{"id":433,"date":"2022-04-27T11:19:38","date_gmt":"2022-04-27T03:19:38","guid":{"rendered":"http:\/\/www.softeng.cn\/?p=433"},"modified":"2022-04-27T11:19:38","modified_gmt":"2022-04-27T03:19:38","slug":"%e3%80%8ab%e7%ab%99-elasticsearch%e3%80%8b%e5%ad%a6%e4%b9%a0%e7%ac%94%e8%ae%b0","status":"publish","type":"post","link":"https:\/\/www.softeng.cn\/?p=433","title":{"rendered":"\u300aB\u7ad9-ElasticSearch\u300b\u5b66\u4e60\u7b14\u8bb0"},"content":{"rendered":"<p>[TOC]<\/p>\n<p>\u89c6\u9891\u5730\u5740\uff1a<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.bilibili.com\/video\/BV17a4y1x7zq?p=5\">\u3010\u72c2\u795e\u8bf4Java\u3011ElasticSearch7.6.x\u6700\u65b0\u5b8c\u6574\u6559\u7a0b\u901a\u4fd7\u6613\u61c2_\u54d4\u54e9\u54d4\u54e9_bilibili<\/a><\/p>\n<h1>\u73af\u5883\u5b89\u88c5<\/h1>\n<h2>\u5b89\u88c5ElasticSearch<\/h2>\n<p>\u58f0\u660e\uff1aJDK\u6700\u4f4e\u8981\u6c421.8\u7248\u672c\u3002\uff08\u672c\u7b14\u8bb0\u4f7f\u7528\u7684ElasticSearch 8.1.0\u7248\u672c\uff09<\/p>\n<p>ElasticSearch\u662f\u57fa\u4e8eJava\u5f00\u53d1\u7684\uff0c\u540e\u7eed\u4f7f\u7528Java\u8fde\u63a5ES\u65f6\uff0cES\u7684\u7248\u672c\u8981\u548cJava\u7684\u6838\u5fc3jar\u5305\u7248\u672c\u5bf9\u5e94\u3002<\/p>\n<p><strong>1\u3001\u4e0b\u8f7d<\/strong><\/p>\n<p>\u5b98\u7f51\u5730\u5740\uff1a<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/\">https:\/\/www.elastic.co\/<\/a><\/p>\n<p><strong>2\u3001\u89e3\u538b\u5b89\u88c5\u5305<\/strong><\/p>\n<p>\u4e0b\u8f7d\u5230\u672c\u5730\u540e\uff0c\u8fdb\u884c\u89e3\u538b\uff0c\u5f97\u5230\u76ee\u5f55\u5982\u4e0b\u56fe<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/c93913a088c44e81bf0132bab604c75c.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16#pic_center\" alt=\"elasticsearch\u76ee\u5f55\u7ed3\u6784\" \/><br \/>\n\u76ee\u5f55\u7ed3\u6784\u8bf4\u660e<\/p>\n<pre><code class=\"line-numbers\">bin\/        \u542f\u52a8\u6587\u4ef6\u7b49\u53ef\u6267\u884c\u6587\u4ef6\u7684\u76ee\u5f55\nconfig\/     \u914d\u7f6e\u6587\u4ef6\u7684\u76ee\u5f55\n    log4j2.properties   \u65e5\u5fd7\u914d\u7f6e\n    jvm.options         java\u865a\u62df\u673a\u76f8\u5173\u7684\u914d\u7f6e\n    elasticsearch.yml   elasticsearch\u7684\u914d\u7f6e\u6587\u4ef6\nlib\/        \u76f8\u5173jar\u5305\u7684\u76ee\u5f55\nmodules\/    \u529f\u80fd\u6a21\u5757\u7684\u76ee\u5f55\nlogs\/       \u65e5\u5fd7\u7684\u76ee\u5f55\nplugins\/    \u63d2\u4ef6\u7684\u76ee\u5f55\uff0c\u5982ik\u5206\u8bcd\u5668\u7b49\n<\/code><\/pre>\n<p><strong>3\u3001\u4fee\u6539\u914d\u7f6e\u6587\u4ef6\uff1a<\/strong><br \/>\n\u6253\u5f00elasticsearch.yml\u6587\u4ef6\uff0c\u5bf9\u5982\u4e0b\u914d\u7f6e\u9879\u8fdb\u884c\u4fee\u6539\uff1a<\/p>\n<pre><code class=\"language-yml line-numbers\">xpack.security.enabled: false\n\nxpack.security.enrollment.enabled: false\n\nxpack.security.transport.ssl:\n  enabled: false\n<\/code><\/pre>\n<p><strong>4\u3001\u542f\u52a8<\/strong><br \/>\n\u8fd0\u884cbin\u76ee\u5f55\u4e0b\u7684elasticsearch.bat\u6587\u4ef6\uff0c\u5f85ES\u670d\u52a1\u542f\u52a8\u597d\u540e\uff0c\u4f7f\u7528\u6d4f\u89c8\u5668\u8bbf\u95ee<a class=\"wp-editor-md-post-content-link\" href=\"http:\/\/127.0.0.1:9200\/\">http:\/\/127.0.0.1:9200\/<\/a>\uff0c\u770b\u5230\u5982\u4e0b\u754c\u9762\uff0c\u4ee3\u8868ES\u542f\u52a8\u6210\u529f\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/b1cce9f7e3ab41a8af442a8681e4026a.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"ES\u542f\u52a8\u540e\u7684\u9ed8\u8ba4\u56de\u6587\" \/><\/p>\n<h2>\u5b89\u88c5ElasticSearch Hand\u53ef\u89c6\u5316\u5de5\u5177<\/h2>\n<p>hand\u7684github\u5730\u5740\uff1a<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/github.com\/mobz\/elasticsearch-head\">https:\/\/github.com\/mobz\/elasticsearch-head<\/a><br \/>\n\u4e0b\u8f7d\u540e\uff0c\u8fdb\u884c\u89e3\u538b\uff0c\u89e3\u538b\u540e\uff0c\u8fdb\u5165elasticsearch-head-master\u76ee\u5f55\uff0c\u5728\u5176\u4e2d\u6267\u884c\u547d\u4ee4\uff08\u6b64\u6b65\u9aa4\u9700\u8981\u5b89\u88c5nodejs\u73af\u5883\uff09<\/p>\n<pre><code class=\"language-bash line-numbers\"># \u5b89\u88c5\u9879\u76ee\u6240\u9700\u7684\u4f9d\u8d56\u5305\nnpm install\n# \u542f\u52a8\u9879\u76ee\nnpm run start\n<\/code><\/pre>\n<p>\u5728\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee\uff1a<a class=\"wp-editor-md-post-content-link\" href=\"http:\/\/localhost:9100\/\">http:\/\/localhost:9100\/<\/a>\uff0c\u770b\u5230\u5982\u4e0b\u754c\u9762<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/c6947ea54af542558bfac2194581121f.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"ElasticSearch Hand\u754c\u9762\" \/><br \/>\n\u6253\u5f00\u540e\uff0c\u82e5\u53d1\u73b0\u65e0\u6cd5\u94fe\u63a5\uff0c\u53ef\u6253\u5f00\u6d4f\u89c8\u5668\u7684\u63a7\u5236\u53f0\u67e5\u770b\u62a5\u9519\u4fe1\u606f\uff0c\u82e5\u662f\u56e0\u4e3a\u8de8\u57df\u95ee\u9898\u5bfc\u81f4\u4e86\u62a5\u9519\uff0c\u90a3\u6b64\u65f6\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539ES\u7684\u914d\u7f6e\u6587\u4ef6\u89e3\u51b3\u95ee\u9898\uff0c\u6253\u5f00elasticsearch.yml\u914d\u7f6e\u6587\u4ef6\uff0c\u5728\u5176\u4e2d\u6dfb\u52a0\u5982\u4e0b\u914d\u7f6e\uff1a<\/p>\n<pre><code class=\"language-yml line-numbers\">http.cors.enabled: true\nhttp.cors.allow-origin: \"*\"\n<\/code><\/pre>\n<p>\u7136\u540e\u91cd\u542fES\u670d\u52a1\uff0c\u6b64\u65f6\uff0c\u5237\u65b0hand\u7684\u754c\u9762\uff0c\u5c31\u80fd\u770b\u5230ES\u5df2\u7ecf\u94fe\u63a5\u6210\u529f\u4e86\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/9817da0d54504fd98ddb7e97fc017ff4.