{"id":41104,"date":"2023-08-01T20:36:26","date_gmt":"2023-11-13T10:31:59","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%86%e4%bb%8e%e6%99%ba%e8%83%bd%e7%94%b5%e8%a1%a8%e4%b8%ad%e8%8e%b7%e5%8f%96%e7%9a%84%e7%94%b5%e5%8a%9b%e4%bd%bf%e7%94%a8%e9%87%8f%e8%bf%9b%e8%a1%8c%e5%9b%be%e8%a1%a8%e5%8c%96%ef%bc%88%e4%bd%bf\/"},"modified":"2024-04-30T16:31:44","modified_gmt":"2024-04-30T08:31:44","slug":"%e5%b0%86%e4%bb%8e%e6%99%ba%e8%83%bd%e7%94%b5%e8%a1%a8%e4%b8%ad%e8%8e%b7%e5%8f%96%e7%9a%84%e7%94%b5%e5%8a%9b%e4%bd%bf%e7%94%a8%e9%87%8f%e8%bf%9b%e8%a1%8c%e5%9b%be%e8%a1%a8%e5%8c%96%ef%bc%88%e4%bd%bf","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%86%e4%bb%8e%e6%99%ba%e8%83%bd%e7%94%b5%e8%a1%a8%e4%b8%ad%e8%8e%b7%e5%8f%96%e7%9a%84%e7%94%b5%e5%8a%9b%e4%bd%bf%e7%94%a8%e9%87%8f%e8%bf%9b%e8%a1%8c%e5%9b%be%e8%a1%a8%e5%8c%96%ef%bc%88%e4%bd%bf\/","title":{"rendered":"\u5c06\u4ece\u667a\u80fd\u7535\u8868\u4e2d\u83b7\u53d6\u7684\u7535\u529b\u4f7f\u7528\u91cf\u8fdb\u884c\u56fe\u8868\u5316\uff08\u4f7f\u7528Elasticsearch + Kibana\uff09"},"content":{"rendered":"

\u9996\u5148<\/h2>\n

\u53d7\u5230rukihena\u3055\u3093\u7684\u4ee5\u4e0b\u6587\u7ae0\u7684\u542f\u53d1\uff0c\u6211\u5c1d\u8bd5\u5c06\u5bb6\u5ead\u4f7f\u7528\u7684\u7535\u529b\u6570\u636e\u4ece\u667a\u80fd\u7535\u8868\u4e2d\u63d0\u53d6\u5e76\u7ed8\u5236\u6210\u56fe\u8868\u3002
\nhttp:\/\/qiita.com\/rukihena\/items\/82266ed3a43e4b652adb<\/p>\n

\u4f60\u53ef\u4ee5\u6bcf\u9694\u4e00\u5206\u949f\u786e\u8ba4\u4e00\u6b21\u77ac\u65f6\u7535\u529b\u4f7f\u7528\u91cf\uff0c\u7c7b\u4f3c\u8fd9\u6837\u7684\u3002<\/p>\n

\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n

\u5f53\u56fe\u50cf\u88ab\u7ed8\u5236\u6210\u56fe\u5f62\u540e\uff0c\u6709\u4ec0\u4e48\u597d\u5904\uff1f<\/h2>\n

\u7bc0\u7d04\u610f\u8b58\u6b63\u5728\u63d0\u5347<\/h4>\n

\u53ef\u80fd\u901a\u8fc7\u5b9e\u65f6\u76d1\u63a7\u7535\u529b\u4f7f\u7528\u91cf\u6765\u589e\u5f3a\u8282\u80fd\u610f\u8bc6\u3002\u5373\u4f7f\u6211\u4eec\u79ef\u6781\u52aa\u529b\u60f3\u8981\u8282\u7ea6\u7535\u529b\uff0c\u5f88\u96be\u77e5\u9053\u6211\u4eec\u662f\u5426\u771f\u6b63\u8282\u7ea6\u4e86\u3002<\/p>\n

\u7531\u4e8e\u80fd\u591f\u4e86\u89e3\u5e38\u5e38\u4f7f\u7528\u7535\u529b\u7684\u65f6\u95f4\u6bb5\/\u661f\u671f\u51e0\uff0c\u8fd9\u5bf9\u4e8e\u9009\u62e9\u6309\u65f6\u95f4\u6bb5\u5206\u522b\u8f83\u4e3a\u4fbf\u5b9c\u7684\u7535\u529b\u8ba1\u5212\u65f6\u63d0\u4f9b\u4e86\u53c2\u8003\u3002<\/h4>\n

\u4f60\u53ef\u80fd\u5df2\u7ecf\u901a\u8fc7\u4eb2\u8eab\u4f53\u9a8c\u610f\u8bc6\u5230\u4e86\u4f7f\u7528\u7535\u529b\u7684\u8d8b\u52bf\uff0c\u4f46\u901a\u8fc7\u5c06\u5176\u56fe\u5f62\u5316\uff0c\u6211\u4eec\u53ef\u4ee5\u66f4\u52a0\u51c6\u786e\u5730\u7406\u89e3\u3002<\/p>\n

\u5982\u679c\u5728\u4e0d\u5728\u7684\u65f6\u95f4\u6bb5\u5185\u7535\u529b\u4f7f\u7528\u91cf\u6025\u5267\u589e\u52a0\uff0c\u53ef\u4ee5\u63a8\u65ad\u6709\u53ef\u80fd\u53d1\u751f\u4e86\u5165\u5ba4\u76d7\u7a83\u7684\u60c5\u51b5\u3002<\/h4>\n

\u867d\u7136\u5e94\u8be5\u6ca1\u6709\u4eba\u5728\uff0c\u5374\u4f7f\u7528\u4e86\u5f88\u591a\u7535…\uff1f\u8fd9\u53ef\u80fd\u610f\u5473\u7740\u53ef\u80fd\u88ab\u95ef\u5165\u4e86\u3002\u7136\u800c\uff0c\u5982\u679c\u7535\u529b\u4f7f\u7528\u91cf\u7a81\u7136\u589e\u52a0\uff0c\u90a3\u53ef\u80fd\u662f\u56e0\u4e3a\u7a7a\u624b\u9053\u8005\u4f7f\u7528\u4e86\u9ad8\u529f\u7387\u7684\u7535\u5668\uff0c\u5982\u5439\u98ce\u673a\u6216\u7535\u6c34\u58f6\uff0c\u4f46\u7a7a\u624b\u9053\u8005\u4e0d\u592a\u53ef\u80fd\u505a\u8fd9\u6837\u7684\u4e8b\u60c5\u3002\u5373\u4f7f\u77e5\u9053\u4e86\u60c5\u51b5\u4e5f\u65e0\u6cd5\u600e\u4e48\u529e\u3002\u6211\u4eec\u9700\u8981\u91c7\u7528\u4e0d\u540c\u7684\u65b9\u6cd5\u6765\u4fdd\u62a4\u4f4f\u5b85\u3002<\/p>\n

