{"id":41007,"date":"2023-11-06T18:22:09","date_gmt":"2023-06-03T08:43:06","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%8e%e5%ae%89%e8%a3%85elasticsearch%e5%88%b0%e5%af%bc%e5%85%a5%e6%95%b0%e6%8d%ae\/"},"modified":"2024-05-04T07:49:40","modified_gmt":"2024-05-03T23:49:40","slug":"%e4%bb%8e%e5%ae%89%e8%a3%85elasticsearch%e5%88%b0%e5%af%bc%e5%85%a5%e6%95%b0%e6%8d%ae","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%8e%e5%ae%89%e8%a3%85elasticsearch%e5%88%b0%e5%af%bc%e5%85%a5%e6%95%b0%e6%8d%ae\/","title":{"rendered":"\u4ece\u5b89\u88c5Elasticsearch\u5230\u5bfc\u5165\u6570\u636e"},"content":{"rendered":"<p>\u6700\u8fd1\uff0c\u6211\u5f00\u59cb\u5728\u5de5\u4f5c\u4e2d\u4f7f\u7528Elasticsearch\u3002\u4e3a\u4e86\u5907\u5fd8\uff0c\u6211\u51b3\u5b9a\u8bb0\u5f55\u4e0b\u6211\u4f7f\u7528\u548c\u5b66\u4e60\u7684\u4ece\u6570\u636e\u63d2\u5165\u5230\u8bc4\u5206\u7684\u8fc7\u7a0b\u4e2d\u7684\u7ecf\u9a8c\u3002<\/p>\n<p>\u7531\u4e8e\u5168\u6587\u6bd4\u8f83\u957f\uff0c\u6211\u5c06\u5206\u4e3a\u524d\u540e\u4e24\u7bc7\u6765\u5199\u3002<br \/>\n\u524d\u7bc7\u5c06\u4ece\u5b89\u88c5\u5f00\u59cb\u5230\u6570\u636e\u8f93\u5165\uff0c<br \/>\n\u800c\u540e\u7bc7\u5219\u5c06\u8ba8\u8bba\u641c\u7d22\u548c\u8bc4\u5206\u7684\u5185\u5bb9\u3002<\/p>\n<h2>\u5b89\u88c5<\/h2>\n<p>\u9996\u5148\uff0c\u6211\u4eec\u8981\u5b89\u88c5\u5fc5\u8981\u7684\u8f6f\u4ef6\u3002<br \/>\n\u5f00\u53d1\u73af\u5883\u4f7f\u7528\u7684\u662fCentOS7\u64cd\u4f5c\u7cfb\u7edf\u3002<\/p>\n<blockquote><p>\u5f39\u6027\u641c\u7d22\u81f3\u5c11\u9700\u8981Java 8\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u5728\u64b0\u5199\u672c\u6587\u65f6\uff0c\u5efa\u8bae\u60a8\u4f7f\u7528Oracle JDK\u7248\u672c1.8.0_73\u3002<\/p><\/blockquote>\n<p>\u9700\u8981Java\u7248\u672c\u4e3a8\u6216\u66f4\u9ad8\u7248\u672c\u3002<\/p>\n<h3>Java\u7684\u5b89\u88c5<\/h3>\n<p>\u9996\u5148\u8981\u5b89\u88c5Java 8\u3002<br \/>\n\u60a8\u53ef\u4ee5\u53c2\u8003\u6b64\u94fe\u63a5\u8fdb\u884c\u64cd\u4f5c\u3002<br \/>\n\u5982\u679c\u5df2\u7ecf\u5b89\u88c5\u4e86\u65e7\u7248\u672c\u7684Java 1.7\uff0c\u4e0a\u8ff0\u94fe\u63a5\u4e2d\u4e5f\u8bf4\u660e\u4e86\u5982\u4f55\u5207\u6362Java\u865a\u62df\u673a\u7684\u65b9\u6cd5\u3002<\/p>\n<p>\u53ef\u4ee5\u5220\u9664Java7\u5e76\u91cd\u65b0\u5b89\u88c5Java8\u3002<\/p>\n<pre class=\"post-pre\"><code>$ sudo yum remove -y java-1.7.0-openjdk\r\n$ sudo yum install -y java-1.8.0-openjdk-devel\r\n$ sudo yum install -y java-1.8.0-openjdk-debuginfo --enablerepo=*debug*\r\n<\/code><\/pre>\n<p>\u68c0\u67e5\u7248\u672c<\/p>\n<pre class=\"post-pre\"><code>$ java -version\r\njava version \"1.8.0_111\"\r\nJava(TM) SE Runtime Environment (build 1.8.0_111-b14)\r\nJava HotSpot(TM) 64-Bit Server VM (build 25.111-b14, mixed mode)\r\n<\/code><\/pre>\n<h3>\u5b89\u88c5Elasticsearch\u3002<\/h3>\n<p>\u5728Yum\u4e2d\u53ef\u4ee5\u5b89\u88c5\u7684\u662f2.x\u7684\u65e7\u7248\u672c\u3002<br \/>\n\u56e0\u4e3a\u5728\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528Elasticsearch5.0\uff0c\u6240\u4ee5\u8981\u5b89\u88c5Elasticsearch5.0\u3002<br \/>\n\uff08\u6700\u8fd1\u597d\u50cf\u4e5f\u53d1\u5e03\u4e866\u7248\u672c\u3002\uff09<br \/>\n\u5b89\u88c5\u53ef\u4ee5\u6309\u7167Elasticsearch\u6587\u6863\u4e2d\u7684\u6b65\u9aa4\u8fdb\u884c\uff0c\u4f46\u662f\u542f\u52a8\u5374\u6ca1\u6709\u6210\u529f\u3002 ( \uff1b\u2200\uff1b)<\/p>\n<p>\u53e6\u4e00\u79cd\u65b9\u6cd5\u662f\u901a\u8fc7rpm\u5b89\u88c5\u3002\uff08\u76ee\u524d\uff0c\u65e0\u6cd5\u901a\u8fc7rpm\u5b89\u88c56\u7248\u672c\u3002\uff09<\/p>\n<pre class=\"post-pre\"><code># rpm --import https:\/\/artifacts.elastic.co\/GPG-KEY-elasticsearch\r\n# vim \/etc\/yum.repos.d\/elasticsearch.repo\r\n[elasticsearch-5.x]\r\nname=Elasticsearch repository for 5.x packages\r\nbaseurl=https:\/\/artifacts.elastic.co\/packages\/5.x\/yum\r\ngpgcheck=1\r\ngpgkey=https:\/\/artifacts.elastic.co\/GPG-KEY-elasticsearch\r\nenabled=1\r\nautorefresh=1\r\ntype=rpm-md\r\n\r\n# yum install elasticsearch\r\n# systemctl enable elasticsearch\r\n# systemctl start elasticsearch\r\n<\/code><\/pre>\n<p>\u8d77\u52d5\u4e86\u5417\uff1f\u53ef\u4ee5\u6d4b\u8bd5\u4e00\u4e0b\u5417\uff1f<\/p>\n<pre class=\"post-pre\"><code># curl localhost:9200\r\n{\r\n  \"name\" : \"3Y-W_H1\",\r\n  \"cluster_name\" : \"elasticsearch\",\r\n  \"cluster_uuid\" : \"cYenb8Q8S22EHcxJPL7k2Q\",\r\n  \"version\" : {\r\n    \"number\" : \"5.0.0\",\r\n    \"build_hash\" : \"253032b\",\r\n    \"build_date\" : \"2016-10-26T04:37:51.531Z\",\r\n    \"build_snapshot\" : false,\r\n    \"lucene_version\" : \"6.2.0\"\r\n  },\r\n  \"tagline\" : \"You Know, for Search\"\r\n}\r\n\r\n<\/code><\/pre>\n<p>\u4f60\u6210\u529f\u542f\u52a8\u4e86\u3002<\/p>\n<h3>Kibana\u7684\u5b89\u88c5<\/h3>\n<p>\u53c2\u8003Elastic Doc\u3002<\/p>\n<pre class=\"post-pre\"><code># rpm --import https:\/\/artifacts.elastic.co\/GPG-KEY-elasticsearch\r\n# vim \/etc\/yum.repos.d\/kibana.repo\r\n[kibana-5.x]\r\nname=Kibana