{"id":40877,"date":"2023-08-31T06:54:04","date_gmt":"2024-02-12T14:46:25","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%88%91%e5%b0%9d%e8%af%95%e5%88%86%e6%9e%90apm%e8%83%bd%e5%a4%9f%e5%af%b9elasticsearch%e6%9f%a5%e8%af%a2%e8%bf%9b%e8%a1%8c%e5%a4%9a%e5%b0%91%e7%a8%8b%e5%ba%a6%e7%9a%84%e5%88%86%e6%9e%90%e3%80%82\/"},"modified":"2024-04-30T20:53:40","modified_gmt":"2024-04-30T12:53:40","slug":"%e6%88%91%e5%b0%9d%e8%af%95%e5%88%86%e6%9e%90apm%e8%83%bd%e5%a4%9f%e5%af%b9elasticsearch%e6%9f%a5%e8%af%a2%e8%bf%9b%e8%a1%8c%e5%a4%9a%e5%b0%91%e7%a8%8b%e5%ba%a6%e7%9a%84%e5%88%86%e6%9e%90%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%88%91%e5%b0%9d%e8%af%95%e5%88%86%e6%9e%90apm%e8%83%bd%e5%a4%9f%e5%af%b9elasticsearch%e6%9f%a5%e8%af%a2%e8%bf%9b%e8%a1%8c%e5%a4%9a%e5%b0%91%e7%a8%8b%e5%ba%a6%e7%9a%84%e5%88%86%e6%9e%90%e3%80%82\/","title":{"rendered":"\u6211\u5c1d\u8bd5\u5206\u6790APM\u80fd\u591f\u5bf9Elasticsearch\u67e5\u8be2\u8fdb\u884c\u591a\u5c11\u7a0b\u5ea6\u7684\u5206\u6790"},"content":{"rendered":"<h1>\u9996\u5148<\/h1>\n<p>\u672c\u6587\u662f\u5173\u4e8e2023\u5e7412\u670813\u65e5\u4e3e\u529e\u7684Elasticsearch\u7814\u8ba8\u4f1a\u7684\u5185\u5bb9\u3002\u5982\u679c\u60a8\u5e0c\u671b\u89c2\u770b\u6f14\u793a\uff0c\u8bf7\u5728Youtube\u4e0a\u67e5\u770b\u5373\u5c06\u53d1\u5e03\u7684\u7814\u8ba8\u4f1a\u89c6\u9891\uff08\u6700\u540e\u4e00\u90e8\u5206\uff09\u3002<br \/>\n\u4f7f\u7528\u73af\u5883\u4e3aElasticsearch v8.11\u548cElastic APM Python Agent 6.x\uff0c\u4f46\u6211\u8ba4\u4e3a\u5373\u4f7f\u7248\u672c\u7a0d\u65e7\uff0c\u4e5f\u5e94\u8be5\u53ef\u4ee5\u4ee5\u76f8\u540c\u7684\u65b9\u5f0f\u8fd0\u884c\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d43b937434c4406c9cfcf\/2-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u4ee5\u4e0b\u662f\u80fd\u591f\u5feb\u901f\u9a8c\u8bc1\u8fd9\u4e2a\u7684\u793a\u4f8b\u4ee3\u7801\u94fe\u63a5\uff1ahttps:\/\/github.com\/nobuhikosekiya\/elasticseach-query-apm-analyze-sample<\/p>\n<p>\u8fd9\u4e2aPython\u7a0b\u5e8f\u662f\u4ee5Jupyter Notebook\u7684\u5f62\u5f0f\u5448\u73b0\u7684\uff0c\u4f60\u53ef\u4ee5\u9010\u6b65\u6267\u884c\u4ee3\u7801\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c6\u30b9\u30c8\u3067\u304d\u308bElastic Cloud\u304c\u3042\u308b\u5834\u5408\u3001Open in Colab\u30dc\u30bf\u30f3\u304b\u3089Google Colab\u3067\u305d\u306e\u307e\u307e\u5b9f\u884c\u3057\u3001Elastic Cloud\u3078\u306e\u63a5\u7d9a\u60c5\u5831\u3092\u5165\u529b\u3057\u3066\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30ed\u30fc\u30ab\u30ebPC\u306a\u3069\u306b\u30aa\u30f3\u30d7\u30ec\u306eElasticsearch + APM\u30b5\u30fc\u30d0\u30fc\u304c\u3042\u308b\u5834\u5408\u3001Notebook\u30d5\u30a1\u30a4\u30eb\u3092\u30ed\u30fc\u30ab\u30eb\u306eJupyter\u74b0\u5883\u3067\u958b\u304d\u3001\u5b9f\u884c\u3057\u3066Elasticsearch\u306b\u63a5\u7d9a\u3067\u304d\u307e\u3059\u3002<\/ul>\n<h1>\u5ba1\u6838\u7ed3\u679c<\/h1>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d43b937434c4406c9cfcf\/7-0.png\" alt=\"image.png\" \/><\/div>\n<h2>\u5728\u624b\u52d5\u5100\u5668\u88dd\u7f6e\u4e2d\u53ef\u4ee5\u57f7\u884c\u7684\u529f\u80fd\u3002<\/h2>\n<p>\u4ee5\u4e0b\u662f\u4ee3\u7801\u7247\u6bb5\uff0c\u4f60\u53ef\u4ee5\u5c06\u9700\u8981\u8bb0\u5f55\u7684\u6570\u636e\u4f5c\u4e3aelasticapm.label\u653e\u5165\u5176\u4e2d\u3002\u8fd9\u662f\u4e00\u4e2a\u83b7\u53d6\u641c\u7d22\u67e5\u8be2\u3001\u641c\u7d22\u5173\u952e\u8bcd\u548c\u641c\u7d22\u547d\u4e2d\u6570\u7684\u793a\u4f8b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"n\">search_key_word<\/span><span class=\"o\">=<\/span><span class=\"sh\">\"<\/span><span class=\"s\">iPhone<\/span><span class=\"sh\">\"<\/span>\r\n<span class=\"n\">query<\/span><span class=\"o\">=<\/span><span class=\"p\">{<\/span><span class=\"sh\">\"<\/span><span class=\"s\">match<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span><span class=\"sh\">\"<\/span><span class=\"s\">question<\/span><span class=\"sh\">\"<\/span><span class=\"p\">:<\/span> <span class=\"n\">search_key_word<\/span><span class=\"p\">}}<\/span>\r\n<span class=\"n\">query_user_input<\/span><span class=\"o\">=<\/span><span class=\"n\">search_key_word<\/span>\r\n\r\n<span class=\"c1\"># set labels to the current transaction\r\n<\/span><span class=\"n\">elasticapm<\/span><span class=\"p\">.<\/span><span class=\"nf\">label<\/span><span class=\"p\">(<\/span><span class=\"n\">query<\/span><span class=\"o\">=<\/span><span class=\"n\">query<\/span><span class=\"p\">,<\/span> <span class=\"n\">search_key_word<\/span><span class=\"o\">=<\/span><span class=\"n\">search_key_word<\/span><span class=\"p\">,<\/span> <span class=\"n\">execution_count<\/span><span class=\"o\">=<\/span><span class=\"n\">j<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">response<\/span> <span class=\"o\">=<\/span> <span class=\"n\">es<\/span><span class=\"p\">.<\/span><span class=\"nf\">search<\/span><span class=\"p\">(<\/span><span class=\"n\">index<\/span><span class=\"o\">=<\/span><span class=\"n\">INDEX_NAME<\/span><span class=\"p\">,<\/span> <span class=\"n\">query<\/span><span class=\"o\">=<\/span><span class=\"n\">query<\/span><span class=\"p\">)<\/span>\r\n<span class=\"nf\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">response<\/span><span class=\"p\">.<\/span><span class=\"n\">body<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">hit_count<\/span><span class=\"o\">=<\/span><span class=\"n\">response<\/span><span class=\"p\">[<\/span><span class=\"sh\">'<\/span><span class=\"s\">hits<\/span><span class=\"sh\">'<\/span><span class=\"p\">][<\/span><span class=\"sh\">'<\/span><span class=\"s\">total<\/span><span class=\"sh\">'<\/span><span class=\"p\">][<\/span><span class=\"sh\">'<\/span><span class=\"s\">value<\/span><span class=\"sh\">'<\/span><span class=\"p\">]<\/span>\r\n<span class=\"c1\"># set labels to the current transaction\r\n<\/span><span class=\"n\">elasticapm<\/span><span class=\"p\">.