\u6709\u4e00\u79cd\u96be\u4ee5\u8a00\u55bb\u7684\u559c\u60a6<\/h4>\n

\u5f53\u56fe\u5f62\u4ee5\u4ee4\u4eba\u6ee1\u610f\u7684\u65b9\u5f0f\u7ed8\u5236\u51fa\u6765\u65f6\uff0c\u603b\u611f\u89c9\u6709\u4e9b\u5f00\u5fc3\u3002<\/p>\n

\u51c6\u5907\u597d<\/h2>\n

\u9996\u5148\uff0c\u8ba9\u6211\u4eec\u51c6\u5907\u4ee5\u4e0b\u4e09\u4e2a\u4e8b\u9879\u3002<\/p>\n

\u7533\u8bf7\u52a0\u5165\u7535\u529b\u8ba1\u91cf\u5668\u4fe1\u606f\u53d1\u5e03\u670d\u52a1\uff08B\u8def\u7531\u670d\u52a1\uff09\u3002<\/h5>\n

\u8981\u4ece\u667a\u80fd\u7535\u8868\u83b7\u53d6\u6570\u636e\uff0c\u60a8\u9700\u8981\u8ba2\u9605\u4ee5\u4e0a\u63d0\u5230\u7684\u670d\u52a1\u3002\uff08\u514d\u8d39\uff09
\n\u5927\u7ea6\u4e09\u4e2a\u661f\u671f\u540e\uff0c\u5c06\u4f1a\u53d1\u9001\u7528\u4e8e\u8ba4\u8bc1\u7684ID\/\u5bc6\u7801\u3002 \u203b \u9002\u7528\u4e8e\u4e1c\u4eac\u7535\u529b\u7684\u60c5\u51b5<\/p>\n

2. \u53ef\u4ee5\u4f7f\u7528Wi-SUN\u534f\u8bae\u8fdb\u884c\u901a\u4fe1\u7684\u8bbe\u5907<\/h5>\n

\u667a\u80fd\u7535\u8868\u662f\u901a\u8fc7Wi-SUN\u534f\u8bae\u8fdb\u884c\u901a\u4fe1\u7684\u3002\u8981\u4f7f\u7528Wi-SUN\uff0c\u9700\u8981\u51c6\u5907\u4e13\u7528\u8bbe\u5907\u3002\u6700\u7b80\u5355\u7684\u65b9\u6cd5\u662f\u51c6\u5907USB\u8bbe\u5907WSR35A1-00\u3002\uff08\u5c3d\u7ba1\u5b9a\u4ef7\u7a0d\u9ad8\uff0c\u4e3a15000\u65e5\u5143\uff09<\/p>\n

3. \u670d\u52a1\u5668 q\u00ed f\u00fa)<\/h5>\n

\u9700\u8981\u4e00\u4e2a\u7528\u4e8e\u663e\u793aB\u8def\u7531\u901a\u4fe1\u548c\u56fe\u8868\u7684\u670d\u52a1\u5668\u3002\u5728\u6211\u4eec\u5bb6\u91cc\uff0c\u6211\u4eec\u4f7f\u7528\u6811\u8393\u6d3e2\u4f5c\u4e3aB\u8def\u7531\u901a\u4fe1\u670d\u52a1\u5668\uff0c\u5e76\u4e14\u4f7f\u7528\u4e91\u670d\u52a1AWS\u7684EC2\uff08\u8ba1\u5212\uff1at2.micro\uff09\u4f5c\u4e3a\u56fe\u8868\u663e\u793a\u670d\u52a1\u5668\u3002\u4f7f\u7528\u8fd9\u4e2a\u8ba1\u5212\uff0c\u53ef\u4ee5\u514d\u8d39\u4f7f\u7528\u4e00\u5e74\u3002<\/p>\n

\u5904\u7406\u7a0b\u5e8f\u5982\u4e0b\uff1a\u5728\u5bb6\u4e2d\u7684B\u8def\u7531\u901a\u4fe1\u670d\u52a1\u5668\u901a\u8fc7Wi-SUN\u534f\u8bae\u4ece\u667a\u80fd\u7535\u8868\u4e2d\u83b7\u53d6\u7535\u529b\u4f7f\u7528\u91cf\uff0c\u5c06\u5176\u5b58\u50a8\u5728\u4e91\u7aef\u7684\u7528\u4e8e\u56fe\u5f62\u663e\u793a\u7684\u670d\u52a1\u5668\u4e0a\uff0c\u5e76\u4e14\u53ef\u4ee5\u901a\u8fc7\u4e2a\u4eba\u7535\u8111\u3001\u667a\u80fd\u624b\u673a\u7b49\u7f51\u7edc\u6d4f\u89c8\u5668\u8bbf\u95ee\uff0c\u5e76\u67e5\u770b\u56fe\u5f62\u3002<\/p>\n

\u5efa\u7acb\u670d\u52a1\u5668\u73af\u5883<\/h2>\n

B\u8def\u7531\u901a\u4fe1\u670d\u52a1\u5668\uff08\u6811\u8393\u6d3e2\uff09<\/h5>\n

\u8fd9\u4e2a\u6587\u7ae0\u4e0erukihena\u7684\u6587\u7ae0\u6709\u540c\u6837\u7684\u7ed3\u6784\u3002
\n\u5982\u679c\u6709pyserial\u6765\u8fdb\u884c\u4e32\u884c\u901a\u4fe1\uff0c\u6709Python\u73af\u5883\u6765\u83b7\u53d6\u7535\u529b\u4f7f\u7528\u91cf\u7684\u7a0b\u5e8f\u5c31\u53ef\u4ee5\u4e86\u3002
\n\u5982\u679c\u662f\u5728\u6811\u8393\u6d3e2\u4e0a\uff0c\u8fd9\u4e24\u4e2a\u90fd\u5df2\u7ecf\u9ed8\u8ba4\u5b89\u88c5\u4e86\u3002<\/p>\n