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u5bf9\u4e8e\u521d\u5b66\u8005\uff0c\u53ef\u4ee5\u628aES\u770b\u6210\u4e00\u4e2a\u6570\u636e\u5e93\uff0c\u4e0d\u8981\u8003\u8651\u5176\u662f\u641c\u7d22\u670d\u52a1\u5668\uff0c\u7d22\u5f15\u53ef\u4ee5\u7406\u89e3\u4e3a\u5173\u7cfb\u578b\u6570\u636e\u5e93\u4e2d\u7684\u5e93\uff0c\u6587\u6863\u53ef\u4ee5\u7406\u89e3\u4e3a\u5177\u4f53\u7684\u6570\u636e\u3002<\/p>\n<blockquote><p>\n  hand\u53ef\u4ee5\u628a\u5b83\u5f53\u505a\u6570\u636e\u5c55\u793a\u7684\u5de5\u5177\uff0c\u540e\u9762\u6240\u6709\u7684\u67e5\u8be2\uff0c\u53ef\u4ee5\u901a\u8fc7kibana\u5b9e\u73b0\u3002\n<\/p><\/blockquote>\n<h2>\u5b89\u88c5Kibana<\/h2>\n<p><strong>\u4e86\u89e3ELK<\/strong><br \/>\nELK\u662fElasticSearch\u3001Logstash\u3001Kibana\u4e09\u5927\u5f00\u6e90\u6846\u67b6\u7684\u9996\u5b57\u6bcd\u5927\u5199\u7b80\u79f0\u3002\u5e02\u9762\u4e0a\u4e5f\u88ab\u79f0\u4e3aElastic Stack\u3002\u5176\u4e2dElasticSearch\u662f\u4e00\u4e2a\u57fa\u4e8eLucene\u3001\u5206\u5e03\u5f0f\u3001\u901a\u8fc7RestFul\u65b9\u5f0f\u8fdb\u884c\u4ea4\u4e92\u7684\u8fd1\u5b9e\u65f6\u641c\u7d22\u5e73\u53f0\u6846\u67b6\u3002\u50cf\u7c7b\u4f3c\u767e\u5ea6\u3001\u8c37\u6b4c\u8fd9\u79cd\u5927\u6570\u636e\u5168\u6587\u641c\u7d22\u5f15\u64ce\u7684\u573a\u666f\u90fd\u53ef\u4ee5\u4f7f\u7528ElasticSearch\u4f5c\u4e3a\u5e95\u5c42\u652f\u6301\u6846\u67b6\uff0c\u53ef\u89c1ElasticSearch\u63d0\u4f9b\u7684\u641c\u7d22\u80fd\u529b\u786e\u5b9e\u5f3a\u5927\uff0c\u5f88\u591a\u65f6\u5019\uff0c\u6211\u4eec\u7b80\u79f0ElasticSearch\u4e3aES\u3002Logstash\u662fELK\u7684\u4e2d\u592e\u6570\u636e\u6d41\u5f15\u64ce\uff0c\u7528\u4e8e\u4ece\u4e0d\u540c\u76ee\u6807\uff08\u6587\u4ef6\/\u6570\u636e\u5b58\u50a8\/MQ\u7b49\uff09\u6536\u96c6\u7684\u4e0d\u540c\u683c\u5f0f\u6570\u636e\uff0c\u7ecf\u8fc7\u8fc7\u6ee4\u540e\u8f93\u51fa\u5230\u4e0d\u540c\u76ee\u7684\u5730\uff08\u6587\u4ef6\/MQ\/redis\/ElasticSearch\/kafka\u7b49\uff09\u3002Kibana\u53ef\u4ee5\u5c06ElasticSearch\u7684\u6570\u636e\u901a\u8fc7\u53cb\u597d\u7684\u754c\u9762\u5c55\u793a\u51fa\u6765\uff0c\u63d0\u4f9b\u5b9e\u65f6\u5206\u6790\u7684\u529f\u80fd\u3002<br \/>\n\u5e02\u9762\u4e0a\u5f88\u591a\u5f00\u53d1\u53ea\u8981\u63d0\u5230ELK\u80fd\u591f\u4e00\u81f4\u8bf4\u51fa\u5b83\u662f\u4e00\u4e2a\u65e5\u5fd7\u5206\u6790\u67b6\u6784\u6280\u672f\u6808\u603b\u79f0\uff0c\u4f46\u5b9e\u9645\u4e0aELK\u4e0d\u4ec5\u4ec5\u9002\u7528\u4e8e\u65e5\u5fd7\u5206\u6790\uff0c\u5b83\u8fd8\u53ef\u4ee5\u652f\u6301\u5176\u4ed6\u4efb\u4f55\u6570\u636e\u6536\u96c6\u548c\u5206\u6790\u7684\u573a\u666f\uff0c\u65e5\u5fd7\u5206\u6790\u548c\u6536\u96c6\u53ea\u662f\u66f4\u5177\u6709\u4ee3\u8868\u6027\uff0c\u5e76\u975e\u552f\u4e00\u6027\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/459dde6170ed4976a987d0f6ad47415e.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"ELK\u793a\u610f\u56fe\" \/><\/p>\n<p><strong>\u5b89\u88c5Kibana<\/strong><br \/>\nKibana\u662f\u4e00\u4e2a\u9488\u5bf9ElasticSearch\u7684\u5f00\u6e90\u5206\u6790\u53ca\u53ef\u89c6\u5316\u5e73\u53f0\uff0c\u7528\u6765\u641c\u7d22\u3001\u67e5\u770b\u4ea4\u4e92\u5b58\u50a8\u5728ElasticSearch\u7d22\u5f15\u4e2d\u7684\u6570\u636e\uff0c\u4f7f\u7528Kibana\uff0c\u53ef\u4ee5\u901a\u8fc7\u5404\u79cd\u56fe\u8868\u8fdb\u884c\u9ad8\u7ea7\u6570\u636e\u5206\u6790\u53ca\u5c55\u793a\u3002Kibana\u8ba9\u6d77\u91cf\u6570\u636e\u66f4\u5bb9\u6613\u7406\u89e3\u3002\u5b83\u64cd\u4f5c\u7b80\u5355\uff0c\u57fa\u4e8e\u6d4f\u89c8\u5668\u7684\u7528\u6237\u754c\u9762\u53ef\u4ee5\u5feb\u901f\u521b\u5efa\u4eea\u8868\u677f\uff08dashboard\uff09\u5b9e\u65f6\u663e\u793aElasticSearch\u67e5\u8be2\u52a8\u6001\u3002\u8bbe\u8ba1Kibana\u975e\u5e38\u7b80\u5355\u3002\u65e0\u9700\u7f16\u7801\u6216\u8005\u989d\u5916\u57fa\u7840\u67b6\u6784\uff0c\u51e0\u5206\u949f\u5185\u5c31\u53ef\u4ee5\u5b8c\u6210Kibana\u5b89\u88c5\u5e76\u542f\u52a8ElasticSearch\u7d22\u5f15\u76d1\u63a7\u3002<br \/>\n<strong>1\u3001\u4e0b\u8f7d\uff1a<\/strong><br \/>\n\u5b98\u7f51\uff1a<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/cn\/kibana\/\">https:\/\/www.elastic.co\/cn\/kibana\/<\/a><br \/>\n<span class=\"text-highlighted-inline\" style=\"background-color: #fffd38;\">\u6ce8\u610f\uff1aKibana\u7684\u7248\u672c\u9700\u8981\u4e0eElasticSearch\u7684\u7248\u672c\u4e00\u81f4\uff01\uff01\uff01<\/span><br \/>\nKibana\u4e5f\u662f\u5f00\u7bb1\u5373\u7528\u7684\u5de5\u5177\u3002<br \/>\n<strong>2\u3001\u89e3\u538b\u5b89\u88c5\uff1a<\/strong><br \/>\n\u4e0b\u8f7d\u5230\u672c\u5730\u540e\uff0c\u8fdb\u884c\u89e3\u538b\uff0c\u5f97\u5230\u76ee\u5f55\u5982\u4e0b\u56fe<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/184ab572c844468dbf2f4314cebdd5af.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"Kibana\u76ee\u5f55\u7ed3\u6784\" \/><br \/>\n<strong>3\u3001\u542f\u52a8<\/strong><br \/>\n\u8fd0\u884cbin\u76ee\u5f55\u4e0b\u7684kibana.bat\u6587\u4ef6\uff0c\u770b\u5230\u5982\u4e0b\u754c\u9762\uff0c\u4ee3\u8868Kibana\u5df2\u542f\u52a8<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/4555bd82e637451d8d90414a8834d9d3.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"Kibana\u542f\u52a8\" \/><br \/>\n\u4f7f\u7528\u6d4f\u89c8\u5668\u8bbf\u95eehttp:\/\/localhost:5601\/?code=840671\uff0c\u770b\u5230Kibana\u7cfb\u7edf\u754c\u9762<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/9d8027901e0d4c74b3192a2903998945.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"Kibana\u7cfb\u7edf\u9996\u9875\" \/><br \/>\n<strong>4\u3001\u627e\u5230\u5f00\u53d1\u5de5\u5177\uff08Dev Tools\uff09\uff1a<\/strong><\/p>\n<p>\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528curl\u3001Postman\u3001\u8c37\u6b4c\u63d2\u4ef6\u7b49\u5f00\u53d1\u5de5\u5177\u5bf9ES\u8fdb\u884c\u6d4b\u8bd5\uff0c\u540c\u65f6\uff0cKibana\u4e5f\u63d0\u4f9b\u4e86\u76f8\u5e94\u7684\u5f00\u53d1\u5de5\u5177\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/b8b4ce965b0c4288a7161bbf5eaf31a0.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"Kibana\u5f00\u53d1\u5de5\u5177\" \/><br \/>\n\u6211\u4eec\u4e4b\u540e\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u5728\u8fd9\u91cc\u8fdb\u884c\u3002<br \/>\n<strong>5\u3001\u6c49\u5316Kibana\uff1a<\/strong><br \/>\n\u5728Kibana\u5b89\u88c5\u76ee\u5f55\u7684<code>config<\/code>\u76ee\u5f55\u4e0b\uff0c\u627e\u5230<code>kibana.yml<\/code>\u914d\u7f6e\u6587\u4ef6\uff0c\u4fee\u6539\u5176\u4e2d\u5173\u4e8e\u56fd\u9645\u5316\u7684\u914d\u7f6e\u5982\u4e0b\uff1a<\/p>\n<pre><code class=\"language-yml line-numbers\">i18n.locale: \"zh-CN\"\n<\/code><\/pre>\n<p><span class=\"text-highlighted-inline\" style=\"background-color: #fffd38;\">\u5728\u4fee\u6539\u524d\uff0c\u8981\u786e\u4fddkibana\u5b89\u88c5\u76ee\u5f55\u4e0b<code>x-pack\\plugins\\translations\\translations<\/code>\u76ee\u5f55\u91cc\u5b58\u5728<code>zh-CN.json<\/code>\u6587\u4ef6\u3002<\/span><br \/>\n\u7136\u540e\u91cd\u542fKibana\u670d\u52a1\u5373\u53ef\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/4cf7d16206c64977bd2ae2c2fd10849f.