<\/span><span class=\"nf\">label<\/span><span class=\"p\">(<\/span><span class=\"n\">hits<\/span><span class=\"o\">=<\/span><span class=\"n\">hit_count<\/span><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\/657d43b937434c4406c9cfcf\/11-0.png\" alt=\"image.png\" \/><\/div>\n<h2>\u81ea\u52a8\u4eea\u5668\u5316\u53ef\u4ee5\u505a\u7684\u4e8b\u60c5\u3002<\/h2>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d43b937434c4406c9cfcf\/13-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u5f53\u6253\u5f00\u4e0a\u56fe\u4e2d\u7684ES POST\u7684Span\u6570\u636e\u65f6\uff0c\u53ef\u4ee5\u786e\u8ba4\u5b9e\u9645\u7684\u67e5\u8be2\u8bed\u53e5\uff0c\u4f46\u662f\u8fd9\u4e2a\u5b57\u6bb5(span.db.statement)\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4e0d\u662f\u7d22\u5f15\u5b57\u6bb5\uff0c\u56e0\u6b64\u65e0\u6cd5\u8fdb\u884c\u5206\u6790\u3002\uff08\u53ef\u4ee5\u66f4\u6539\u4e3a\u7d22\u5f15\uff0c\u4f46\u7531\u4e8e\u5b83\u662fJSON\u5b57\u7b26\u4e32\uff0c\u6240\u4ee5\u8fd8\u9700\u8981\u52aa\u529b\u5c06\u5176\u89e3\u6790\u4e3a\u53ef\u5206\u6790\u7684\u5f62\u5f0f\uff09\u3002<\/p>\n<h1>\u7ed3\u675f<\/h1>\n<p>\u5982\u679c\u4f60\u60f3\u8981\u8ba4\u771f\u5730\u5c06\u8fd9\u79cd\u65b9\u6cd5\u5e94\u7528\u5230\u6b63\u5f0f\u573a\u5408\u4e2d\uff0c\u8bf7\u52a1\u5fc5\u4e0e\u6211\u4eec\u5546\u8ba8\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9996\u5148 \u672c\u6587\u662f\u5173\u4e8e2023\u5e7412\u670813\u65e5\u4e3e\u529e\u7684Elasticsearch\u7814\u8ba8\u4f1a\u7684\u5185\u5bb9\u3002\u5982\u679c\u60a8\u5e0c\u671b\u89c2\u770b\u6f14\u793a\uff0c\u8bf7\u5728Y [&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-40877","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>\u6211\u5c1d\u8bd5\u5206\u6790APM\u80fd\u591f\u5bf9Elasticsearch\u67e5\u8be2\u8fdb\u884c\u591a\u5c11\u7a0b\u5ea6\u7684\u5206\u6790 - 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\/\u6211\u5c1d\u8bd5\u5206\u6790apm\u80fd\u591f\u5bf9elasticsearch\u67e5\u8be2\u8fdb\u884c\u591a\u5c11\u7a0b\u5ea6\u7684\u5206\u6790\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u6211\u5c1d\u8bd5\u5206\u6790APM\u80fd\u591f\u5bf9Elasticsearch\u67e5\u8be2\u8fdb\u884c\u591a\u5c11\u7a0b\u5ea6\u7684\u5206\u6790\" \/>\n<meta property=\"og:description\" content=\"\u9996\u5148 \u672c\u6587\u662f\u5173\u4e8e2023\u5e7412\u670813\u65e5\u4e3e\u529e\u7684Elasticsearch\u7814\u8ba8\u4f1a\u7684\u5185\u5bb9\u3002\u5982\u679c\u60a8\u5e0c\u671b\u89c2\u770b\u6f14\u793a\uff0c\u8bf7\u5728Y [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u6211\u5c1d\u8bd5\u5206\u6790apm\u80fd\u591f\u5bf9elasticsearch\u67e5\u8be2\u8fdb\u884c\u591a\u5c11\u7a0b\u5ea6\u7684\u5206\u6790\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2024-02-12T14:46:25+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-30T12:53:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d43b937434c4406c9cfcf\/2-0.