\u56fe\u8868\u5c55\u793a\u670d\u52a1\u5668\uff08AWS EC2\uff09<\/h5>\n

\u6211\u5011\u4f7f\u7528Elasticsearch\u548cKibana\u4f86\u9032\u884c\u5716\u5f62\u5316\u3002Elasticsearch\u662f\u4e00\u500b\u5168\u6587\u641c\u7d22\u5f15\u64ce\uff0c\u4f46\u662f\u8207Kibana\u7d50\u5408\u5728\u4e00\u8d77\uff0c\u53ef\u4ee5\u8f15\u9b06\u5730\u5c07\u6578\u64da\u5716\u5f62\u5316\u3002\u7531\u65bc\u5b83\u5011\u90fd\u662f\u958b\u6e90\u8edf\u4ef6\uff0c\u6240\u4ee5\u53ef\u4ee5\u8f15\u9b06\u4f7f\u7528\u3002<\/p>\n

\u82e5\u8981\u8fd0\u884cElasticsearch\uff0c\u9700\u8981\u5b89\u88c5JDK\uff0c\u5982\u679c\u6ca1\u6709\u5b89\u88c5\uff0c\u5219\u9700\u8981\u5b89\u88c5\u3002<\/p>\n

$ sudo yum install java-1.8.0-openjdk-devel.x86_64\r\n<\/code><\/pre>\n
\u4e00\u65e6\u51c6\u5907\u597d\u4e86JDK\uff0c\u5c31\u53ef\u4ee5\u5b89\u88c5Elasticsearch\u548cKibana\u3002<\/p>\n
$ sudo rpm --import https:\/\/packages.elastic.co\/GPG-KEY-elasticsearch\r\n$ sudo vi \/etc\/yum.repos.d\/elastic.repo\r\n---------------------------------------\r\n[elasticsearch-2.x]\r\nname=Elasticsearch repository for 2.x packages\r\nbaseurl=http:\/\/packages.elastic.co\/elasticsearch\/2.x\/centos\r\ngpgcheck=1\r\ngpgkey=http:\/\/packages.elastic.co\/GPG-KEY-elasticsearch\r\nenabled=1\r\n\r\n[kibana-4.4]\r\nname=Kibana repository for 4.4.x packages\r\nbaseurl=http:\/\/packages.elastic.co\/kibana\/4.4\/centos\r\ngpgcheck=1\r\ngpgkey=http:\/\/packages.elastic.co\/GPG-KEY-elasticsearch\r\nenabled=1\r\n---------------------------------------\r\n$ sudo yum install elasticsearch -y\r\n$ sudo yum install kibana -y\r\n$ sudo service elasticsearch start\r\n$ sudo service kibana start\r\n<\/code><\/pre>\n
\u9996\u5148\uff0c\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u5b9a\u4e49\u6620\u5c04\u6a21\u5f0f\u7684\u6587\u4ef6\uff0c\u4ee5\u786e\u4fdd\u6570\u636e\u4ee5\u9002\u5408Elasticsearch\u7684\u683c\u5f0f\uff08\u53ef\u5728Kibana\u4e2d\u7ed8\u5236\u56fe\u5f62\uff09\u8fdb\u884c\u5b58\u50a8\u3002<\/p>\n
{<\/span>\r\n  \"mappings\"<\/span>:<\/span> {<\/span>\r\n    \"elec\"<\/span>:<\/span> {<\/span>\r\n      \"properties\"<\/span>:<\/span> {<\/span>\r\n        \"inst\"<\/span>:<\/span>  {<\/span>\r\n          \"type\"<\/span>:<\/span>   \"integer\"<\/span>,<\/span>\r\n          \"index\"<\/span>:<\/span>  \"not_analyzed\"<\/span>\r\n        },<\/span>\r\n        \"timestamp\"<\/span>:<\/span>  {<\/span>\r\n          \"type\"<\/span>:<\/span>   \"date\"<\/span>,<\/span>\r\n          \"format\"<\/span>:<\/span> \"YYYY\/MM\/dd'T'HH:mm:ssZ\"<\/span>\r\n        }<\/span>\r\n      }<\/span>\r\n    }<\/span>\r\n  }<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
\u8bf7\u6307\u5b9a\u5df2\u521b\u5efa\u7684\u6587\u4ef6\uff0c\u5e76\u5c06\u5176\u6295\u5165Elasticsearch\u4e2d\u3002<\/p>\n
$ curl -XPOST 'http:\/\/localhost:9200\/home' -d @elasticsearch_mapping.json | jq\r\n<\/code><\/pre>\n
\u53e6\u5916\uff0c\u6839\u636eAWS\u7684\u9ed8\u8ba4\u5b89\u5168\u8bbe\u7f6e\uff0c\u9664\u4e8622\u7aef\u53e3\u5916\uff0c\u5176\u4ed6\u7aef\u53e3\u662f\u65e0\u6cd5\u4ece\u5916\u90e8\u8bbf\u95ee\u7684\uff0c\u56e0\u6b64\u9700\u8981\u6253\u5f005601\u53f7\u7aef\u53e3\uff08Kibana\u7684\u7aef\u53e3\uff09\u548c9200\u53f7\u7aef\u53e3\uff08Elasticsearch\u7684\u7aef\u53e3\uff09\u3002
\n\u4f46\u662f\uff0c\u5982\u679c\u8981\u957f\u671f\u8fd0\u8425\u7684\u8bdd\uff0c\u6700\u597d\u91c7\u53d6\u9002\u5f53\u7684\u5b89\u5168\u589e\u5f3a\u63aa\u65bd\uff0c\u4f8b\u5982\u9650\u5236\u8bbf\u95ee\u6e90IP\u7b49\u3002<\/p>\n
\u5b9e\u65bd<\/h2>\n
B\u8def\u7531\u901a\u4fe1\u670d\u52a1\u5668\uff08\u6811\u8393\u6d3e2\uff09<\/h5>\n
\u6211\u5728rukihena\u7684\u6837\u672c\u7a0b\u5e8f\u4e2d\u6dfb\u52a0\u4e86\u5c06\u77ac\u65f6\u7535\u529b\u4f7f\u7528\u91cf\u6bcf\u5206\u949f\u5199\u5165Elasticsearch\u7684\u5904\u7406\u3002<\/p>\n