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u6c49\u5316\u540e\u7684Kibana\" \/><\/p>\n<h1>ES\u6838\u5fc3\u6982\u5ff5<\/h1>\n<p>1\u3001\u7d22\u5f15\uff08index\uff09<br \/>\n2\u3001\u5b57\u6bb5\u7c7b\u578b\uff08mapping\uff09\uff1b<br \/>\n3\u3001\u6587\u6863\uff08documents\uff09<\/p>\n<blockquote><p>\n  elasticsearch\u662f\u9762\u5411\u6587\u6863\u7684\uff01\n<\/p><\/blockquote>\n<p>\u5173\u7cfb\u578b\u6570\u636e\u5e93\u548cElasticSearch\u7684\u5bf9\u6bd4\uff1a<\/p>\n<p>| Relational DB | ElasticSearch | ElasticSearch\u5907\u6ce8 |<br \/>\n|:&#8211;:|:&#8211;:|:&#8211;|<br \/>\n| \u6570\u636e\u5e93\uff08database\uff09 | \u7d22\u5f15\uff08indices\uff09 | \u5c31\u548c\u5173\u7cfb\u578b\u6570\u636e\u5e93\u4e2d\u7684\u5e93\u4e00\u6837 |<br \/>\n| \u8868\uff08tables\uff09 | \u7c7b\u578b\uff08types\uff09 | 7.x\u5df2\u7ecf\u8fc7\u65f6\uff0c8.0\u4ee5\u540e\u4f1a\u5f7b\u5e95\u5f03\u7528 |<br \/>\n| \u884c\uff08rows\uff09 | \u6587\u6863\uff08documents\uff09 | \u4e00\u6761\u6761\u7684\u6570\u636e |<br \/>\n| \u5b57\u6bb5\uff08columns\uff09 | fields | \u6bcf\u6761\u6570\u636e\u5185\u7684\u5b57\u6bb5 |<br \/>\nElasticSearch\u4e2d\u5b58\u50a8\u7684\u4e00\u5207\u90fd\u662fJSON\uff01<\/p>\n<p>ElasticSearch\uff08\u96c6\u7fa4\uff09\u4e2d\u53ef\u4ee5\u5305\u542b\u591a\u4e2a\u7d22\u5f15\uff08\u6570\u636e\u5e93\uff09\uff0c\u6bcf\u4e2a\u7d22\u5f15\u4e2d\u53ef\u4ee5\u5305\u542b\u591a\u4e2a\u7c7b\u578b\uff08\u8868\uff09\uff0c\u6bcf\u4e2a\u7c7b\u578b\u4e0b\u9762\u6709\u5305\u542b\u591a\u4e2a\u6587\u6863\uff08\u884c\uff09\uff0c\u6bcf\u4e2a\u6587\u6863\u4e2d\u53c8\u5305\u542b\u4e86\u591a\u4e2a\u5b57\u6bb5\uff08\u5217\uff09\u3002<\/p>\n<h2>\u7269\u7406\u8bbe\u8ba1<\/h2>\n<p>ElasticSearch\u5728\u540e\u53f0\u628a\u6bcf\u4e2a\u7d22\u5f15\u5212\u5206\u6210\u591a\u4e2a\u5206\u7247\uff0c\u6bcf\u4efd\u5206\u7247\u53ef\u4ee5\u5728\u96c6\u7fa4\u4e2d\u7684\u4e0d\u540c\u670d\u52a1\u5668\u95f4\u8fc1\u79fb\u3002<br \/>\n\u5728ES\u91cc\uff0c\u5373\u4f7f\u53ea\u6709\u4e00\u4e2a\u8282\u70b9\uff0c\u4e5f\u662f\u96c6\u7fa4\uff0c\u9ed8\u8ba4\u7684\u96c6\u7fa4\u540d\u662felasticsearch<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/cafcf6c5cc0d477b917477406d7eeca9.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"ES\u96c6\u7fa4\u4fe1\u606f\" \/><\/p>\n<h2>\u903b\u8f91\u8bbe\u8ba1<\/h2>\n<p>\u4e00\u4e2a\u7d22\u5f15\u7c7b\u578b\u4e2d\uff0c\u53ef\u4ee5\u5305\u542b\u591a\u4e2a\u6587\u6863\uff0c\u6bd4\u5982\u6587\u68631\u3001\u6587\u68632\u3002\u5f53\u6211\u4eec\u7d22\u5f15\u4e00\u7bc7\u6587\u6863\u65f6\uff0c\u53ef\u4ee5\u901a\u8fc7\u8fd9\u6837\u7684\u4e00\u4e2a\u987a\u5e8f\u627e\u5230\u5b83\uff1a\u7d22\u5f15 > \u7c7b\u578b > \u6587\u6863ID\uff0c\u901a\u8fc7\u8fd9\u4e2a\u7ec4\u5408\u6211\u4eec\u5c31\u80fd\u7d22\u5f15\u5230\u5177\u4f53\u7684\u67d0\u4e2a\u6587\u6863\u3002<span class=\"text-highlighted-inline\" style=\"background-color: #fffd38;\">\u6ce8\u610f\uff1aID\u4e0d\u5fc5\u662f\u6574\u6570\uff0c\u5b9e\u9645\u4e0a\u5b83\u662f\u4e2a\u5b57\u7b26\u4e32\u3002<\/span><\/p>\n<h2>\u6587\u6863<\/h2>\n<blockquote><p>\n  \u5c31\u662f\u6211\u4eec\u7684\u4e00\u6761\u6761\u6570\u636e\uff01\n<\/p><\/blockquote>\n<p>ElasticSearch\u662f\u9762\u5411\u6587\u6863\u7684\uff0c\u90a3\u4e48\u5c31\u610f\u5473\u7740\u7d22\u5f15\u548c\u641c\u7d22\u6570\u636e\u7684\u6700\u5c0f\u5355\u4f4d\u662f\u6587\u6863\uff0cElasticSearch\u4e2d\uff0c\u6587\u6863\u6709\u51e0\u4e2a\u91cd\u8981\u7684\u5c5e\u6027\uff1a<br \/>\n* \u81ea\u6211\u5305\u542b\uff0c\u4e00\u7bc7\u6587\u6863\u540c\u65f6\u5305\u542b\u5b57\u6bb5\u548c\u5bf9\u5e94\u7684\u503c\uff0c\u4e5f\u5c31\u662f\u540c\u65f6\u5305\u542bkey\u548cvalue\uff1b<br \/>\n* \u53ef\u4ee5\u662f\u5c42\u6b21\u6027\u7684\uff0c\u4e00\u4e2a\u6587\u6863\u4e2d\u5305\u542b\u81ea\u6587\u6863\uff0c\u590d\u6742\u7684\u903b\u8f91\u5b9e\u4f53\u5c31\u662f\u8fd9\u4e48\u6765\u7684\uff08\u5c31\u662f\u4e00\u4e2ajson\u5bf9\u8c61\uff0c\u5728java\u4e2d\u53ef\u4ee5\u4f7f\u7528fastjson\u8fdb\u884c\u81ea\u52a8\u8f6c\u6362\uff09\uff1b<br \/>\n* \u7075\u6d3b\u7684\u7ed3\u6784\uff0c\u6587\u6863\u4e0d\u4f9d\u8d56\u9884\u5148\u5b9a\u4e49\u7684\u6a21\u5f0f\uff0c\u6211\u4eec\u77e5\u9053\u5173\u7cfb\u578b\u6570\u636e\u5e93\u4e2d\uff0c\u8981\u63d0\u524d\u5b9a\u4e49\u5b57\u6bb5\u624d\u80fd\u4f7f\u7528\uff0c\u5728ElasticSearch\u4e2d\uff0c\u5bf9\u4e8e\u5b57\u6bb5\u662f\u975e\u5e38\u7075\u6d3b\u7684\uff0c\u6709\u65f6\u5019\uff0c\u6211\u4eec\u53c8\u53ef\u4ee5\u5ffd\u7565\u8be5\u5b57\u6bb5\uff0c\u6216\u8005\u52a8\u6001\u7684\u6dfb\u52a0\u4e00\u4e2a\u65b0\u7684\u5b57\u6bb5\u3002<\/p>\n<p>\u5c3d\u7ba1\u6211\u4eec\u53ef\u4ee5\u968f\u610f\u7684\u65b0\u589e\u6216\u5ffd\u7565\u67d0\u4e2a\u5b57\u6bb5\uff0c\u4f46\u662f\uff0c\u6bcf\u4e2a\u5b57\u6bb5\u7684\u7c7b\u578b\u975e\u5e38\u91cd\u8981\uff0c\u6bd4\u5982\u4e00\u4e2a\u5e74\u9f84\u5b57\u6bb5\u7684\u7c7b\u578b\uff0c\u53ef\u4ee5\u662f\u5b57\u7b26\u4e32\u4e5f\u53ef\u4ee5\u662f\u6574\u578b\u3002\u56e0\u4e3aElasticSearch\u4f1a\u4fdd\u5b58\u5b57\u6bb5\u548c\u7c7b\u578b\u4e4b\u95f4\u7684\u6620\u5c04\u53ca\u5176\u4ed6\u7684\u8bbe\u7f6e\u3002\u8fd9\u79cd\u6620\u5c04\u5177\u4f53\u5230\u6bcf\u4e2a\u5b57\u6bb5\u7684\u6bcf\u79cd\u7c7b\u578b\uff0c\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u5728ElasticSearch\u4e2d\uff0c\u7c7b\u578b\u6709\u65f6\u5019\u4e5f\u79f0\u4e3a\u6620\u5c04\u7c7b\u578b\u3002<\/p>\n<h2>\u7c7b\u578b<\/h2>\n<blockquote><p>\n  \u7c7b\u4f3c\u4e8e\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7684Table\u4e2d\u6bcf\u4e2a\u5b57\u6bb5\u7684\u6570\u636e\u7c7b\u578b\uff01\n<\/p><\/blockquote>\n<p>\u7c7b\u578b\u662f\u6587\u6863\u7684\u903b\u8f91\u5bb9\u5668\uff0c\u5c31\u50cf\u5173\u7cfb\u578b\u6570\u636e\u5e93\u4e00\u6837\uff0c\u8868\u683c\u662f\u884c\u7684\u5bb9\u5668\u3002\u7c7b\u578b\u4e2d\u5bf9\u4e8e\u5b57\u6bb5\u7684\u5b9a\u4e49\u79f0\u4e3a\u6620\u5c04\uff0c\u6bd4\u5982name\u6620\u5c04\u4e3a\u5b57\u7b26\u4e32\u7c7b\u578b\u3002\u6211\u4eec\u8bf4\u6587\u6863\u662f\u65e0\u6a21\u5f0f\u7684\uff0c\u5b83\u4eec\u4e0d\u9700\u8981\u6620\u5c04\u4e2d\u5b9a\u4e49\u7684\u6240\u6709\u5b57\u6bb5\uff0c\u6bd4\u5982\u65b0\u589e\u4e00\u4e2a\u5b57\u6bb5\uff0c\u90a3\u4e48ElasticSearch\u662f\u600e\u4e48\u505a\u7684\u5462\uff1fElasticSearch\u4f1a\u81ea\u52a8\u6539\u7684\u5c06\u65b0\u5b57\u6bb5\u52a0\u5165\u6620\u5c04\uff0c\u4f46\u8fd9\u4e2a\u5b57\u6bb5\u4e0d\u786e\u5b9a\u5b83\u662f\u4ec0\u4e48\u7c7b\u578b\uff0cElasticSearch\u4f1a\u6839\u636e\u5185\u5bb9\u53bb\u731c\uff0c\u5982\u679c\u8fd9\u4e2a\u5b57\u6bb5\u7684\u503c\u662f18\uff0c\u90a3ElasticSearch\u4f1a\u8ba4\u4e3a\u5b83\u662f\u6574\u578b\u3002\u4f46\u662fElasticSearch\u4e5f\u53ef\u80fd\u731c\u9519\uff0c\u6240\u4ee5\u6700\u5b89\u5168\u7684\u65b9\u5f0f\u5c31\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u6240\u9700\u8981\u7684\u6620\u5c04\uff0c\u8fd9\u70b9\u548c\u5173\u7cfb\u578b\u6570\u636e\u5e93\u6b8a\u9014\u540c\u5f52\u4e86\uff0c\u5148\u5b9a\u4e49\u597d\u5b57\u6bb5\uff0c\u7136\u540e\u518d\u4f7f\u7528\u3002<\/p>\n<h2>\u7d22\u5f15<\/h2>\n<blockquote><p>\n  \u5c31\u662f\u6570\u636e\u5e93\u3002\n<\/p><\/blockquote>\n<p>\u7d22\u5f15\u662f\u6620\u5c04\u7c7b\u578b\u7684\u5bb9\u5668\uff0cElasticSearch\u4e2d\u7684\u7d22\u5f15\u662f\u4e00\u4e2a\u975e\u5e38\u5927\u7684\u6587\u6863\u96c6\u5408\u3002\u7d22\u5f15\u5b58\u50a8\u4e86\u6620\u5c04\u7c7b\u578b\u7684\u5b57\u6bb5\u548c\u5176\u4ed6\u8bbe\u7f6e\u3002\u7136\u540e\u5b83\u4eec\u88ab\u5b58\u50a8\u5728\u5404\u4e2a\u5206\u7247\u4e0a\u4e86\u3002\u6211\u4eec\u6765\u7814\u7a76\u4e0b\u5206\u7247\u662f\u5982\u4f55\u5de5\u4f5c\u7684\u3002<br \/>\n<strong>\u7269\u7406\u8bbe\u8ba1\uff1a\u8282\u70b9\u548c\u5206\u7247 \u5982\u4f55\u5de5\u4f5c<\/strong><br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/1eafc961499143cab69d08a3455c17aa.png\" alt=\"\u65b0\u5efa\u7d22\u5f15\" \/><\/p>\n<p>\u4e00\u4e2a\u96c6\u7fa4\u81f3\u5c11\u6709\u4e00\u4e2a\u8282\u70b9\uff08\u53ea\u6709\u4e00\u4e2aElasticSearch\u670d\u52a1\u65f6\uff09\uff0c\u800c\u4e00\u4e2a\u8282\u70b9\u5c31\u662f\u4e00\u4e2aElasticSearch\u8fdb\u7a0b\uff0c\u8282\u70b9\u53ef\u4ee5\u6709\u591a\u4e2a\u7d22\u5f15\uff0c\u5982\u679c\u4f60\u521b\u5efa\u7d22\u5f15\uff0c\u90a3\u4e48\u7d22\u5f15\u5c06\u4f1a\u67095\u4e2a\u5206\u7247\uff08primary shard\uff0c\u53c8\u79f0\u4e3a\u4e3b\u5206\u7247\uff09\u6784\u6210\uff0c\u6bcf\u4e00\u4e2a\u4e3b\u5206\u7247\u4f1a\u6709\u4e00\u4e2a\u526f\u672c\uff08replica shard\uff0c\u53c8\u79f0\u4e3a\u590d\u5236\u5206\u7247\uff09<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/112114ba36de4870890b314e3c5c9ce6.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"ES\u96c6\u7fa4\u8282\u70b9\u5206\u7247\u793a\u610f\u56fe\" \/><br \/>\n\u4e0a\u56fe\u662f\u4e00\u4e2a3\u4e2a\u8282\u70b9\u7684\u96c6\u7fa4\uff0c\u53ef\u4ee5\u770b\u5230\u4e3b\u5206\u7247\u548c\u5bf9\u5e94\u7684\u590d\u5236\u5206\u7247\u90fd\u4e0d\u4f1a\u5728\u540c\u4e00\u4e2a\u8282\u70b9\u5185\uff0c\u8fd9\u6837\u6709\u5229\u4e8e\u67d0\u4e2a\u8282\u70b9\u6302\u6389\u4e86\uff0c\u6570\u636e\u4e5f\u4e0d\u4f1a\u4e22\u5931\u3002\u5b9e\u9645\u4e0a\uff0c\u4e00\u4e2a\u5206\u7247\u662f\u4e00\u5404Lucene\u7d22\u5f15\uff0c\u4e00\u4e2a\u5305\u542b<span class=\"text-highlighted-inline\" style=\"background-color: #fffd38;\">\u5012\u6392\u7d22\u5f15<\/span>\u7684\u6587\u4ef6\u76ee\u5f55\uff0c\u5012\u6392\u7d22\u5f15\u7684\u7ed3\u6784\u4f7f\u5f97ElasticSearch\u5728\u4e0d\u626b\u63cf\u5168\u90e8\u6587\u6863\u7684\u60c5\u51b5\u4e0b\uff0c\u5c31\u80fd\u544a\u8bc9\u4f60\u54ea\u4e2a\u6587\u6863\u5305\u542b\u7279\u5b9a\u7684\u5173\u952e\u5b57\u3002<\/p>\n<h2>\u5012\u6392\u7d22\u5f15<\/h2>\n<p>ElasticSearch\u4f7f\u7528\u7684\u662f\u4e00\u79cd\u79f0\u4e3a\u5012\u6392\u7d22\u5f15\u7684\u7ed3\u6784\uff0c\u91c7\u7528Lucene\u5012\u6392\u7d22\u5f15\u4f5c\u4e3a\u5e95\u5c42\u3002\u8fd9\u79cd\u7ed3\u6784\u9002\u7528\u4e8e\u5feb\u901f\u7684\u5168\u6587\u68c0\u7d22\uff0c\u4e00\u4e2a\u7d22\u5f15\u7531\u6587\u6863\u4e2d\u6240\u6709\u4e0d\u91cd\u590d\u7684\u5217\u8868\u6784\u6210\uff0c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u8bcd\uff0c\u90fd\u6709\u4e00\u4e2a\u5305\u542b\u5b83\u7684\u6587\u6863\u5217\u8868\u3002\u4f8b\u5982\uff0c\u73b0\u5728\u6709\u4e24\u4e2a\u6587\u6863\uff0c\u6bcf\u4e2a\u6587\u6863\u5305\u542b\u5982\u4e0b\u5185\u5bb9\uff1a<\/p>\n<pre><code class=\"line-numbers\">Study every day, good good up to forever        # \u6587\u68631\u5305\u542b\u7684\u5185\u5bb9\nTo forever, study every day, good good up       # \u6587\u68632\u5305\u542b\u7684\u5185\u5bb9\n<\/code><\/pre>\n<p>\u4e3a\u4e86\u521b\u5efa\u5012\u6392\u7d22\u5f15\uff0c\u6211\u4eec\u9996\u5148\u8981\u5c06\u6bcf\u4e2a\u6587\u6863\u62c6\u5206\u6210\u72ec\u7acb\u7684\u8bcd\uff08\u6216\u79f0\u4e3a\u8bcd\u6761\u6216\u8005tokens\uff09\uff0c\u7136\u540e\u521b\u5efa\u4e00\u4e2a\u5305\u542b\u6240\u6709\u4e0d\u91cd\u590d\u7684\u8bcd\u6761\u7684\u6392\u5e8f\u5217\u8868\uff0c\u7136\u540e\u5217\u51fa\u6bcf\u4e2a\u8bcd\u6761\u51fa\u73b0\u5728\u54ea\u4e2a\u6587\u6863\uff1a<br \/>\n| term | doc_1 | doc_2 |<br \/>\n| &#8212; | &#8212; | &#8212; |<br \/>\n| Study | \u221a | \u00d7 |<br \/>\n| To | \u00d7 | \u221a |<br \/>\n| every | \u221a | \u221a |<br \/>\n| forever | \u221a | \u221a |<br \/>\n| day | \u221a | \u221a |<br \/>\n| study | \u00d7 | \u221a |<br \/>\n| good | \u221a | \u221a |<br \/>\n| to | \u221a | \u00d7 |<br \/>\n| up | \u221a | \u221a |<br \/>\n\u73b0\u5728\uff0c\u6211\u4eec\u8bd5\u56fe\u641c\u7d22to forever\uff0c\u53ea\u9700\u8981\u67e5\u770b\u5305\u542b\u6bcf\u4e2a\u8bcd\u6761\u7684\u6587\u6863<br \/>\n| term | doc_1 | doc_2 |<br \/>\n| &#8212; | &#8212; | &#8212; |<br \/>\n| to | \u221a | \u00d7 |<br \/>\n| forever | \u221a | \u221a |<br \/>\n| total | 2 | 1 |<br \/>\n\u4e24\u4e2a\u6587\u6863\u90fd\u5339\u914d\uff0c\u4f46\u662f\u7b2c\u4e00\u4e2a\u6587\u6863\u6bd4\u7b2c\u4e8c\u4e2a\u6587\u6863\u5339\u914d\u7a0b\u5ea6\u66f4\u9ad8\u3002\u5982\u679c\u6ca1\u6709\u522b\u7684\u6761\u4ef6\uff0c\u73b0\u5728\uff0c\u8fd9\u4e24\u4e2a\u5305\u542b\u5173\u952e\u5b57\u7684\u6587\u6863\u90fd\u5c06\u8fd4\u56de\u3002<br \/>\n\u518d\u6765\u770b\u4e00\u4e2a\u793a\u4f8b\uff0c\u6bd4\u5982\u6211\u4eec\u901a\u8fc7\u535a\u5ba2\u6807\u7b7e\u6765\u641c\u7d22\u535a\u5ba2\u6587\u7ae0\u3002\u90a3\u4e48\u5012\u6392\u7d22\u5f15\u5217\u8868\u5c31\u662f\u8fd9\u6837\u4e00\u4e2a\u7ed3\u6784\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/8a0c6a51e9f04df296856f5b714a66f0.