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\/%e6%88%91%e5%b0%9d%e8%af%95%e5%88%86%e6%9e%90apm%e8%83%bd%e5%a4%9f%e5%af%b9elasticsearch%e6%9f%a5%e8%af%a2%e8%bf%9b%e8%a1%8c%e5%a4%9a%e5%b0%91%e7%a8%8b%e5%ba%a6%e7%9a%84%e5%88%86%e6%9e%90%e3%80%82\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e6%88%91%e5%b0%9d%e8%af%95%e5%88%86%e6%9e%90apm%e8%83%bd%e5%a4%9f%e5%af%b9elasticsearch%e6%9f%a5%e8%af%a2%e8%bf%9b%e8%a1%8c%e5%a4%9a%e5%b0%91%e7%a8%8b%e5%ba%a6%e7%9a%84%e5%88%86%e6%9e%90%e3%80%82\/\",\"name\":\"\u6211\u5c1d\u8bd5\u5206\u6790APM\u80fd\u591f\u5bf9Elasticsearch\u67e5\u8be2\u8fdb\u884c\u591a\u5c11\u7a0b\u5ea6\u7684\u5206\u6790 - Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2024-02-12T14:46:25+00:00\",\"dateModified\":\"2024-04-30T12:53:40+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/1a6ecd3d914d22a5ac32791ffc1fbd8e\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e6%88%91%e5%b0%9d%e8%af%95%e5%88%86%e6%9e%90apm%e8%83%bd%e5%a4%9f%e5%af%b9elasticsearch%e6%9f%a5%e8%af%a2%e8%bf%9b%e8%a1%8c%e5%a4%9a%e5%b0%91%e7%a8%8b%e5%ba%a6%e7%9a%84%e5%88%86%e6%9e%90%e3%80%82\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/%e6%88%91%e5%b0%9d%e8%af%95%e5%88%86%e6%9e%90apm%e8%83%bd%e5%a4%9f%e5%af%b9elasticsearch%e6%9f%a5%e8%af%a2%e8%bf%9b%e8%a1%8c%e5%a4%9a%e5%b0%91%e7%a8%8b%e5%ba%a6%e7%9a%84%e5%88%86%e6%9e%90%e3%80%82\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e6%88%91%e5%b0%9d%e8%af%95%e5%88%86%e6%9e%90apm%e8%83%bd%e5%a4%9f%e5%af%b9elasticsearch%e6%9f%a5%e8%af%a2%e8%bf%9b%e8%a1%8c%e5%a4%9a%e5%b0%91%e7%a8%8b%e5%ba%a6%e7%9a%84%e5%88%86%e6%9e%90%e3%80%82\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.silicloud.com\/zh\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u6211\u5c1d\u8bd5\u5206\u6790APM\u80fd\u591f\u5bf9Elasticsearch\u67e5\u8be2\u8fdb\u884c\u591a\u5c11\u7a0b\u5ea6\u7684\u5206\u6790\"}]},{\"@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\/%e6%88%91%e5%b0%9d%e8%af%95%e5%88%86%e6%9e%90apm%e8%83%bd%e5%a4%9f%e5%af%b9elasticsearch%e6%9f%a5%e8%af%a2%e8%bf%9b%e8%a1%8c%e5%a4%9a%e5%b0%91%e7%a8%8b%e5%ba%a6%e7%9a%84%e5%88%86%e6%9e%90%e3%80%82\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u6211\u5c1d\u8bd5\u5206\u6790APM\u80fd\u591f\u5bf9Elasticsearch\u67e5\u8be2\u8fdb\u884c\u591a\u5c11\u7a0b\u5ea6\u7684\u5206\u6790 - 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\/\u6211\u5c1d\u8bd5\u5206\u6790apm\u80fd\u591f\u5bf9elasticsearch\u67e5\u8be2\u8fdb\u884c\u591a\u5c11\u7a0b\u5ea6\u7684\u5206\u6790\u3002\/","og_locale":"zh_CN","og_type":"article","og_title":"\u6211\u5c1d\u8bd5\u5206\u6790APM\u80fd\u591f\u5bf9Elasticsearch\u67e5\u8be2\u8fdb\u884c\u591a\u5c11\u7a0b\u5ea6\u7684\u5206\u6790","og_description":"\u9996\u5148 \u672c\u6587\u662f\u5173\u4e8e2023\u5e7412\u670813\u65e5\u4e3e\u529e\u7684Elasticsearch\u7814\u8ba8\u4f1a\u7684\u5185\u5bb9\u3002\u5982\u679c\u60a8\u5e0c\u671b\u89c2\u770b\u6f14\u793a\uff0c\u8bf7\u5728Y [&hellip;]","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/\u6211\u5c1d\u8bd5\u5206\u6790apm\u80fd\u591f\u5bf9elasticsearch\u67e5\u8be2\u8fdb\u884c\u591a\u5c11\u7a0b\u5ea6\u7684\u5206\u6790\u3002\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2024-02-12T14:46:25+00:00","article_modified_time":"2024-04-30T12:53:40+00:00","og_image":[{"url":"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d43b937434c4406c9cfcf\/2-0.