\r\n# Elasticsearch\u63a5\u7d9a\u7528\u306e\u8a2d\u5b9a\u3092\u8ffd\u52a0\r\n<\/span>><\/span> from<\/span> elasticsearch<\/span> import<\/span> Elasticsearch<\/span>\r\n><\/span> es<\/span> =<\/span> Elasticsearch<\/span>(<\/span>host<\/span>=<\/span>'<AWS\u306e\u30b0\u30ed\u30fc\u30d0\u30ebIP>'<\/span>,<\/span> port<\/span>=<\/span>9200<\/span>)<\/span>\r\n><\/span> from<\/span> datetime<\/span> import<\/span> datetime<\/span>\r\n\r\n\uff1a<\/span>\r\n\uff1a<\/span>\r\n\r\n# \u5143\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u306f\u77ac\u6642\u96fb\u529b\u4f7f\u7528\u91cf\u3092\u6a19\u6e96\u51fa\u529b\u306b\u8868\u793a\u3057\u3066\u3044\u308b\u7b87\u6240\u3092\u3001Elasitcsearch\u306b\u66f8\u304d\u8fbc\u3080\u3088\u3046\u306b\u5909\u66f4\r\n<\/span><<\/span>      print<\/span>(<\/span>u<\/span>\"Data:{0}[W]\"<\/span>.<\/span>format<\/span>(<\/span>intPower<\/span>))<\/span>\r\n---<\/span>\r\n## \u77ac\u6642\u96fb\u529b\u4f7f\u7528\u91cf\u3068\u73fe\u5728\u6642\u523b\u3092\u683c\u7d0d\r\n<\/span>><\/span>       elec_inst<\/span> =<\/span> {<\/span>\r\n><\/span>           'inst'<\/span>:<\/span> intPower<\/span>,<\/span>\r\n><\/span>           'timestamp'<\/span>:<\/span> datetime<\/span>.<\/span>now<\/span>().<\/span>strftime<\/span>(<\/span>'%Y\/%m\/%d'<\/span>+<\/span>\"T\"<\/span>+<\/span>'%H:%M:%S'<\/span>+<\/span>\"+0900\"<\/span>)<\/span>\r\n><\/span>       }<\/span>\r\n## RDB\u3060\u3068\u300chome\u300d\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u300celec\u300d\u30c6\u30fc\u30d6\u30eb\u306b\u300celec_inst\u300d\u306e\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3059\u308b\u30a4\u30e1\u30fc\u30b8\r\n<\/span>><\/span>       res<\/span> =<\/span> es<\/span>.<\/span>index<\/span>(<\/span>index<\/span>=<\/span>\"home\"<\/span>,<\/span> doc_type<\/span>=<\/span>'elec'<\/span>,<\/span> body<\/span>=<\/span>elec_inst<\/span>)<\/span>\r\n><\/span>\r\n## 1\u5206sleep\r\n<\/span>><\/span>       time<\/span>.<\/span>sleep<\/span>(<\/span>60.0<\/span>)<\/span>\r\n\r\n<\/code><\/pre>\n
\u53ea\u8981\u6ca1\u6709\u9519\u8bef\u5e76\u4e14\u53ef\u4ee5\u6b63\u5e38\u8fd0\u884c\u5c31\u53ef\u4ee5\u4e86\u3002<\/p>\n
$ python smartmeter_to_elasticsearch_aws.py\r\n<\/code><\/pre>\n
\u4e3a\u4e86\u6301\u7eed\u8fd0\u4f5c\uff0c\u8bf7\u4f7f\u7528\u50cfsupervisord\u8fd9\u6837\u7684\u7a0b\u5e8f\u4f7f\u5176\u6210\u4e3a\u540e\u53f0\u8fdb\u7a0b\u3002<\/p>\n
\u6211\u5728Kibana\u4e0a\u67e5\u770b\u4e00\u4e0b<\/h2>\n
\u521d\u59cb\u8bbe\u5b9a<\/h5>\n
\u4f7f\u7528\u7f51\u7edc\u6d4f\u89c8\u5668\u8bbf\u95eeKibana\u3002<\/p>\n
http:\/\/<AWS\u306e\u30b0\u30ed\u30fc\u30d0\u30ebIP>:5601\/\r\n<\/code><\/pre>\n
\u5982\u679cKibana\u6b63\u5e38\u8fd0\u884c\uff0c\u5c06\u663e\u793a\u5982\u4e0b\u754c\u9762\u3002<\/p>\n
\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
\u9996\u5148\uff0c\u6307\u5b9a\u5b58\u50a8\u6709\u7535\u529b\u4f7f\u7528\u91cf\u6570\u636e\u7684Elasticsearch\u7d22\u5f15\u540d\u79f0\u3002\u5728”\u7d22\u5f15\u540d\u79f0\u6216\u6a21\u5f0f”\u8868\u5355\u4e2d\uff0c\u8f93\u5165”home*”\u3002
\n\u5982\u679c\u6570\u636e\u6210\u529f\u5b58\u50a8\uff0c\u70b9\u51fb”\u521b\u5efa”\u6309\u94ae\u5373\u53ef\u6fc0\u6d3b\u3002<\/p>\n
\"index.png\"<\/div>\n
\u5982\u679c\u753b\u9762\u5207\u6362\u5e76\u663e\u793a\u4e00\u4e2a\u770b\u8d77\u6765\u5b58\u50a8\u4e86\u6570\u636e\u7684\u56fe\u8868\uff0c\u90a3\u5c31\u53ef\u4ee5\u4e86\u3002<\/p>\n
\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
\u5bfc\u5165\u914d\u7f6e\u6587\u4ef6<\/h5>\n
\u8981\u663e\u793a\u7c7b\u4f3c\u5f00\u5934\u7684\u56fe\u8868\uff0c\u9700\u8981\u8c03\u6574\u53ef\u89c6\u5316\u8bbe\u7f6e\uff0c\u4f46\u5728\u4e0d\u719f\u6089Kibana\u7684\u60c5\u51b5\u4e0b\u53ef\u80fd\u4f1a\u96be\u4ee5\u7406\u89e3\u3002
\n\u4e3a\u4e86\u8fc5\u901f\u663e\u793a\u4e0e\u5f00\u5934\u76f8\u540c\u7684\u56fe\u8868\uff0c\u6211\u5df2\u51c6\u5907\u597d\u914d\u7f6e\u6587\u4ef6\u3002<\/p>\n
\u5c06”\u8bbe\u7f6e”->”\u5bf9\u8c61”\u4e2d\uff0c\u5e76\u901a\u8fc7”\u5bfc\u5165”\u6309\u94ae\u5bfc\u5165\u914d\u7f6e\u6587\u4ef6\u3002<\/p>\n
\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
\u8bf7\u5c06\u4ee5\u4e0b\u4e24\u4e2a\u914d\u7f6e\u4fdd\u5b58\u5728\u9002\u5f53\u7684\u6587\u4ef6\u540d\u4e0b\uff0c\u5e76\u5bfc\u5165\u3002<\/p>\n
