-02-20 10:06:00.000 [Thread1] INFO \u51e6\u7406\u7d42\u4e86\u3092\u7d42\u4e86\u3057\u307e\u3059\u3002\r\n2022-02-20 10:06:01.000 [Thread1] WARN Thread2\u3067\u30a8\u30e9\u30fc\u304c\u3042\u308a\u307e\u3057\u305f\u3002\r\n<\/code><\/pre>\n<p>\u8fd9\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u683c\u5f0f\uff0c\u4f46\u8fd9\u6b21\u6211\u4eec\u5c06\u4f7f\u7528\u8fd9\u4e2a\u4f5c\u4e3a\u793a\u4f8b\u3002<\/p>\n<h3>\u914d\u7f6eLogstash<\/h3>\n<p>\u7531\u4e8e\u4f7f\u7528Logstash\u8fdb\u884c\u65e5\u5fd7\u5206\u6790\u548c\u5bfc\u5165\uff0c\u56e0\u6b64\u8fd8\u9700\u8981\u8bbe\u7f6eLogstash\u3002\u5728\u4fdd\u6301\u5148\u524d\u4f7f\u7528\u7684CSV\u8bbe\u7f6e\u4e0d\u53d8\u7684\u57fa\u7840\u4e0a\uff0c\u6211\u4eec\u5c06\u6dfb\u52a0\u5bfc\u5165\u591a\u4e2a\u65e5\u5fd7\u7684\u8bbe\u7f6e\u3002\u603b\u5171\u67093\u4ef6\u4e8b\u8981\u505a\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30aa\u30ea\u30b8\u30ca\u30eb\u30d1\u30bf\u30fc\u30f3\u306e\u5b9a\u7fa9\u30d5\u30a1\u30a4\u30eb\u3092\u8ffd\u52a0<\/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\">\u8ffd\u52a0\u3057\u305f\u30d1\u30bf\u30fc\u30f3\u3092\u4f7f\u7528\u3057\u305f\u53d6\u308a\u8fbc\u307f\u8a2d\u5b9a\u3092\u8ffd\u52a0<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Logstash\u306b\u8907\u6570\u30d5\u30a1\u30a4\u30eb\u3092\u53d6\u308a\u8fbc\u3081\u308b\u3088\u3046\u306b\u8a2d\u5b9a\u3092\u8ffd\u52a0<\/ul>\n<h4>\u539f\u59cb\u6a21\u5f0f\u7684\u5b9a\u4e49\u6587\u4ef6<\/h4>\n<p>\u9996\u5148\uff0c\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u7528\u4e8e\u89e3\u6790\u539f\u59cb\u683c\u5f0f\u7684\u6a21\u5f0f\u5b9a\u4e49\u6587\u4ef6\u3002<br \/>\n\u5728\u300cLOGSTASH_HOME\\config\u300d\u76ee\u5f55\u4e0b\u521b\u5efa\u4ee5\u4e0b\u6587\u4ef6\u3002<br \/>\nLogstash\u7684\u6a21\u5f0f\u9075\u5faa\u4ee5\u4e0b\u89c4\u5219\u8fdb\u884c\u5b9a\u4e49\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30d1\u30bf\u30fc\u30f3\u306e\u5b9a\u7fa9\u306f\u6b63\u898f\u8868\u73fe\u3092\u4f7f\u7528\u3059\u308b<\/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\">\u30d5\u30a1\u30a4\u30eb\u62e1\u5f35\u5b50\u306f\u300c.d\u300d\u3068\u3059\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306f\u300c\u30d1\u30bf\u30fc\u30f3\u540d \u30d1\u30bf\u30fc\u30f3\u3092\u62fe\u3046\u305f\u3081\u306e\u6b63\u898f\u8868\u73fe\u300d\u3068\u3059\u308b<\/ul>\n<p>\u8fd9\u6b21\u6211\u4eec\u5c06\u6dfb\u52a0\u65b0\u7684\u5b9a\u4e49\uff0c\u4f46\u662f\u7531\u4e8eLogstash\u9ed8\u8ba4\u5df2\u7ecf\u5b9a\u4e49\u4e86\u53ef\u7528\u4e8e\u6a21\u5f0f\u7684\u6b63\u5219\u8868\u8fbe\u5f0f\uff0c\u6240\u4ee5\u5728\u521b\u5efa\u6a21\u5f0f\u5b9a\u4e49\u65f6\uff0c\u60a8\u4e5f\u53ef\u4ee5\u4f7f\u7528\u9884\u5b9a\u4e49\u7684\u6a21\u5f0f\u3002<\/p>\n<pre class=\"post-pre\"><code>LOG_DATETIME (\\d{4})-(\\d{2})-(\\d{2}) (\\d{2}):(\\d{2}):(\\d{2})\\.(\\d{3})\r\nTHREAD_NAME \\[.