repository for 5.x packages\r\nbaseurl=https:\/\/artifacts.elastic.co\/packages\/5.x\/yum\r\ngpgcheck=1\r\ngpgkey=https:\/\/artifacts.elastic.co\/GPG-KEY-elasticsearch\r\nenabled=1\r\nautorefresh=1\r\ntype=rpm-md\r\n\r\n# yum install kibana\r\n# systemctl enable kibana\r\n# systemctl start kibana\r\n<\/code><\/pre>\n<p>\u6211\u8981\u8bbe\u7f6e\u8fde\u63a5\u3002<\/p>\n<pre class=\"post-pre\"><code># vim \/etc\/kibana\/kibana.yml\r\nnetwork.host: \"0.0.0.0\"\r\nelasticsearch.url: \"http:\/\/localhost:9200\"\r\n# systemctl restart kibana\r\n<\/code><\/pre>\n<p>\u8ba9\u6211\u4eec\u5728\u6d4f\u89c8\u5668\u4e2d\u6253\u5f00\u5b83\u5427\u3002<\/p>\n<p>\u8bf7\u5c06\u4ee5\u4e0b\u5185\u5bb9\u7528\u4e2d\u6587\u8fdb\u884c\u8868\u8fbe\uff1ahttp:\/\/192.168.216.128:5601<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d446737434c4406c9f2a6\/26-0.png\" alt=\"\u30ad\u30e3\u30d7\u30c1\u30e3.PNG\" \/><\/div>\n<p>\u6210\u529f\u89e3\u6c7a\u4e86\uff01(\u00b4\u2200\uff40)<\/p>\n<h3>\u5b89\u88c5Kuromoji<\/h3>\n<p>\u8ba9\u6211\u4eec\u4e5f\u5b89\u88c5\u4e00\u4e2a\u7528\u4e8e\u65e5\u8bed\u5206\u6790\u7684\u63d2\u4ef6\u5427\u3002<\/p>\n<pre class=\"post-pre\"><code># \/usr\/share\/elasticsearch\/bin\/elasticsearch-plugin install analysis-kuromoji\r\n# systemctl restart elasticsearch\r\n# curl -X GET 'http:\/\/localhost:9200\/_nodes\/plugins?pretty'\r\n\u2026\r\n\"plugins\" : [\r\n        {\r\n          \"name\" : \"analysis-kuromoji\",\r\n          \"version\" : \"5.0.0\",\r\n          \"description\" : \"The Japanese (kuromoji) Analysis plugin integrates Lucene kuromoji analysis module into elasticsearch.\",\r\n          \"classname\" : \"org.elasticsearch.plugin.analysis.kuromoji.AnalysisKuromojiPlugin\"\r\n        }\r\n      ],\r\n\u2026\r\n<\/code><\/pre>\n<h3>\u9644\u52a0\u54c1<\/h3>\n<p>\u5728\u4e2d\u56fd\u6709Elastic Cloud\u7684\u4e91\u7248\u672c\uff08\u63d0\u4f9b14\u5929\u514d\u8d39\u8bd5\u7528\u671f\uff09\u3002<br \/>\nElastic\u4e0d\u4f7f\u7528\u81ea\u5df1\u7684\u670d\u52a1\u5668\uff0c\u800c\u662f\u4f7f\u7528AWS\u7684\u670d\u52a1\u5668\u3002<br \/>\n\u867d\u7136\u5b8c\u5168\u5728\u6d4f\u89c8\u5668\u4e2d\u8fdb\u884cGUI\u64cd\u4f5c\u5f88\u65b9\u4fbf\uff0c\u4f46\u65e0\u6cd5\u8fdb\u5165\u670d\u52a1\u5668\u7684\u540e\u53f0\uff08CUI\uff09\u4e5f\u662f\u4e0d\u65b9\u4fbf\u7684\u3002<\/p>\n<h2>\u4f7f\u7528Python\u8fdb\u884c\u6570\u636e\u8f93\u5165\u3002<\/h2>\n<p>\u56e0\u4e3a\u60f3\u8981\u5c1d\u8bd5\u4f7f\u7528kuromoji\uff0c\u6240\u4ee5\u5c06\u5bfc\u5165Twitter\u4fe1\u606f\u5e76\u8fdb\u884c\u65e5\u8bed\u5206\u6790\u3002<br \/>\n\u56e0\u4e3a\u60f3\u8981\u5c1d\u8bd5\u4f7f\u7528kibana\u7684\u5730\u56fe\u529f\u80fd\uff0c\u6240\u4ee5\u5c06\u6295\u5165\u5730\u9707\u4fe1\u606f\u8fdb\u884c\u8bd5\u9a8c\u3002<\/p>\n<h3>1. \u5206\u6790Twitter\u4e0a\u7684\u4fe1\u606f<\/h3>\n<p>\u56e0\u4e3a\u5bf9\u4e8eTwitter\u7b49\u6536\u96c6\u4fe1\u606f\u7684\u4e8b\u60c5\u4e86\u89e3\u4e0d\u591a\uff0c\u6240\u4ee5\u4f1a\u53c2\u8003\u8fd9\u91cc\u7684\u5185\u5bb9\u7ee7\u7eed\u8fdb\u884c\u3002<\/p>\n<pre class=\"post-pre\"><code># python -V\r\nPython 3.5.2 :: Anaconda 4.1.1 (64-bit)\r\n<\/code><\/pre>\n<p>\u9996\u5148\uff0c\u5b89\u88c5\u6240\u9700\u7684\u8f6f\u4ef6\u5305\u3002<\/p>\n<pre class=\"post-pre\"><code># pip install twitter\r\n# pip install elasticsearch\r\n<\/code><\/pre>\n<h4>\u6620\u5c04<\/h4>\n<p>\u4e0e SQL \u7c7b\u4f3c\uff0cElasticsearch \u4e5f\u9700\u8981\u5728\u4e8b\u5148\u786e\u5b9a\u6570\u636e\u7ed3\u6784\uff0c\u5e76\u5c06\u6570\u636e\u63d2\u5165\u5176\u4e2d\u3002<br \/>\nElasticsearch \u7684\u6570\u636e\u7ed3\u6784\u662f\u4ee5\u7d22\u5f15-\u7c7b\u578b-\u6807\u8bc6\uff08index-type-id\uff09\u7684\u5f62\u5f0f\u5b58\u5728\u7684\u3002<br \/>\n\u5728\u63d2\u5165\u6570\u636e\u65f6\uff0c\u9700\u8981\u6307\u5b9a\u7d22\u5f15\u548c\u7c7b\u578b\uff0c\u800c\u6807\u8bc6\u5219\u53ef\u4ee5\u4e0d\u6307\u5b9a\u3002<br \/>\n\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u4f1a\u81ea\u52a8\u4ea7\u751f\u4e00\u4e2a22\u4f4d\u7684UUID\u3002<\/p>\n<div>\n<div class=\"post-table\">SQLMongoElasticDBDBindextablecollectiontype<\/div>\n<\/div>\n<p>\u53ef\u4ee5\u4f7f\u7528curl\u8fdb\u884c\u6620\u5c04\uff0c\u4f46\u6211\u8ba4\u4e3a\u5728Kibana\u7684Dev Tools\u4e2d\u66f4\u65b9\u4fbf\u3002<\/p>\n<pre class=\"post-pre\"><code>PUT \/twi_index\r\n{\r\n    \"settings\":{\r\n        \"index\":{\r\n            \"analysis\":{\r\n                \"tokenizer\" : {\r\n                        \"kuromoji\" : {\r\n                            \"type\" : \"kuromoji_tokenizer\",\r\n                            \"mode\" : \"search\"\r\n                        }\r\n                    },\r\n                \"analyzer\" : {\r\n                        \"japanese\" : {\r\n                                \"type\": \"custom\",\r\n                                \"tokenizer\" : \"kuromoji\",\r\n                                \"filter\" : [\"pos_filter\"]\r\n                        }\r\n                    },\r\n                    \"filter\" : {\r\n                        \"pos_filter\" : {\r\n                                \"type\" : \"kuromoji_part_of_speech\",\r\n                                \"stoptags\" :[\"\u63a5\u7d9a\u8a5e\",\"\u52a9\u8a5e\",\"\u52a9\u8a5e-\u683c\u52a9\u8a5e\",\"\u52a9\u8a5e-\u683c\u52a9\u8a5e-\u4e00\u822c\",\"\u52a9\u8a5e-\u683c\u52a9\u8a5e-\u5f15\u7528\",\"\u52a9\u8a5e-\u683c\u52a9\u8a5e-\u9023\u8a9e\",\"\u52a9\u8a5e-\u63a5\u7d9a\u52a9\u8a5e\",\"\u52a9\u8a5e-\u4fc2\u52a9\u8a5e\",\"\u52a9\u8a5e-\u526f\u52a9\u8a5e\",\"\u52a9\u8a5e-\u9593\u6295\u52a9\u8a5e\",\"\u52a9\u8a5e-\u4e26\u7acb\u52a9\u8a5e\",\"\u52a9\u8a5e-\u7d42\u52a9\u8a5e\",\"\u52a9\u8a5e-\u526f\u52a9\u8a5e\uff0f\u4e26\u7acb\u52a9\u8a5e\uff0f\u7d42\u52a9\u8a5e\",\"\u52a9\u8a5e-\u9023\u4f53\u5316\",\"\u52a9\u8a5e-\u526f\u8a5e\u5316\",\"\u52a9\u8a5e-\u7279\u6b8a\",\"\u52a9\u52d5\u8a5e\",\"\u8a18\u53f7\",\"\u8a18\u53f7-\u4e00\u822c\",\"\u8a18\u53f7-\u8aad\u70b9\",\"\u8a18\u53f7-\u53e5\u70b9\",\"\u8a18\u53f7-\u7a7a\u767d\",\"\u8a18\u53f7-\u62ec\u5f27\u958b\",\"\u8a18\u53f7-\u62ec\u5f27\u9589\",\"\u305d\u306e\u4ed6-\u9593\u6295\",\"\u30d5\u30a3\u30e9\u30fc\",\"\u975e\u8a00\u8a9e\u97f3\"]\r\n                        }\r\n                    }\r\n            }\r\n        }\r\n    },\r\n    \"mappings\": {\r\n        \"twi_type\":{\r\n            \"properties\":{\r\n                \"created_at\" : {\r\n                    \"type\" : \"date\"\r\n                },\r\n                \"text\" : {\r\n                    \"type\" : \"text\",\r\n                    \"analyzer\": \"japanese\",\r\n                     \"fielddata\": true \r\n                },\r\n                \"track\": {\r\n                    \"type\": \"keyword\"\r\n                }\r\n            }\r\n        }\r\n    }\r\n}\r\n<\/code><\/pre>\n<p>\u5728\u8bbe\u7f6e\u4e2d\u5b9a\u4e49\u5206\u6790\u5668\u3002<br \/>\n\u7531\u4e8e\u9700\u8981\u5bf9\u6587\u672c\u8fdb\u884c\u4fdd\u5b58\u5e76\u8fdb\u884c\u65e5\u6587\u5206\u6790\uff0c\u56e0\u6b64\u9700\u8981\u6307\u5b9a\u5206\u6790\u5668\uff0c\u7528\u4e8eTwitter\u5185\u5bb9\u4fdd\u5b58\u3002<br \/>\n\u7531\u4e8e\u4e0d\u9700\u8981\u5206\u6790track\uff0c\u56e0\u6b64\u5c06\u7c7b\u578b\u6307\u5b9a\u4e3a\u5173\u952e\u8bcd\u3002<\/p>\n<p>\u4ee5\u4e0b\u662f\u53c2\u8003\u7684Kuromoji\u8bbe\u7f6e\u65b9\u6cd5\u3002<br \/>\n\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u5c06\u4f7f\u7528Kuromoji\u8bcd\u6027\u8fc7\u6ee4\u5668\u6765\u6392\u9664\u7279\u5b9a\u7684\u8bcd\u6027\uff08\u52a9\u8bcd\u3001\u683c\u52a9\u8bcd\u3001\u7b26\u53f7\uff09\u3002<\/p>\n<h4>\u6570\u636e\u8f93\u5165<\/h4>\n<p>\u6211\u51e0\u4e4e\u5b8c\u6574\u5730\u4f7f\u7528\u4e86yoppe\u5148\u751f\u7684\u811a\u672c\u3002<br \/>\n\u6211\u7a0d\u5fae\u4fee\u6539\u8fc7\u7684\u811a\u672c\u5df2\u4e0a\u4f20\u5230\u4e86Github\u4e0a\u3002<\/p>\n<h4>\u6210\u679c<\/h4>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d446737434c4406c9f2a6\/50-0.png\" alt=\"aaa.png\" \/><\/div>\n<p>\u53d1\u73b0 &#8211; \u9009\u62e9track\u3002<br \/>\n\u53ef\u89c6\u5316 &#8211; \u997c\u56fe &#8211; twi_index<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d446737434c4406c9f2a6\/52-0.png\" alt=\"bbb.png\" \/><\/div>\n<p>\u56e0\u4e3a\u5728\u90a3\u4e00\u5929\uff0816\/11\/11\uff09\uff0c\u7535\u89c6\u4e0a\u64ad\u51fa\u4e86\u300a\u7ea2\u732a\u300b\u8fd9\u90e8\u7535\u5f71\uff0c\u56e0\u6b64\u5728Twitter\u4e0a\u6210\u4e3a\u4e86\u70ed\u95e8\u8bdd\u9898\u3002( \u00b4\u2200\uff40 )<\/p>\n<p>&#8211; \u5176\u4ed6<br \/>\n&#8211; \u53ef\u4ee5\u4f7f\u7528GET _aliases\u6765\u68c0\u67e5\u7d22\u5f15\u5217\u8868\u3002<br \/>\n&#8211; \u5173\u4e8e\u5b57\u6bb5\u6570\u636e\u7c7b\u578b<br \/>\n&#8211; 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src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d446737434c4406c9f2a6\/59-0.png\" alt=\"ccc.png\" \/><\/div>\n<p>\u867d\u7136\u60c5\u51b5\u5fae\u5999\uff0c\u4f46\u7a0d\u5fae\u597d\u8f6c\u4e86\u4e00\u4e9b\u3002<br \/>\n\u55ef\uff0c\u5728Twitter\u4e0a\u6d41\u4f20\u7684\u4fe1\u606f\u4e2d\u6709\u5f88\u591a\u4e13\u6709\u540d\u8bcd\uff0c\u5982\u679c\u4e0d\u5b9a\u4e49\u7528\u6237\u8bcd\u5178\uff0c\u5206\u6790\u5c31\u4f1a\u53d8\u5f97\u56f0\u96be\u3002<\/p>\n<h3>2. \u9707\u52a8\u4fe1\u606f<\/h3>\n<p>\u4f7f\u7528\u7684\u4fe1\u606f\u6e90\u662f\u7531P2P\u5730\u9707\u4fe1\u606f\u63d0\u4f9b\u7684JSON API\u3002<\/p>\n<h4>\u5730\u5716\u6620\u5c04<\/h4>\n<pre class=\"post-pre\"><code>PUT \/earthquakes\r\n{\r\n    \"mappings\": {\r\n        \"earthquake\": {\r\n            \"properties\": {\r\n                \"time\": {\r\n                    \"type\": \"date\",\r\n                    \"format\":\"yyyy\/MM\/dd HH:mm:ssZ\"\r\n                },\r\n                \"place\": {\r\n              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