[<\/span>\r\n  {<\/span>\r\n    \"_id\"<\/span>:<\/span> \"\u5bb6\"<\/span>,<\/span>\r\n    \"_type\"<\/span>:<\/span> \"dashboard\"<\/span>,<\/span>\r\n    \"_source\"<\/span>:<\/span> {<\/span>\r\n      \"title\"<\/span>:<\/span> \"\u5bb6\"<\/span>,<\/span>\r\n      \"hits\"<\/span>:<\/span> 0<\/span>,<\/span>\r\n      \"description\"<\/span>:<\/span> \"\"<\/span>,<\/span>\r\n      \"panelsJSON\"<\/span>:<\/span> \"[{<\/span>\\\"<\/span>col<\/span>\\\"<\/span>:1,<\/span>\\\"<\/span>id<\/span>\\\"<\/span>:<\/span>\\\"<\/span>\u77ac\u6642\u96fb\u529b\u91cf\uff08W\uff09<\/span>\\\"<\/span>,<\/span>\\\"<\/span>panelIndex<\/span>\\\"<\/span>:1,<\/span>\\\"<\/span>row<\/span>\\\"<\/span>:1,<\/span>\\\"<\/span>size_x<\/span>\\\"<\/span>:12,<\/span>\\\"<\/span>size_y<\/span>\\\"<\/span>:3,<\/span>\\\"<\/span>type<\/span>\\\"<\/span>:<\/span>\\\"<\/span>visualization<\/span>\\\"<\/span>}]\"<\/span>,<\/span>\r\n      \"optionsJSON\"<\/span>:<\/span> \"{<\/span>\\\"<\/span>darkTheme<\/span>\\\"<\/span>:false}\"<\/span>,<\/span>\r\n      \"uiStateJSON\"<\/span>:<\/span> \"{<\/span>\\\"<\/span>P-1<\/span>\\\"<\/span>:{<\/span>\\\"<\/span>vis<\/span>\\\"<\/span>:{<\/span>\\\"<\/span>legendOpen<\/span>\\\"<\/span>:false}}}\"<\/span>,<\/span>\r\n      \"version\"<\/span>:<\/span> 1<\/span>,<\/span>\r\n      \"timeRestore\"<\/span>:<\/span> false<\/span>,<\/span>\r\n      \"kibanaSavedObjectMeta\"<\/span>:<\/span> {<\/span>\r\n        \"searchSourceJSON\"<\/span>:<\/span> \"{<\/span>\\\"<\/span>filter<\/span>\\\"<\/span>:[{<\/span>\\\"<\/span>query<\/span>\\\"<\/span>:{<\/span>\\\"<\/span>query_string<\/span>\\\"<\/span>:{<\/span>\\\"<\/span>analyze_wildcard<\/span>\\\"<\/span>:true,<\/span>\\\"<\/span>query<\/span>\\\"<\/span>:<\/span>\\\"<\/span>*<\/span>\\\"<\/span>}}}]}\"<\/span>\r\n      }<\/span>\r\n    }<\/span>\r\n  }<\/span>\r\n]<\/span>\r\n<\/code><\/pre>\n
[<\/span>\r\n  {<\/span>\r\n    \"_id\"<\/span>:<\/span> \"\u77ac\u6642\u96fb\u529b\u91cf\uff08W\uff09\"<\/span>,<\/span>\r\n    \"_type\"<\/span>:<\/span> \"visualization\"<\/span>,<\/span>\r\n    \"_source\"<\/span>:<\/span> {<\/span>\r\n      \"title\"<\/span>:<\/span> \"\u77ac\u6642\u96fb\u529b\u91cf\uff08W\uff09\"<\/span>,<\/span>\r\n      \"visState\"<\/span>:<\/span> \"{<\/span>\\\"<\/span>title<\/span>\\\"<\/span>:<\/span>\\\"<\/span>New Visualization<\/span>\\\"<\/span>,<\/span>\\\"<\/span>type<\/span>\\\"<\/span>:<\/span>\\\"<\/span>line<\/span>\\\"<\/span>,<\/span>\\\"<\/span>params<\/span>\\\"<\/span>:{<\/span>\\\"<\/span>shareYAxis<\/span>\\\"<\/span>:true,<\/span>\\\"<\/span>addTooltip<\/span>\\\"<\/span>:true,<\/span>\\\"<\/span>addLegend<\/span>\\\"<\/span>:true,<\/span>\\\"<\/span>showCircles<\/span>\\\"<\/span>:true,<\/span>\\\"<\/span>smoothLines<\/span>\\\"<\/span>:false,<\/span>\\\"<\/span>interpolate<\/span>\\\"<\/span>:<\/span>\\\"<\/span>linear<\/span>\\\"<\/span>,<\/span>\\\"<\/span>scale<\/span>\\\"<\/span>:<\/span>\\\"<\/span>linear<\/span>\\\"<\/span>,<\/span>\\\"<\/span>drawLinesBetweenPoints<\/span>\\\"<\/span>:true,<\/span>\\\"<\/span>radiusRatio<\/span>\\\"<\/span>:9,<\/span>\\\"<\/span>times<\/span>\\\"<\/span>:[],<\/span>\\\"<\/span>addTimeMarker<\/span>\\\"<\/span>:false,<\/span>\\\"<\/span>defaultYExtents<\/span>\\\"<\/span>:false,<\/span>\\\"<\/span>setYExtents<\/span>\\\"<\/span>:false,<\/span>\\\"<\/span>yAxis<\/span>\\\"<\/span>:{}},<\/span>\\\"<\/span>aggs<\/span>\\\"<\/span>:[{<\/span>\\\"<\/span>id<\/span>\\\"<\/span>:<\/span>\\\"<\/span>1<\/span>\\\"<\/span>,<\/span>\\\"<\/span>type<\/span>\\\"<\/span>:<\/span>\\\"<\/span>max<\/span>\\\"<\/span>,<\/span>\\\"<\/span>schema<\/span>\\\"<\/span>:<\/span>\\\"<\/span>metric<\/span>\\\"<\/span>,<\/span>\\\"<\/span>params<\/span>\\\"<\/span>:{<\/span>\\\"<\/span>field<\/span>\\\"<\/span>:<\/span>\\\"<\/span>inst<\/span>\\\"<\/span>}},{<\/span>\\\"<\/span>id<\/span>\\\"<\/span>:<\/span>\\\"<\/span>2<\/span>\\\"<\/span>,<\/span>\\\"<\/span>type<\/span>\\\"<\/span>:<\/span>\\\"<\/span>date_histogram<\/span>\\\"<\/span>,<\/span>\\\"<\/span>schema<\/span>\\\"<\/span>:<\/span>\\\"<\/span>segment<\/span>\\\"<\/span>,<\/span>\\\"<\/span>params<\/span>\\\"<\/span>:{<\/span>\\\"<\/span>field<\/span>\\\"<\/span>:<\/span>\\\"<\/span>timestamp<\/span>\\\"<\/span>,<\/span>\\\"<\/span>interval<\/span>\\\"<\/span>:<\/span>\\\"<\/span>auto<\/span>\\\"<\/span>,<\/span>\\\"<\/span>customInterval<\/span>\\\"<\/span>:<\/span>\\\"<\/span>2h<\/span>\\\"<\/span>,<\/span>\\\"<\/span>min_doc_count<\/span>\\\"<\/span>:1,<\/span>\\\"<\/span>extended_bounds<\/span>\\\"<\/span>:{}}}],<\/span>\\\"<\/span>listeners<\/span>\\\"<\/span>:{}}\"<\/span>,<\/span>\r\n      \"uiStateJSON\"<\/span>:<\/span> \"{}\"<\/span>,<\/span>\r\n      \"description\"<\/span>:<\/span> \"\"<\/span>,<\/span>\r\n      \"version\"<\/span>:<\/span> 1<\/span>,<\/span>\r\n      \"kibanaSavedObjectMeta\"<\/span>:<\/span> {<\/span>\r\n        \"searchSourceJSON\"<\/span>:<\/span> \"{<\/span>\\\"<\/span>index<\/span>\\\"<\/span>:<\/span>\\\"<\/span>home*<\/span>\\\"<\/span>,<\/span>\\\"<\/span>query<\/span>\\\"<\/span>:{<\/span>\\\"<\/span>query_string<\/span>\\\"<\/span>:{<\/span>\\\"<\/span>query<\/span>\\\"<\/span>:<\/span>\\\"<\/span>*<\/span>\\\"<\/span>,<\/span>\\\"<\/span>analyze_wildcard<\/span>\\\"<\/span>:true}},<\/span>\\\"<\/span>filter<\/span>\\\"<\/span>:[]}\"<\/span>\r\n      }<\/span>\r\n    }<\/span>\r\n  }<\/span>\r\n]<\/span>\r\n<\/code><\/pre>\n
\u56fe\u8868\u663e\u793a<\/h5>\n
\u5982\u679c\u6210\u529f\u5bfc\u5165\uff0c\u4f60\u5c31\u53ef\u4ee5\u770b\u5230\u56fe\u8868\u4e86\u3002\u8f6c\u5230”Dashboard”\uff0c\u7136\u540e\u70b9\u51fb\u53f3\u4e0a\u65b9\u7684\u6587\u4ef6\u5939\u56fe\u6807\uff08\u5f53\u9f20\u6807\u6307\u9488\u60ac\u505c\u5728\u4e0a\u9762\u65f6\uff0c\u4f1a\u663e\u793a”Load Saved Dashboard”\uff09\u3002<\/p>\n
\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
\u70b9\u51fb\u663e\u793a\u51fa\u73b0\u4e86\u4e00\u4e2a\u540d\u4e3a\u201c\u5bb6\u201d\u7684\u83dc\u5355\u9879\u3002<\/p>\n
\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
\u7ec8\u4e8e\uff0c\u7535\u529b\u4f7f\u7528\u91cf\u88ab\u56fe\u5f62\u5316\u4e86\uff01<\/p>\n
\u8bf7\u70b9\u51fb\u5c4f\u5e55\u53f3\u4e0a\u89d2\u7684\u65f6\u949f\u56fe\u6807\u8fdb\u884c\u66f4\u6539\u5c55\u793a\u65f6\u95f4\u548c\u81ea\u52a8\u66f4\u65b0\u8bbe\u7f6e\u7b49\u64cd\u4f5c\uff0c\u968f\u4fbf\u5c1d\u8bd5\u4e00\u4e0b\u3002<\/p>\n
\u6700\u540e<\/h2>\n
\u82b1\u4e86\u4e00\u4e9b\u521d\u59cb\u6295\u8d44\uff0c\u4f46\u5df2\u7ecf\u5b9e\u73b0\u4e86\u7535\u529b\u4f7f\u7528\u91cf\u7684\u56fe\u5f62\u5316\u3002\u53ea\u8981\u5c06\u6570\u636e\u5b58\u50a8\u5728Elasticsearch\u4e2d\uff0c\u5c31\u53ef\u4ee5\u4f7f\u7528Kibana\u8fdb\u884c\u56fe\u5f62\u5316\uff0c\u8fd9\u6837\u4e00\u8fb9\u663e\u793a\u6e29\u5ea6\u3001\u6e7f\u5ea6\u7b49\u4e00\u8fb9\u663e\u793a\u7535\u529b\u4f7f\u7528\u91cf\uff0c\u611f\u89c9\u5f88\u6709\u8da3\u5427\u3002<\/p>\n
\u5982\u679c\u4f7f\u7528\u5bb6\u7535\u5236\u9020\u5546\u9500\u552e\u7684HEMS\u7cfb\u7edf\uff0c\u53ef\u4ee5\u5b9e\u73b0\u76f8\u540c\u7684\u529f\u80fd\uff0c\u4f46\u7531\u4e8e\u5236\u9020\u5546\u4e4b\u95f4\u7f3a\u4e4f\u4e92\u64cd\u4f5c\u6027\uff0c\u53ef\u80fd\u4f1a\u53d7\u5230\u6269\u5c55\u6027\u7684\u9650\u5236\u3002
\n\u9664\u975e\u5c06\u8fd9\u65b9\u9762\u5f00\u653e\u4e3a\u516c\u5f00\u7684\u89c4\u683c\uff0c\u5426\u5219HEMS\u53ef\u80fd\u5f88\u96be\u5f97\u5230\u666e\u53ca\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u9996\u5148 \u53d7\u5230rukihena\u3055\u3093\u7684\u4ee5\u4e0b\u6587\u7ae0\u7684\u542f\u53d1\uff0c\u6211\u5c1d\u8bd5\u5c06\u5bb6\u5ead\u4f7f\u7528\u7684\u7535\u529b\u6570\u636e\u4ece\u667a\u80fd\u7535\u8868\u4e2d\u63d0\u53d6\u5e76\u7ed8\u5236\u6210\u56fe\u8868\u3002 ht […]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-41104","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n\u5c06\u4ece\u667a\u80fd\u7535\u8868\u4e2d\u83b7\u53d6\u7684\u7535\u529b\u4f7f\u7528\u91cf\u8fdb\u884c\u56fe\u8868\u5316\uff08\u4f7f\u7528Elasticsearch + Kibana\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\/\u5c06\u4ece\u667a\u80fd\u7535\u8868\u4e2d\u83b7\u53d6\u7684\u7535\u529b\u4f7f\u7528\u91cf\u8fdb\u884c\u56fe\u8868\u5316\uff08\u4f7f\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5c06\u4ece\u667a\u80fd\u7535\u8868\u4e2d\u83b7\u53d6\u7684\u7535\u529b\u4f7f\u7528\u91cf\u8fdb\u884c\u56fe\u8868\u5316\uff08\u4f7f\u7528Elasticsearch + Kibana\uff09\" \/>\n<meta property=\"og:description\" content=\"\u9996\u5148 \u53d7\u5230rukihena\u3055\u3093\u7684\u4ee5\u4e0b\u6587\u7ae0\u7684\u542f\u53d1\uff0c\u6211\u5c1d\u8bd5\u5c06\u5bb6\u5ead\u4f7f\u7528\u7684\u7535\u529b\u6570\u636e\u4ece\u667a\u80fd\u7535\u8868\u4e2d\u63d0\u53d6\u5e76\u7ed8\u5236\u6210\u56fe\u8868\u3002 ht […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5c06\u4ece\u667a\u80fd\u7535\u8868\u4e2d\u83b7\u53d6\u7684\u7535\u529b\u4f7f\u7528\u91cf\u8fdb\u884c\u56fe\u8868\u5316\uff08\u4f7f\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-13T10:31:59+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-30T08:31:44+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d450337434c4406ca1390\/3-0.png\" \/>\n<meta name=\"author\" content=\"\u6e05, \u626c\" \/>\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, \u626c\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \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\/%e5%b0%86%e4%bb%8e%e6%99%ba%e8%83%bd%e7%94%b5%e8%a1%a8%e4%b8%ad%e8%8e%b7%e5%8f%96%e7%9a%84%e7%94%b5%e5%8a%9b%e4%bd%bf%e7%94%a8%e9%87%8f%e8%bf%9b%e8%a1%8c%e5%9b%be%e8%a1%a8%e5%8c%96%ef%bc%88%e4%bd%bf\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%86%e4%bb%8e%e6%99%ba%e8%83%bd%e7%94%b5%e8%a1%a8%e4%b8%ad%e8%8e%b7%e5%8f%96%e7%9a%84%e7%94%b5%e5%8a%9b%e4%bd%bf%e7%94%a8%e9%87%8f%e8%bf%9b%e8%a1%8c%e5%9b%be%e8%a1%a8%e5%8c%96%ef%bc%88%e4%bd%bf\/\",\"name\":\"\u5c06\u4ece\u667a\u80fd\u7535\u8868\u4e2d\u83b7\u53d6\u7684\u7535\u529b\u4f7f\u7528\u91cf\u8fdb\u884c\u56fe\u8868\u5316\uff08\u4f7f\u7528Elasticsearch + Kibana\uff09 - Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2023-11-13T10:31:59+00:00\",\"dateModified\":\"2024-04-30T08:31:44+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/cb5556d2501da73d864cac945e8d9461\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%86%e4%bb%8e%e6%99%ba%e8%83%bd%e7%94%b5%e8%a1%a8%e4%b8%ad%e8%8e%b7%e5%8f%96%e7%9a%84%e7%94%b5%e5%8a%9b%e4%bd%bf%e7%94%a8%e9%87%8f%e8%bf%9b%e8%a1%8c%e5%9b%be%e8%a1%a8%e5%8c%96%ef%bc%88%e4%bd%bf\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%86%e4%bb%8e%e6%99%ba%e8%83%bd%e7%94%b5%e8%a1%a8%e4%b8%ad%e8%8e%b7%e5%8f%96%e7%9a%84%e7%94%b5%e5%8a%9b%e4%bd%bf%e7%94%a8%e9%87%8f%e8%bf%9b%e8%a1%8c%e5%9b%be%e8%a1%a8%e5%8c%96%ef%bc%88%e4%bd%bf\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%86%e4%bb%8e%e6%99%ba%e8%83%bd%e7%94%b5%e8%a1%a8%e4%b8%ad%e8%8e%b7%e5%8f%96%e7%9a%84%e7%94%b5%e5%8a%9b%e4%bd%bf%e7%94%a8%e9%87%8f%e8%bf%9b%e8%a1%8c%e5%9b%be%e8%a1%a8%e5%8c%96%ef%bc%88%e4%bd%bf\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.silicloud.com\/zh\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u5c06\u4ece\u667a\u80fd\u7535\u8868\u4e2d\u83b7\u53d6\u7684\u7535\u529b\u4f7f\u7528\u91cf\u8fdb\u884c\u56fe\u8868\u5316\uff08\u4f7f\u7528Elasticsearch + Kibana\uff09\"}]},{\"@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\/cb5556d2501da73d864cac945e8d9461\",\"name\":\"\u6e05, \u626c\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/32a4239de8ff29adace466261d309424a1e5fe9f7e3036bf89fe03f2e3dbe717?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/32a4239de8ff29adace466261d309424a1e5fe9f7e3036bf89fe03f2e3dbe717?s=96&d=mm&r=g\",\"caption\":\"\u6e05, \u626c\"},\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/author\/qingyang\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%86%e4%bb%8e%e6%99%ba%e8%83%bd%e7%94%b5%e8%a1%a8%e4%b8%ad%e8%8e%b7%e5%8f%96%e7%9a%84%e7%94%b5%e5%8a%9b%e4%bd%bf%e7%94%a8%e9%87%8f%e8%bf%9b%e8%a1%8c%e5%9b%be%e8%a1%a8%e5%8c%96%ef%bc%88%e4%bd%bf\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u5c06\u4ece\u667a\u80fd\u7535\u8868\u4e2d\u83b7\u53d6\u7684\u7535\u529b\u4f7f\u7528\u91cf\u8fdb\u884c\u56fe\u8868\u5316\uff08\u4f7f\u7528Elasticsearch + Kibana\uff09 - 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\/\u5c06\u4ece\u667a\u80fd\u7535\u8868\u4e2d\u83b7\u53d6\u7684\u7535\u529b\u4f7f\u7528\u91cf\u8fdb\u884c\u56fe\u8868\u5316\uff08\u4f7f\/","og_locale":"zh_CN","og_type":"article","og_title":"\u5c06\u4ece\u667a\u80fd\u7535\u8868\u4e2d\u83b7\u53d6\u7684\u7535\u529b\u4f7f\u7528\u91cf\u8fdb\u884c\u56fe\u8868\u5316\uff08\u4f7f\u7528Elasticsearch + Kibana\uff09","og_description":"\u9996\u5148 \u53d7\u5230rukihena\u3055\u3093\u7684\u4ee5\u4e0b\u6587\u7ae0\u7684\u542f\u53d1\uff0c\u6211\u5c1d\u8bd5\u5c06\u5bb6\u5ead\u4f7f\u7528\u7684\u7535\u529b\u6570\u636e\u4ece\u667a\u80fd\u7535\u8868\u4e2d\u63d0\u53d6\u5e76\u7ed8\u5236\u6210\u56fe\u8868\u3002 ht […]","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/\u5c06\u4ece\u667a\u80fd\u7535\u8868\u4e2d\u83b7\u53d6\u7684\u7535\u529b\u4f7f\u7528\u91cf\u8fdb\u884c\u56fe\u8868\u5316\uff08\u4f7f\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2023-11-13T10:31:59+00:00","article_modified_time":"2024-04-30T08:31:44+00:00","og_image":[{"url":"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d450337434c4406ca1390\/3-0.png"}],"author":"\u6e05, \u626c","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u6e05, \u626c","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"2 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%86%e4%bb%8e%e6%99%ba%e8%83%bd%e7%94%b5%e8%a1%a8%e4%b8%ad%e8%8e%b7%e5%8f%96%e7%9a%84%e7%94%b5%e5%8a%9b%e4%bd%bf%e7%94%a8%e9%87%8f%e8%bf%9b%e8%a1%8c%e5%9b%be%e8%a1%a8%e5%8c%96%ef%bc%88%e4%bd%bf\/","url":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%86%e4%bb%8e%e6%99%ba%e8%83%bd%e7%94%b5%e8%a1%a8%e4%b8%ad%e8%8e%b7%e5%8f%96%e7%9a%84%e7%94%b5%e5%8a%9b%e4%bd%bf%e7%94%a8%e9%87%8f%e8%bf%9b%e8%a1%8c%e5%9b%be%e8%a1%a8%e5%8c%96%ef%bc%88%e4%bd%bf\/","name":"\u5c06\u4ece\u667a\u80fd\u7535\u8868\u4e2d\u83b7\u53d6\u7684\u7535\u529b\u4f7f\u7528\u91cf\u8fdb\u884c\u56fe\u8868\u5316\uff08\u4f7f\u7528Elasticsearch + Kibana\uff09 - Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website"},"datePublished":"2023-11-13T10:31:59+00:00","dateModified":"2024-04-30T08:31:44+00:00","author":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/cb5556d2501da73d864cac945e8d9461"},"breadcrumb":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%86%e4%bb%8e%e6%99%ba%e8%83%bd%e7%94%b5%e8%a1%a8%e4%b8%ad%e8%8e%b7%e5%8f%96%e7%9a%84%e7%94%b5%e5%8a%9b%e4%bd%bf%e7%94%a8%e9%87%8f%e8%bf%9b%e8%a1%8c%e5%9b%be%e8%a1%a8%e5%8c%96%ef%bc%88%e4%bd%bf\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%86%e4%bb%8e%e6%99%ba%e8%83%bd%e7%94%b5%e8%a1%a8%e4%b8%ad%e8%8e%b7%e5%8f%96%e7%9a%84%e7%94%b5%e5%8a%9b%e4%bd%bf%e7%94%a8%e9%87%8f%e8%bf%9b%e8%a1%8c%e5%9b%be%e8%a1%a8%e5%8c%96%ef%bc%88%e4%bd%bf\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%86%e4%bb%8e%e6%99%ba%e8%83%bd%e7%94%b5%e8%a1%a8%e4%b8%ad%e8%8e%b7%e5%8f%96%e7%9a%84%e7%94%b5%e5%8a%9b%e4%bd%bf%e7%94%a8%e9%87%8f%e8%bf%9b%e8%a1%8c%e5%9b%be%e8%a1%a8%e5%8c%96%ef%bc%88%e4%bd%bf\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.silicloud.com\/zh\/blog\/"},{"@type":"ListItem","position":2,"name":"\u5c06\u4ece\u667a\u80fd\u7535\u8868\u4e2d\u83b7\u53d6\u7684\u7535\u529b\u4f7f\u7528\u91cf\u8fdb\u884c\u56fe\u8868\u5316\uff08\u4f7f\u7528Elasticsearch + Kibana\uff09"}]},{"@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\/cb5556d2501da73d864cac945e8d9461","name":"\u6e05, \u626c","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/32a4239de8ff29adace466261d309424a1e5fe9f7e3036bf89fe03f2e3dbe717?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/32a4239de8ff29adace466261d309424a1e5fe9f7e3036bf89fe03f2e3dbe717?s=96&d=mm&r=g","caption":"\u6e05, \u626c"},"url":"https:\/\/www.silicloud.com\/zh\/blog\/author\/qingyang\/"},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%b0%86%e4%bb%8e%e6%99%ba%e8%83%bd%e7%94%b5%e8%a1%a8%e4%b8%ad%e8%8e%b7%e5%8f%96%e7%9a%84%e7%94%b5%e5%8a%9b%e4%bd%bf%e7%94%a8%e9%87%8f%e8%bf%9b%e8%a1%8c%e5%9b%be%e8%a1%a8%e5%8c%96%ef%bc%88%e4%bd%bf\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/41104","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\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/comments?post=41104"}],"version-history":[{"count":2,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/41104\/revisions"}],"predecessor-version":[{"id":93018,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/41104\/revisions\/93018"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/media?parent=41104"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/categories?post=41104"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/tags?post=41104"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}