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\/%e6%88%91%e5%b0%9d%e8%af%95%e5%88%86%e6%9e%90apm%e8%83%bd%e5%a4%9f%e5%af%b9elasticsearch%e6%9f%a5%e8%af%a2%e8%bf%9b%e8%a1%8c%e5%a4%9a%e5%b0%91%e7%a8%8b%e5%ba%a6%e7%9a%84%e5%88%86%e6%9e%90%e3%80%82\/","url":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%88%91%e5%b0%9d%e8%af%95%e5%88%86%e6%9e%90apm%e8%83%bd%e5%a4%9f%e5%af%b9elasticsearch%e6%9f%a5%e8%af%a2%e8%bf%9b%e8%a1%8c%e5%a4%9a%e5%b0%91%e7%a8%8b%e5%ba%a6%e7%9a%84%e5%88%86%e6%9e%90%e3%80%82\/","name":"\u6211\u5c1d\u8bd5\u5206\u6790APM\u80fd\u591f\u5bf9Elasticsearch\u67e5\u8be2\u8fdb\u884c\u591a\u5c11\u7a0b\u5ea6\u7684\u5206\u6790 - Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website"},"datePublished":"2024-02-12T14:46:25+00:00","dateModified":"2024-04-30T12:53:40+00:00","author":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/1a6ecd3d914d22a5ac32791ffc1fbd8e"},"breadcrumb":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%88%91%e5%b0%9d%e8%af%95%e5%88%86%e6%9e%90apm%e8%83%bd%e5%a4%9f%e5%af%b9elasticsearch%e6%9f%a5%e8%af%a2%e8%bf%9b%e8%a1%8c%e5%a4%9a%e5%b0%91%e7%a8%8b%e5%ba%a6%e7%9a%84%e5%88%86%e6%9e%90%e3%80%82\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/zh\/blog\/%e6%88%91%e5%b0%9d%e8%af%95%e5%88%86%e6%9e%90apm%e8%83%bd%e5%a4%9f%e5%af%b9elasticsearch%e6%9f%a5%e8%af%a2%e8%bf%9b%e8%a1%8c%e5%a4%9a%e5%b0%91%e7%a8%8b%e5%ba%a6%e7%9a%84%e5%88%86%e6%9e%90%e3%80%82\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%88%91%e5%b0%9d%e8%af%95%e5%88%86%e6%9e%90apm%e8%83%bd%e5%a4%9f%e5%af%b9elasticsearch%e6%9f%a5%e8%af%a2%e8%bf%9b%e8%a1%8c%e5%a4%9a%e5%b0%91%e7%a8%8b%e5%ba%a6%e7%9a%84%e5%88%86%e6%9e%90%e3%80%82\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.silicloud.com\/zh\/blog\/"},{"@type":"ListItem","position":2,"name":"\u6211\u5c1d\u8bd5\u5206\u6790APM\u80fd\u591f\u5bf9Elasticsearch\u67e5\u8be2\u8fdb\u884c\u591a\u5c11\u7a0b\u5ea6\u7684\u5206\u6790"}]},{"@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\/%e6%88%91%e5%b0%9d%e8%af%95%e5%88%86%e6%9e%90apm%e8%83%bd%e5%a4%9f%e5%af%b9elasticsearch%e6%9f%a5%e8%af%a2%e8%bf%9b%e8%a1%8c%e5%a4%9a%e5%b0%91%e7%a8%8b%e5%ba%a6%e7%9a%84%e5%88%86%e6%9e%90%e3%80%82\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/40877","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=40877"}],"version-history":[{"count":2,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/40877\/revisions"}],"predecessor-version":[{"id":94240,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/40877\/revisions\/94240"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/media?parent=40877"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/categories?post=40877"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/tags?post=40877"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}