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u5982\u679c\u8981\u641c\u7d22\u542b\u6709python\u6807\u7b7e\u7684\u6587\u7ae0\uff0c\u90a3\u76f8\u5bf9\u4e8e\u67e5\u627e\u6240\u6709\u539f\u59cb\u6570\u636e\u800c\u8a00\uff0c\u67e5\u627e\u5012\u6392\u7d22\u5f15\u540e\u7684\u6570\u636e\u4f1a\u5feb\u5f88\u591a\u3002\u53ea\u9700\u8981\u67e5\u770b\u6807\u7b7e\u8fd9\u4e00\u680f\uff0c\u7136\u540e\u83b7\u53d6\u76f8\u5173\u6587\u7ae0\u7684ID\u5373\u53ef\u3002\u5b8c\u5168\u8fc7\u6ee4\u6389\u6240\u6709\u65e0\u5173\u7684\u6570\u636e\uff0c\u63d0\u9ad8\u6548\u7387\uff01<br \/>\n<strong>ElasticSearch\u7684\u7d22\u5f15\u548cLucene\u7684\u7d22\u5f15\u5bf9\u6bd4\uff1a<\/strong><br \/>\n\u5728ElasticSearch\u4e2d\uff0c\u7d22\u5f15\uff08\u5e93\uff09\u8fd9\u4e2a\u8bcd\u88ab\u9891\u7e41\u4f7f\u7528\uff0c\u8fd9\u5c31\u662f\u672f\u8bed\u7684\u4f7f\u7528\u3002\u5728ElasticSearch\u4e2d\uff0c\u7d22\u5f15\u88ab\u5212\u5206\u4e3a\u591a\u4e2a\u5206\u7247\uff0c\u6bcf\u4efd\u5206\u7247\u662f\u4e00\u4e2aLucene\u7684\u7d22\u5f15\u3002\u6240\u4ee5\u4e00\u4e2aElasticSearch\u7d22\u5f15\u662f\u7531\u591a\u4e2aLucene\u7d22\u5f15\u7ec4\u6210\u7684\uff0c\u56e0\u4e3aElasticSearch\u662f\u4f7f\u7528Lucene\u4f5c\u4e3a\u5e95\u5c42\u3002\u5982\u65e0\u7279\u6307\uff0c\u8bf4\u8d77\u7d22\u5f15\u90fd\u662f\u53eaElasticSearch\u7684\u7d22\u5f15\u3002<br \/>\n\u63a5\u4e0b\u6765\u7684\u4e00\u5207\u64cd\u4f5c\u90fd\u5728Kibana\u4e2d\u7684Dev Tools\u4e0b\u7684Console\u91cc\u5b8c\u6210<\/p>\n<h1>IK\u5206\u8bcd\u5668\u63d2\u4ef6<\/h1>\n<h2>\u4ec0\u4e48\u662fIK\u5206\u8bcd\u5668\uff1f<\/h2>\n<p>\u5206\u8bcd\uff1a\u5373\u628a\u6587\u5b57\uff08\u4e2d\u6587\u6216\u5176\u4ed6\u8bed\u8a00\uff09\u5212\u5206\u6210\u4e00\u4e2a\u4e2a\u7684\u5173\u952e\u5b57\uff0c\u6211\u4eec\u5728\u641c\u7d22\u7684\u65f6\u5019\u4f1a\u628a\u81ea\u5df1\u7684\u4fe1\u606f\u8fdb\u884c\u5206\u8bcd\uff0c\u4f1a\u628a\u6570\u636e\u5e93\u4e2d\u6216\u7d22\u5f15\u5e93\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u5206\u8bcd\uff0c\u7136\u540e\u8fdb\u884c\u5339\u914d\u64cd\u4f5c\uff0c\u9ed8\u8ba4\u7684\u4e2d\u6587\u5206\u8bcd\u662f\u5c06\u6bcf\u4e00\u4e2a\u5b57\u770b\u6210\u4e00\u6b21\u8bcd\uff0c\u6bd4\u5982\u201c\u6211\u7231\u72c2\u795e\u201d\u4f1a\u88ab\u5206\u6210\u201c\u6211\u201d\uff0c\u201c\u7231\u201d\uff0c\u201c\u72c2\u201d\uff0c\u201c\u795e\u201d\uff0c\u8fd9\u663e\u7136\u662f\u4e0d\u7b26\u5408\u8981\u6c42\u7684\uff0c\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5b89\u88c5IK\u5206\u8bcd\u5668\u6765\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u3002<br \/>\n\u5982\u679c\u8981\u4f7f\u7528\u4e2d\u6587\uff0c\u5efa\u8bae\u4f7f\u7528IK\u5206\u8bcd\u5668\uff01<br \/>\nIK\u5206\u8bcd\u5668\u63d0\u4f9b\u4e86\u4e24\u4e2a\u5206\u8bcd\u7b97\u6cd5\uff1aik_smart\u548cik_max_word\uff0c\u5176\u4e2dik_smart\u4e3a\u6700\u5c11\u5207\u5206\uff0cik_max_word\u4e3a\u6700\u7ec6\u7c92\u5ea6\u5212\u5206\uff01<\/p>\n<h2>\u5b89\u88c5IK\u5206\u8bcd\u5668<\/h2>\n<p><strong>1\u3001\u4e0b\u8f7d\uff1a<\/strong><br \/>\n\u4e0b\u8f7d\u5730\u5740\uff1a<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/github.com\/medcl\/elasticsearch-analysis-ik\/releases\">https:\/\/github.com\/medcl\/elasticsearch-analysis-ik\/releases<\/a><\/p>\n<p><strong>2\u3001\u89e3\u538b\u5b89\u88c5\uff1a<\/strong><br \/>\n\u5c06\u4e0b\u8f7d\u5f97\u5230\u7684IK\u5206\u8bcd\u5668\u7684\u538b\u7f29\u5305\u89e3\u538b\u5230ElasticSearch\u5b89\u88c5\u76ee\u5f55\u7684<code>plugins<\/code>\u76ee\u5f55\u4e0b\uff0c\u76ee\u5f55\u547d\u540d\u4e3a<code>ik<\/code>\u5373\u53ef\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/438e0aadb6a94abbbbc7e39b4318052a.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5b89\u88c5ik\u5206\u8bcd\u5668\" \/><br \/>\n<strong>3\u3001\u91cd\u542f\u5e76\u89c2\u5bdfES\u670d\u52a1\uff1a<\/strong><br \/>\n\u5728ES\u542f\u52a8\u65e5\u5fd7\u4e2d\uff0c\u53ef\u4ee5\u770b\u5230IK\u5206\u8bcd\u5668\u7684\u63d2\u4ef6\u88ab\u52a0\u8f7d\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/44a5cce2ee21405f939502be077786d7.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n<strong>4\u3001\u4f7f\u7528elasticsearch-plugin\u547d\u4ee4\u67e5\u770b\u73b0\u6709\u7684\u63d2\u4ef6\uff1a<\/strong><br \/>\n\u53ef\u4ee5\u901a\u8fc7<code>elasticsearch-plugin<\/code>\u547d\u4ee4\u67e5\u770b\u52a0\u8f7d\u8fdb\u6765\u7684\u63d2\u4ef6\u6709\u54ea\u4e9b\u3002<br \/>\n\u5728ElasticSearch\u5b89\u88c5\u76ee\u5f55\u7684<code>bin<\/code>\u76ee\u5f55\u4e0b\uff0c\u4f7f\u7528\u547d\u4ee4\u884c\u8f93\u5165\u547d\u4ee4<code>elasticsearch-plugin list<\/code>\u5373\u53ef\u67e5\u770b\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/323166c186034129a456a10f7235aafa.png\" alt=\"\u4f7f\u7528elasticsearch-plugin\u547d\u4ee4\u67e5\u770b\u52a0\u8f7d\u5230\u7684\u63d2\u4ef6\" \/><br \/>\n<strong>5\u3001\u4f7f\u7528Kibana\u8fdb\u884c\u6d4b\u8bd5\uff1a<\/strong><br \/>\n\u5728Kibana\u4e2d\u6253\u5f00\u5f00\u53d1\u5de5\u5177\u754c\u9762\uff0c\u5728\u5176\u4e2d\u5bf9IK\u5206\u8bcd\u5668\u8fdb\u884c\u786e\u8ba4\u3002<br \/>\n\u5148\u6d4b\u8bd5ik_smart\uff08\u6700\u5c11\u5207\u5206\uff09\u5206\u8bcd\u7b97\u6cd5\uff0c\u5728\u63a7\u5236\u53f0\u4e2d\u8f93\u5165<\/p>\n<pre><code class=\"language-json line-numbers\">GET _analyze\n{\n  \"analyzer\": \"ik_smart\",\n  \"text\": \"\u4e2d\u56fd\u5171\u4ea7\u515a\"\n}\n<\/code><\/pre>\n<p>\u53d1\u9001\u8bf7\u6c42\u540e\uff0c\u53ef\u4ee5\u770b\u5230\u53f3\u4fa7\u7684\u7ed3\u679c\u4e3a\uff1a<\/p>\n<pre><code class=\"language-json line-numbers\">{\n  \"tokens\" : [\n    {\n      \"token\" : \"\u4e2d\u56fd\u5171\u4ea7\u515a\",\n      \"start_offset\" : 0,\n      \"end_offset\" : 5,\n      \"type\" : \"CN_WORD\",\n      \"position\" : 0\n    }\n  ]\n}\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/2113605c5fd242b89c91c11c2165fb73.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u6d4b\u8bd5ik_smart\u5206\u8bcd\u7b97\u6cd5\" \/><br \/>\n\u53d1\u73b0\u6ca1\u6709\u8fdb\u884c\u5207\u5206\u3002<\/p>\n<p>\u7136\u540e\u6d4b\u8bd5ik_max_word\uff08\u6700\u7ec6\u7c92\u5ea6\u5207\u5206\uff09\u5206\u8bcd\u7b97\u6cd5\uff0c\u5728\u63a7\u5236\u53f0\u4e2d\u8f93\u5165<\/p>\n<pre><code class=\"language-json line-numbers\">GET _analyze\n{\n  \"analyzer\": \"ik_max_word\",\n  \"text\": \"\u4e2d\u56fd\u5171\u4ea7\u515a\"\n}\n<\/code><\/pre>\n<p>\u53d1\u9001\u8bf7\u6c42\u540e\uff0c\u53ef\u4ee5\u770b\u5230\u53f3\u4fa7\u7684\u7ed3\u679c\u4e3a\uff1a<\/p>\n<pre><code class=\"language-json line-numbers\">{\n  \"tokens\" : [\n    {\n      \"token\" : \"\u4e2d\u56fd\u5171\u4ea7\u515a\",\n      \"start_offset\" : 0,\n      \"end_offset\" : 5,\n      \"type\" : \"CN_WORD\",\n      \"position\" : 0\n    },\n    {\n      \"token\" : \"\u4e2d\u56fd\",\n      \"start_offset\" : 0,\n      \"end_offset\" : 2,\n      \"type\" : \"CN_WORD\",\n      \"position\" : 1\n    },\n    {\n      \"token\" : \"\u56fd\u5171\",\n      \"start_offset\" : 1,\n      \"end_offset\" : 3,\n      \"type\" : \"CN_WORD\",\n      \"position\" : 2\n    },\n    {\n      \"token\" : \"\u5171\u4ea7\u515a\",\n      \"start_offset\" : 2,\n      \"end_offset\" : 5,\n      \"type\" : \"CN_WORD\",\n      \"position\" : 3\n    },\n    {\n      \"token\" : \"\u5171\u4ea7\",\n      \"start_offset\" : 2,\n      \"end_offset\" : 4,\n      \"type\" : \"CN_WORD\",\n      \"position\" : 4\n    },\n    {\n      \"token\" : \"\u515a\",\n      \"start_offset\" : 4,\n      \"end_offset\" : 5,\n      \"type\" : \"CN_CHAR\",\n      \"position\" : 5\n    }\n  ]\n}\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/bf778f52ab2b4596beb6eb6ed58f94a7.