*\\]\r\nSAMPLE_LOG_PATTERN %{LOG_DATETIME:logdate} %{THREAD_NAME:thread} %{LOGLEVEL:level} %{GREEDYDATA:logmessage}\r\n<\/code><\/pre>\n<h4>\u6dfb\u52a0\u5bfc\u5165\u8bbe\u7f6e<\/h4>\n<p>\u548cCSV\u6837\u672c\u4e00\u6837\uff0c\u8981\u8fdb\u884cLogstash\u7684\u5bfc\u5165\u8bbe\u7f6e\u3002<br \/>\n\u5728&#8221;LOGSTASH_HOME \\ config&#8221;\u4e0b\uff0c\u6dfb\u52a0\u4e00\u4e2a\u7528\u4e8e\u4eceFilebeat\u8bfb\u53d6\u65e5\u5fd7\u7684\u914d\u7f6e\u6587\u4ef6\u3002<br \/>\n\u8fd9\u6b21\u4e0d\u4ec5\u5b9a\u4e49\u4e86\u65e5\u5fd7\u5bfc\u5165\uff0c\u8fd8\u8fdb\u884c\u4e86\u7528\u4e8e\u8bfb\u53d6\u591a\u4e2a\u6587\u4ef6\u7684\u8bbe\u7f6e\u3002<\/p>\n<h5>\u5bfc\u5165\u793a\u4f8b\u65e5\u5fd7\u7684\u914d\u7f6e<\/h5>\n<pre class=\"post-pre\"><code># Sample Logstash configuration for creating a simple\r\n# Beats -&gt; Logstash -&gt; Elasticsearch pipeline.\r\ninput {\r\n    # \u5165\u529b\u306e\u30bd\u30fc\u30b9\u306fFilebeat\u3092\u4f7f\u3046\u306e\u3067\u3001beats\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\r\n    beats {\r\n        port =&gt; \"5044\"\r\n    }\r\n}\r\n\r\nfilter {\r\n    # \u5165\u529b\u3057\u305f\u6587\u5b57\u5217\u306e\u89e3\u6790\u306b\u306fGrok\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\r\n    grok {\r\n        # \u30d1\u30bf\u30fc\u30f3\u30d5\u30a1\u30a4\u30eb\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306f\u3001\u5148\u307b\u3069\u4f5c\u6210\u3057\u305f\u30d1\u30bf\u30fc\u30f3\u30d5\u30a1\u30a4\u30eb\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\r\n        # \u3053\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u540c\u3058\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u3042\u308b\u30d5\u30a1\u30a4\u30eb\u306b\u3001\u300c..\/\u300d\u3092\u4ed8\u52a0\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u8aad\u307f\u8fbc\u307f\u306fLogstash\u3092\u5b9f\u884c\u3057\u305f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u76f8\u5bfe\u30d1\u30b9\u3068\u306a\u308b\u304b\u3089\u3067\u3059\u3002\r\n        # \u3053\u3061\u3089\u306f\u30b5\u30f3\u30d7\u30eb\u3068\u3057\u3066\u76f8\u5bfe\u30d1\u30b9\u3092\u4f7f\u7528\u3057\u307e\u3059\u304c\u3001\u5fc5\u8981\u306a\u3051\u308c\u3070\u7d76\u5bfe\u30d1\u30b9\u3092\u6307\u5b9a\u3059\u308b\u306e\u304c\u7121\u96e3\u3067\u3059\u3002\r\n        patterns_dir =&gt; [\"..\/config\/log-sample.d\"]\r\n        # message\u306f\u30d1\u30bf\u30fc\u30f3\u30d5\u30a1\u30a4\u30eb\u306b\u5b9a\u7fa9\u3057\u305f\u3082\u306e\u3092\u306bmatch\u3055\u305b\u307e\u3059\u3002\r\n        match =&gt; {\"message\" =&gt; \"%{SAMPLE_LOG_PATTERN}\"}\r\n    }\r\n}\r\n\r\noutput {\r\n    elasticsearch {\r\n        hosts =&gt; [\"http:\/\/localhost:9200\"]\r\n        index =&gt; \"filebeat-log-sample\"\r\n    }\r\n\r\n    stdout {\r\n        codec =&gt; rubydebug\r\n    }\r\n}\r\n<\/code><\/pre>\n<h5>\u7ba1\u9053\u914d\u7f6e<\/h5>\n<p>\u4e3a\u4e86\u540c\u65f6\u5bfc\u5165\u591a\u4e2a\u65e5\u5fd7\uff0c\u9700\u8981\u6dfb\u52a0\u7ba1\u9053\u8bbe\u7f6e\u3002<br \/>\n\u5728Logstash\u4e2d\uff0c\u5c06\u8f93\u5165\u6d41\u5f62\u8c61\u5730\u79f0\u4e3a&#8221;\u7ba1\u9053&#8221;\u3002<br \/>\n\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u7528\u4e8eCSV\u5bfc\u5165\u7684\u7ba1\u9053\u548c\u4e00\u4e2a\u7528\u4e8e\u4eceFilebeat\u63a5\u6536\u65e5\u5fd7\u7684\u7ba1\u9053\u3002<br \/>\n\u8981\u5b9a\u4e49\u7ba1\u9053\uff0c\u9700\u8981\u7f16\u8f91&#8221;LOGSTASH_HOME\\config\\pipelines.yml&#8221;\u3002<br \/>\n\u6b64\u6587\u4ef6\u4e2d\u7684\u6240\u6709\u5185\u5bb9\u6700\u521d\u90fd\u88ab\u6ce8\u91ca\u6389\uff0c\u6240\u4ee5\u53ea\u9700\u8981\u53d6\u6d88\u6ce8\u91ca\u5e76\u7f16\u8f91\u6240\u9700\u7684\u90e8\u5206\u3002<br \/>\n\u7531\u4e8e\u5185\u5bb9\u592a\u591a\uff0c\u6240\u4ee5\u53ea\u6458\u5f55\u5fc5\u8981\u7684\u90e8\u5206\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\"># CSV\u30b5\u30f3\u30d7\u30eb\u7528\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/span>\r\n <span class=\"pi\">-<\/span> <span class=\"na\">pipeline.id<\/span><span class=\"pi\">:<\/span> <span class=\"s\">csv-sample<\/span>\r\n   <span class=\"na\">pipeline.workers<\/span><span class=\"pi\">:<\/span> <span class=\"m\">1<\/span>\r\n   <span class=\"na\">pipeline.batch.size<\/span><span class=\"pi\">:<\/span> <span class=\"m\">1<\/span>\r\n<span class=\"c1\"># \u3053\u3053\u3067\u8a73\u7d30\u306f\u6307\u5b9a\u305b\u305a\u3001\u5148\u307b\u3069\u5b9a\u7fa9\u3057\u305f\u8a2d\u5b9a\u3092\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002<\/span>\r\n<span class=\"c1\">#   config.string: \"input { generator {} } filter { sleep { time =&gt; 1 } } output { stdout { codec =&gt; dots } }\"<\/span>\r\n<span class=\"c1\"># \u3053\u3053\u3067\u3082\u76f8\u5bfe\u30d1\u30b9\u3092\u6307\u5b9a\u3059\u308b\u5834\u5408\u306f\u300c..\/\u300d\u3092\u4ed8\u52a0\u3057\u307e\u3059\u3002<\/span>\r\n   <span class=\"na\">path.config<\/span><span class=\"pi\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">..\/config\/csv-sample.conf\"<\/span>\r\n\r\n<span class=\"c1\"># Filebeat\u7528\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/span>\r\n <span class=\"pi\">-<\/span> <span class=\"na\">pipeline.id<\/span><span class=\"pi\">:<\/span> <span class=\"s\">filebeat-log-sample<\/span>\r\n   <span class=\"na\">queue.type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">persisted<\/span>\r\n   <span class=\"na\">path.config<\/span><span class=\"pi\">:<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">..\/config\/filebeat-log-sample.conf\"<\/span>\r\n<\/code><\/pre>\n<h5>\u5b8c\u5168\u8bbe\u7f6e\u4e4b\u540e\u7684\u6811\u7ed3\u6784<\/h5>\n<p>\u521a\u521a\u7684\u6811\u4e0a\uff0c\u65b0\u521b\u5efa\u7684\u6587\u4ef6\u589e\u52a0\u4e86\u3002<\/p>\n<pre class=\"post-pre\"><code>LOGSTASH_HOME\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500bin\r\n\u2502      logstash.bat\r\n\u2502       \u30fb\u30fb\u30fb\u7701\u7565\r\n\u2502      \r\n\u251c\u2500config\r\n\u2502      jvm.options\r\n\u2502      log4j2.properties\r\n\u2502      logstash-sample.conf\r\n\u2502      logstash.yml\r\n\u2502      pipelines.yml             \u2605\u3053\u3053\u306f\u7de8\u96c6\r\n\u2502      startup.options\r\n\u2502      csv-sample.conf\r\n\u2502      log-sample.d              \u2605\u3053\u3053\u306b\u8ffd\u52a0\r\n\u2502      filebeat-log-sample.conf  \u2605\u3053\u3053\u306b\u8ffd\u52a0\r\n\u2502\r\n\u251c\u2500data\r\n\u251c\u2500jdk\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500lib\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500logstash-core\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500logstash-core-plugin-api\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500tools\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u251c\u2500vendor\r\n\u2502   \u30fb\u30fb\u30fb\u7701\u7565\r\n\u2514\u2500x-pack\r\n     \u30fb\u30fb\u30fb\u7701\u7565\r\n<\/code><\/pre>\n<h3>\u542f\u52a8<\/h3>\n<p>\u7ec8\u4e8e\u542f\u52a8\u73af\u5883\u3002<br \/>\nElasticsearch\u4e0e\u4e4b\u524d\u4e00\u6837\uff0c\u4f46\u662fLogstash\u7684\u542f\u52a8\u547d\u4ee4\u7a0d\u6709\u4e0d\u540c\uff0c\u8bf7\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u3002<br \/>\n\u547d\u4ee4\uff1alogstash.bat &#8211;path.settings ..\/config<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d454637434c4406ca2043\/152-2.jpeg\" alt=\"P033.jpg\" \/><\/div>\n<h3>\u5728Kibana\u4e0a\u67e5\u770b<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d454637434c4406ca2043\/154-0.jpeg\" alt=\"P034.jpg\" \/><\/div>\n<h1>\u6700\u540e<\/h1>\n<p>\u975e\u5e38\u611f\u8c22\u60a8\u9605\u8bfb\u5b8c\u8fd9\u7bc7\u957f\u7bc7\u6587\u7ae0\u3002<br \/>\nELKStack\u662f\u4e00\u4e2a\u80fd\u591f\u4f7f\u65e5\u5fd7\u5206\u6790\u7b49\u5404\u79cd\u5de5\u4f5c\u53d8\u5f97\u66f4\u8f7b\u677e\u7684\u5de5\u5177\u3002<br \/>\n\u672c\u6587\u4ecb\u7ecd\u4e86\u5176\u4e2d\u7684\u4e00\u90e8\u5206\u4e16\u754c\u3002<br \/>\n\u5982\u679c\u6709\u54ea\u6015\u4e00\u4e2a\u4eba\u80fd\u591f\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e2a\u4ea7\u54c1\u6765\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\uff0c\u8bf7\u76f8\u4fe1\u4f5c\u4e3a\u4f5c\u8005\uff0c\u6211\u5c06\u4f1a\u975e\u5e38\u9ad8\u5174\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9996\u5148 \u6700\u8fd1\u6211\u7814\u7a76\u4e86\u4e00\u4e0bELKStack\u8fd9\u4e2a\u4e1c\u897f\uff0c\u4f46\u662f\u56e0\u4e3a\u627e\u4e0d\u5230\u80fd\u591f\u89e3\u51b3\u95ee\u9898\u7684\u6587\u7ae0\uff0c\u6240\u4ee5\u6211\u6253\u7b97\u7559\u4e2a\u5907\u5fd8\u3002 \u53ef\u80fd\u662f [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-41231","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\u7ed9\u8d85\u7ea7\u521d\u5b66\u8005\u7684\u3011ELK Stack\u8d85\u65b0\u624b\u5165\u95e8\u6307\u5357\uff082021\u5e74\u7248\u672c\uff09 - 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\u7ed9\u8d85\u7ea7\u521d\u5b66\u8005\u7684\u3011elk-stack\u8d85\u65b0\u624b\u5165\u95e8\u6307\u5357\uff082021\u5e74\u7248\u672c\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u3010\u7ed9\u8d85\u7ea7\u521d\u5b66\u8005\u7684\u3011ELK Stack\u8d85\u65b0\u624b\u5165\u95e8\u6307\u5357\uff082021\u5e74\u7248\u672c\uff09\" \/>\n<meta property=\"og:description\" content=\"\u9996\u5148 \u6700\u8fd1\u6211\u7814\u7a76\u4e86\u4e00\u4e0bELKStack\u8fd9\u4e2a\u4e1c\u897f\uff0c\u4f46\u662f\u56e0\u4e3a\u627e\u4e0d\u5230\u80fd\u591f\u89e3\u51b3\u95ee\u9898\u7684\u6587\u7ae0\uff0c\u6240\u4ee5\u6211\u6253\u7b97\u7559\u4e2a\u5907\u5fd8\u3002 \u53ef\u80fd\u662f [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u3010\u7ed9\u8d85\u7ea7\u521d\u5b66\u8005\u7684\u3011elk-stack\u8d85\u65b0\u624b\u5165\u95e8\u6307\u5357\uff082021\u5e74\u7248\u672c\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2024-02-21T12:30:30+00:00\" 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