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u6d4b\u8bd5ik_max_word\u5206\u8bcd\u7b97\u6cd5\" \/><br \/>\n\u53d1\u73b0\u5176\u9664\u4e86\u5305\u542b\u6700\u5c0f\u5207\u5206\u7684\u7ed3\u679c\u5916\uff0c\u8fd8\u5305\u542b\u4e86\u5176\u4ed6\u591a\u79cd\u53ef\u80fd\u7684\u5206\u8bcd\u7ed3\u679c\u3002<\/p>\n<h2>\u81ea\u5b9a\u4e49\u5206\u8bcd\u5b57\u5178<\/h2>\n<p><strong>1\u3001\u8f93\u5165\u4e00\u4e9b\u81ea\u5b9a\u4e49\u8bcd\u7ec4\u8fdb\u884c\u6d4b\u8bd5<\/strong><br \/>\n\u4f8b\u5982\uff1a\u8d85\u7ea7\u559c\u6b22\u72c2\u795e\u8bf4Java\u3002\u5176\u4e2d\u201c\u72c2\u795e\u8bf4\u201d\u662f\u4e00\u4e2a\u81ea\u5b9a\u4e49\u8bcd\u7ec4\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/59c34c17ba364426878d96edbf111e32.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u53d1\u73b0\u4e86\u95ee\u9898\uff1a\u201c\u72c2\u795e\u8bf4\u201d\u88ab\u62c6\u5f00\u4e86\uff01<br \/>\n\u8fd9\u79cd\u81ea\u5df1\u9700\u8981\u7684\u8bcd\uff0c\u9700\u8981\u81ea\u5df1\u52a0\u5230\u5206\u8bcd\u5668\u7684\u5b57\u5178\u4e2d\uff01<br \/>\n<strong>2\u3001\u589e\u52a0\u81ea\u5df1\u7684\u5b57\u5178\uff1a<\/strong><br \/>\n\u5728ik\u5206\u8bcd\u5668\u63d2\u4ef6\u7684<code>config<\/code>\u76ee\u5f55\u91cc\uff0c\u53ef\u4ee5\u65b0\u5efa\u81ea\u5df1\u7684\u5b57\u5178\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/cdd5b16bb1cf4b40a7c5ecc61b08077e.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u65b0\u5efa\u81ea\u5df1\u7684\u8bcd\u5178\u6587\u4ef6\" \/><br \/>\n\u6253\u5f00\u65b0\u5efa\u7684<code>kuang.dic<\/code>\u6587\u4ef6\uff0c\u5728\u5176\u4e2d\u8865\u5145\u81ea\u5df1\u60f3\u8981\u7684\u5b57\u5178\u5185\u5bb9\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/6043f550d8dc46e196541e685bf2de58.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_11,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u81ea\u5b9a\u4e49\u5b57\u5178\u4e2d\u8f93\u5165\u5b57\u5178\u503c\" \/><br \/>\n<strong>3\u3001\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u589e\u52a0\u81ea\u5b9a\u4e49\u5b57\u5178\uff1a<\/strong><br \/>\n\u5728ik\u5206\u8bcd\u5668\u63d2\u4ef6\u7684<code>config<\/code>\u76ee\u5f55\u91cc\uff0c\u53ef\u4ee5\u770b\u5230<code>IKAnalyzer.cfg.xml<\/code>\u914d\u7f6e\u6587\u4ef6\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/60cd31ae7eea4bb19f9969ec9f90bf77.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"IK\u5206\u8bcd\u5668\u914d\u7f6e\u6587\u4ef6\" \/><br \/>\n\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\uff0c\u914d\u7f6e\u81ea\u5df1\u65b0\u5efa\u7684\u81ea\u5b9a\u4e49\u5b57\u5178\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/edfe55f962954197a0f2e207133e3405.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u914d\u7f6e\u81ea\u5b9a\u4e49\u5b57\u5178\" \/><br \/>\n<strong>4\u3001\u91cd\u542fES\u5e76\u8fdb\u884c\u6d4b\u8bd5\uff1a<\/strong><br \/>\n\u901a\u8fc7\u89c2\u5bdfES\u542f\u52a8\u65e5\u5fd7\uff0c\u53ef\u4ee5\u53d1\u73b0ES\u5728\u542f\u52a8\u8fc7\u7a0b\u4e2d\u52a0\u8f7d\u4e86\u521a\u624d\u81ea\u5b9a\u4e49\u7684\u5b57\u5178\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/feed5f44a13c4153b8830b304e4b82d0.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"ES\u542f\u52a8\u65f6\u52a0\u8f7d\u81ea\u5b9a\u4e49\u5b57\u5178\" \/><br \/>\n<strong>5\u3001\u518d\u6b21\u6d4b\u8bd5\u81ea\u5b9a\u4e49\u8bcd\u7ec4\u7684\u5206\u8bcd\u7ed3\u679c\uff1a<\/strong><br \/>\n\u8f93\u5165\u201c\u8d85\u7ea7\u559c\u6b22\u72c2\u795e\u8bf4Java\u201d\uff0c\u67e5\u770b\u5206\u8bcd\u7ed3\u679c\u3002<\/p>\n<p>ik_smart\uff08\u6700\u5c11\u5207\u5206\uff09\u7b97\u6cd5\u5206\u8bcd\u7ed3\u679c\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/d94fabf58083414a996ad57add4e9585.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\nik_max_word\uff08\u6700\u7ec6\u7c92\u5ea6\u5207\u5206\uff09\u7b97\u6cd5\u5206\u8bcd\u7ed3\u679c\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/046aa09e8fd84dd7a02e94460c02e6a5.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u53d1\u73b0\u65e0\u8bba\u54ea\u79cd\u5206\u8bcd\u7b97\u6cd5\uff0c\u201c\u72c2\u795e\u8bf4\u201d\u90fd\u5df2\u7ecf\u4f5c\u4e3a\u4e86\u4e00\u4e2a\u56fa\u5b9a\u7684\u8bcd\u7ec4\u88ab\u5207\u5206\u3002<br \/>\n\u4ee5\u540e\uff0c\u6211\u4eec\u81ea\u5b9a\u4e49\u7684\u8bcd\u7ec4\uff0c\u53ea\u9700\u8981\u5728\u81ea\u5b9a\u4e49\u7684dic\u6587\u4ef6\u4e2d\u8fdb\u884c\u914d\u7f6e\u5373\u53ef\uff01<\/p>\n<h1>Rest\u98ce\u683c\u8bf4\u660e<\/h1>\n<p>REST\u662f\u4e00\u79cd\u8f6f\u4ef6\u67b6\u6784\u98ce\u683c\uff0c\u6216\u8005\u8bf4\u662f\u4e00\u79cd\u89c4\u8303\uff0c\u5176\u5f3a\u8c03HTTP\u5e94\u5f53<span class=\"text-highlighted-inline\" style=\"background-color: #fffd38;\">\u4ee5\u8d44\u6e90\u4e3a\u4e2d\u5fc3<\/span>\uff0c\u5e76\u4e14\u89c4\u8303\u4e86URI\u7684\u98ce\u683c\uff1b\u89c4\u8303\u4e86HTTP\u8bf7\u6c42\u52a8\u4f5c\uff08GET\/PUT\/POST\/DELETE\/HEAD\/OPTIONS\uff09\u7684\u4f7f\u7528\uff0c\u5177\u6709\u5bf9\u5e94\u7684\u8bed\u4e49\u3002\u5b83\u4e3b\u8981\u7528\u4e8e\u5ba2\u6237\u7aef\u548c\u670d\u52a1\u5668\u7aef\u4ea4\u4e92\u7c7b\u7684\u8f6f\u4ef6\u3002\u57fa\u4e8e\u8fd9\u4e2a\u98ce\u683c\u8bbe\u8ba1\u7684\u8f6f\u4ef6\u53ef\u4ee5\u66f4\u7b80\u6d01\uff0c\u66f4\u6709\u5c42\u6b21\uff0c\u66f4\u6613\u4e8e\u5b9e\u73b0\u7f13\u5b58\u7b49\u673a\u5236\u3002<br \/>\n<strong>\u57fa\u672cRest\u547d\u4ee4\u8bf4\u660e\uff1a<\/strong><\/p>\n<table>\n<thead>\n<tr>\n<th align=\"center\">method<\/th>\n<th align=\"center\">url\u5730\u5740<\/th>\n<th align=\"center\">\u63cf\u8ff0<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td align=\"center\">PUT<\/td>\n<td align=\"center\">IP:9200\/\u7d22\u5f15\u540d\u79f0\/_create\/\u6587\u6863id<\/td>\n<td align=\"center\">\u521b\u5efa\u6587\u6863\uff08\u6307\u5b9a\u6587\u6863id\uff09<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">POST<\/td>\n<td align=\"center\">IP:9200\/\u7d22\u5f15\u540d\u79f0\/_create<\/td>\n<td align=\"center\">\u521b\u5efa\u6587\u6863\uff08\u968f\u673a\u6587\u6863id\uff09<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">POST<\/td>\n<td align=\"center\">IP:9200\/\u7d22\u5f15\u540d\u79f0\/_update\/\u6587\u6863id<\/td>\n<td align=\"center\">\u4fee\u6539\u6587\u6863<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">DELETE<\/td>\n<td align=\"center\">IP:9200\/\u7d22\u5f15\u540d\u79f0\/_doc\/\u6587\u6863id<\/td>\n<td align=\"center\">\u5220\u9664\u6587\u6863<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">GET<\/td>\n<td align=\"center\">IP:9200\/\u7d22\u5f15\u540d\u79f0\/_doc\/\u6587\u6863id<\/td>\n<td align=\"center\">\u901a\u8fc7\u6587\u6863id\u67e5\u8be2\u6587\u6863<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">GET<\/td>\n<td align=\"center\">IP:9200\/\u7d22\u5f15\u540d\u79f0\/_search<\/td>\n<td align=\"center\">\u67e5\u8be2\u6240\u6709\u6570\u636e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>ES\u652f\u6301\u7684\u6570\u636e\u7c7b\u578b\uff1a<\/strong><br \/>\n* \u5b57\u7b26\u4e32\u7c7b\u578b<br \/>\n<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/text.html#text-field-type\">text<\/a>\u3001<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/keyword.html#keyword-field-type\">keyword<\/a><br \/>\n* \u6570\u503c\u7c7b\u578b<br \/>\n<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/number.html\">long\u3001integer\u3001short\u3001byte\u3001double\u3001float\u3001half float\u3001scaled float\u3001unsigned_long<\/a><br \/>\n* \u65e5\u671f\u7c7b\u578b<br \/>\n<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/date.html\">date<\/a>\u3001<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/date_nanos.html\">date_nanos<\/a><br \/>\n* \u5e03\u5c14\u503c\u7c7b\u578b<br \/>\n<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/boolean.html\">boolean<\/a><br \/>\n* \u4e8c\u8fdb\u5236\u7c7b\u578b<br \/>\n<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/binary.html\">binary<\/a><br \/>\n* \u6570\u7ec4\u7c7b\u578b<br \/>\n<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/array.html\">array<\/a><br \/>\n* \u7a7a\u95f4\u6570\u636e\u7c7b\u578b<br \/>\n<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/geo-point.html\">geo_point<\/a>\u3001<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/geo-shape.html\">geo_shape<\/a>\u3001<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/point.html\">point<\/a>\u3001<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/shape.html\">shape<\/a><br \/>\n* \u5bf9\u8c61\u548c\u5173\u7cfb\u7c7b\u578b<br \/>\n<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/object.html\">object<\/a>\u3001<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/flattened.html\">flattened<\/a>\u3001<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/nested.html\">nested<\/a>\u3001<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/parent-join.html\">join<\/a><br \/>\n* <a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/mapping-types.html\">\u5176\u4ed6\u7c7b\u578b<\/a><\/p>\n<h2>\u5173\u4e8e\u7d22\u5f15\u7684\u57fa\u672c\u64cd\u4f5c<\/h2>\n<p><strong>1\u3001\u521b\u5efa\u4e00\u4e2a\u7d22\u5f15\uff1a<\/strong><br \/>\n\u5728Kibana\u7684\u5f00\u53d1\u5de5\u5177\u7684\u63a7\u5236\u53f0\u4e2d\u8f93\u5165\u5982\u4e0b\u547d\u4ee4\uff0c\u4fbf\u53ef\u521b\u5efa\u4e00\u4e2a\u7d22\u5f15\u4e3a<code>test1<\/code>\uff0c\u6587\u6863id\u4e3a<code>1<\/code>\u7684\u6587\u6863<\/p>\n<pre><code class=\"language-bash line-numbers\"># PUT \/\u7d22\u5f15\u540d\u79f0\/_create\/\u6587\u6863id\nPUT \/test001\/_create\/1\n{\n  \"name\": \"\u72c2\u795e\u8bf4\",\n  \"age\": 3\n}\n<\/code><\/pre>\n<p>\u521b\u5efa\u6210\u529f\u540e\uff0c\u54cd\u5e94\u7684 json \u5982\u4e0b\uff1a<\/p>\n<pre><code class=\"language-json line-numbers\">{\n  \"_index\" : \"test001\",\n  \"_id\" : \"1\",\n  \"_version\" : 1,\n  \"result\" : \"created\",\n  \"_shards\" : {\n    \"total\" : 2,\n    \"successful\" : 1,\n    \"failed\" : 0\n  },\n  \"_seq_no\" : 0,\n  \"_primary_term\" : 1\n}\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/633e276fd9f54790bc8b61cfdab3a2d4.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u521b\u5efa\u6587\u6863\" \/><br \/>\n\u5982\u679c\u5f53\u524d\u7d22\u5f15\u548c\u6587\u6863\u5df2\u7ecf\u5b58\u5728\uff0c\u518d\u6b21\u6267\u884c\u4e0a\u9762\u7684\u547d\u4ee4\uff0c\u5219\u4f1a\u62a5\u9519\uff0c\u5177\u4f53\u6548\u679c\u5982\u4e0b\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/be161cdac48841af921a06a6f2c19fa8.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u62a5\u9519\u5185\u5bb9\" \/><br \/>\n\u4f7f\u7528hand\u67e5\u770b\u7d22\u5f15\u6570\u636e\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/4931d6325e924db082da09f9df8828a4.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728hand\u4e2d\u67e5\u770b\u6587\u6863\u5185\u5bb9\" \/><br \/>\n<strong>2\u3001\u521b\u5efa\u7d22\u5f15\u5e76\u660e\u786e\u5176\u4e2d\u7684\u6620\u5c04\u89c4\u5219\uff1a<\/strong><br \/>\n\u5728Kibana\u4e2d\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code class=\"language-bash line-numbers\"># PUT \/\u7d22\u5f15\u540d\u79f0\n# {\n#   \"mappings\": {\n#     \"properties\": {\n#       \"\u5b57\u6bb5\u540d\": {\n#         \"type\": \"\u5b57\u6bb5\u7c7b\u578b\"\n#       },\n#       \u2026\u2026\n#     }\n#   }\n# }\nPUT \/test002\n{\n  \"mappings\": {\n    \"properties\": {\n      \"name\": {\n        \"type\": \"text\"\n      },\n      \"age\": {\n        \"type\": \"long\"\n      },\n      \"birthday\": {\n        \"type\": \"date\"\n      }\n    }\n  }\n}\n<\/code><\/pre>\n<p>\u4e0a\u8ff0\u547d\u4ee4\u7684\u542b\u4e49\u662f\uff1a\u521b\u5efa\u7d22\u5f15test002\uff0c\u7136\u540e\u8bbe\u7f6e\u5b57\u6bb5\u7684\u6620\u5c04\u5173\u7cfb\uff0cname\u5b57\u6bb5\u7684\u7c7b\u578b\u4e3atext\u3001age\u5b57\u6bb5\u7684\u7c7b\u578b\u4e3along\u3001birthday\u5b57\u6bb5\u7684\u7c7b\u578b\u4e3adate\u3002<br \/>\n\u5176\u6267\u884c\u7ed3\u679c\u5982\u4e0b\u6240\u793a\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/0f0e4f5802f64e8982020ef5ad66b6a2.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u521b\u5efa\u7d22\u5f15\u6620\u5c04\u5173\u7cfb\" \/><br \/>\n<strong>3\u3001\u83b7\u53d6\u6307\u5b9a\u7d22\u5f15\u4fe1\u606f\uff1a<\/strong><\/p>\n<pre><code class=\"language-bash line-numbers\"># GET \/\u7d22\u5f15\u540d\u79f0\nGET \/test002\n<\/code><\/pre>\n<p>\u6267\u884c\u7ed3\u679c\u5982\u4e0b\u6240\u793a\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/f600e61f57d64e45993c3466310a615a.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u83b7\u53d6\u7d22\u5f15\u4fe1\u606f\" \/><br \/>\n<strong>4\u3001\u67e5\u770b\u7d22\u5f15\u7684\u9ed8\u8ba4\u4fe1\u606f<\/strong><\/p>\n<p>\u65b0\u5efa\u4e00\u4e2a\u7d22\u5f15\u548c\u6587\u6863<\/p>\n<pre><code class=\"language-bash line-numbers\"># PUT \u7d22\u5f15\u540d\u79f0\/_doc\/\u6587\u6863ID\n# {\n#   \"\u5b57\u6bb5\u540d\": \u5b57\u6bb5\u503c,\n#   \u2026\u2026\n# }\nPUT test003\/_doc\/1\n{\n  \"namme\": \"\u72c2\u795e\u8bf4\",\n  \"age\": 13,\n  \"birth\": \"1997-01-05\"\n}\n<\/code><\/pre>\n<p>\u7136\u540e\u4f7f\u7528<code>GET<\/code>\u547d\u4ee4\u83b7\u53d6<code>test003<\/code>\u7d22\u5f15\u7684\u4fe1\u606f\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/a704947a72ce4e4cad382677ccb9372c.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"ES\u9ed8\u8ba4\u7684\u6570\u636e\u7c7b\u578b\" \/><br \/>\n\u5982\u679c\u6587\u6863\u7684\u5b57\u6bb5\u6ca1\u6709\u6307\u5b9a\u7c7b\u578b\uff0c\u90a3\u4e48ES\u5c31\u4f1a\u7ed9\u6211\u4eec\u9ed8\u8ba4\u914d\u7f6e\u5b57\u6bb5\u7c7b\u578b\uff01<br \/>\n<strong>\u6269\u5c55\uff1a\u901a\u8fc7\u547d\u4ee4\u83b7\u53d6ElasticSearch\u7684\u72b6\u6001\u4fe1\u606f\uff1a<\/strong><br \/>\n1\uff09\u901a\u8fc7<code>GET _cat\/health<\/code>\u547d\u4ee4\u83b7\u53d6ES\u7684\u5065\u5eb7\u72b6\u6001<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/b331adf23ad740d6958d5dd6420429ec.png\" alt=\"\u83b7\u53d6ES\u7684\u5065\u5eb7\u72b6\u6001\" \/><br \/>\n\u548cElasticSearch hand\u63d2\u4ef6\u4e2d\u663e\u793a\u7684\u4fe1\u606f\u4e00\u6837<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/6c235f858fca4643be1c2e66d38760d2.png\" alt=\"ES hand\u63d2\u4ef6\" \/><br \/>\n2\uff09\u901a\u8fc7<code>GET _cat\/indices?v<\/code>\u547d\u4ee4\u83b7\u53d6\u6240\u6709\u7d22\u5f15\u7684\u7248\u672c\u4fe1\u606f<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/3854c79f18e94e9e862d83eabecac5c5.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u67e5\u770bES\u4e2d\u7d22\u5f15\u7684\u7248\u672c\u4fe1\u606f \" \/><br \/>\n<strong>5\u3001\u5220\u9664\u7d22\u5f15\uff1a<\/strong><\/p>\n<pre><code class=\"language-bash line-numbers\"># DELETE \u7d22\u5f15\u540d\u79f0\nDELETE test001\n<\/code><\/pre>\n<p>\u5220\u9664<code>test001<\/code>\u7d22\u5f15<\/p>\n<h2>\u5173\u4e8e\u6587\u6863\u7684\u57fa\u672c\u64cd\u4f5c<\/h2>\n<p><strong>1\u3001\u521b\u5efa\u6587\u6863\uff1a<\/strong><br \/>\n\u521b\u5efa\u4e00\u4e2a\u6587\u6863<\/p>\n<pre><code class=\"language-bash line-numbers\"># PUT \u7d22\u5f15\u540d\u79f0\/_doc\/\u6587\u6863ID\n# {\n#   \"\u5b57\u6bb5\u540d\": \u5b57\u6bb5\u7684\u503c,\n#   \u2026\u2026\n# }\nPUT kuangshen\/_doc\/1\n{\n  \"name\": \"\u72c2\u795e\u8bf4\",\n  \"age\": 23,\n  \"desc\": \"\u4e00\u987f\u64cd\u4f5c\u731b\u5982\u864e\uff0c\u4e00\u770b\u5de5\u8d442500\",\n  \"tags\": [\n    \"\u6280\u672f\u5b85\",\n    \"\u6e29\u6696\",\n    \"\u76f4\u7537\"\n  ]\n}\n<\/code><\/pre>\n<p>\u6267\u884c\u7ed3\u679c\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/ab71d14fd4d44217b65f15ca51809236.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u521b\u5efa\u6587\u6863\" \/><br \/>\n\u521b\u5efa\u540c\u7c7b\u578b\u7684\u7b2c\u4e8c\u4e2a\u6587\u6863<\/p>\n<pre><code class=\"language-bash line-numbers\">PUT kuangshen\/_doc\/2\n{\n  \"name\": \"\u5f20\u4e09\",\n  \"age\": 3,\n  \"desc\": \"\u6cd5\u5916\u72c2\u5f92\",\n  \"tags\": [\n    \"\u4ea4\u53cb\",\n    \"\u65c5\u6e38\",\n    \"\u6e23\u7537\"\n  ]\n}\n<\/code><\/pre>\n<p>\u6267\u884c\u7ed3\u679c\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/ed12b1bb6f9c4fdc99d56345686026d0.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u521b\u5efa\u7b2c\u4e8c\u4e2a\u6587\u6863\" \/><br \/>\n\u521b\u5efa\u7b2c\u4e09\u4e2a\u6587\u6863\uff1a<\/p>\n<pre><code class=\"language-bash line-numbers\">PUT kuangshen\/_doc\/3\n{\n  \"name\": \"\u674e\u56db\",\n  \"age\": 30,\n  \"desc\": \"mmp\uff0c\u4e0d\u77e5\u9053\u5982\u4f55\u5f62\u5bb9\",\n  \"tags\": [\n    \"\u9753\u5973\",\n    \"\u65c5\u6e38\",\n    \"\u5531\u6b4c\"\n  ]\n}\n<\/code><\/pre>\n<p>\u6267\u884c\u7ed3\u679c\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/3481b4be657c41b393c8c87e70957388.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u521b\u5efa\u7b2c\u4e09\u4e2a\u6587\u6863\" \/><br \/>\n<strong>2\u3001\u83b7\u53d6\u6570\u636e\uff1a<\/strong><br \/>\n\u83b7\u53d6kuangshen\u7d22\u5f15\u4e2d\uff0c\u6587\u6863ID\u4e3a1\u7684\u6587\u6863\u5185\u5bb9<\/p>\n<pre><code class=\"language-bash line-numbers\"># GET \u7d22\u5f15\u540d\u79f0\/_doc\/\u6587\u6863ID\nGET kuangshen\/_doc\/1\n<\/code><\/pre>\n<p>\u67e5\u8be2\u7ed3\u679c\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/1373db75d4b9420cb8c1d968f3695943.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u83b7\u53d6\u6570\u636e\" \/><br \/>\n<strong>3\u3001\u4fee\u6539\u6587\u6863\uff1a<\/strong><br \/>\n1\uff09\u4f7f\u7528<code>PUT<\/code>\u547d\u4ee4\u4fee\u6539\u6570\u636e\uff1a<\/p>\n<pre><code class=\"language-bash line-numbers\"># PUT \u7d22\u5f15\u540d\u79f0\/_doc\/\u6587\u6863ID\n# {\n#   \"\u5b57\u6bb5\u540d\": \u66f4\u65b0\u7684\u76ee\u6807\u503c,\n#     \u2026\u2026\n# }\n\nPUT kuangshen\/_doc\/3\n{\n  \"name\": \"\u674e\u56db233\",\n  \"age\": 30,\n  \"desc\": \"mmp\uff0c\u4e0d\u77e5\u9053\u5982\u4f55\u5f62\u5bb9\",\n  \"tags\": [\n    \"\u9753\u5973\",\n    \"\u65c5\u6e38\",\n    \"\u5531\u6b4c\"\n  ]\n}\n<\/code><\/pre>\n<p>\u6267\u884c\u547d\u4ee4\u540e\uff0c\u53ef\u4ee5\u770b\u5230\u5982\u4e0b\u6548\u679c\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/057f992f0ad34b4ab0938c9853d52706.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u4f7f\u7528PUT\u547d\u4ee4\u66f4\u65b0\u6570\u636e\" \/><\/p>\n<p>\u4f7f\u7528<code>PUT<\/code>\u547d\u4ee4\u66f4\u65b0\u6570\u636e\uff0c\u662f\u5168\u91cf\u8986\u76d6\u7684\u6a21\u5f0f\uff0c\u5982\u679c\u67d0\u4e2a\u5b57\u6bb5\u5728\u66f4\u65b0\u7684\u65f6\u5019\u6f0f\u6389\u6216\u8005\u6ca1\u6709\u8d4b\u503c\uff0c\u90a3\u4e48ES\u4e2d\u5bf9\u5e94\u7684\u5b57\u6bb5\u4e5f\u4f1a\u6d88\u5931\uff0c\u5982\u4e0b\u56fe\u6240\u793a\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/6ae10603e5874b1ca0dd88ff4c40172a.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"PUT\u547d\u4ee4\u5168\u91cf\u8986\u76d6\u66f4\u65b0\u65b9\u6cd5\" \/><br \/>\n\u5148\u6267\u884c\u4e0a\u9762\u7684<code>PUT<\/code>\u547d\u4ee4\uff0c\u518d\u4f7f\u7528<code>GET<\/code>\u547d\u4ee4\u67e5\u8be2\u6587\u6863\u3002\u4f1a\u53d1\u73b0desc\u5b57\u6bb5\u6d88\u5931\u4e86\uff0c\u56e0\u4e3a\u5728\u6700\u65b0\u4e00\u6b21\u6267\u884c\u7684PUT\u547d\u4ee4\u4e2d\uff0c\u6ca1\u6709desc\u5b57\u6bb5\u3002<\/p>\n<p>2\uff09\u4f7f\u7528<code>POST<\/code>\u547d\u4ee4\u4fee\u6539\u6570\u636e\uff08<span class=\"text-highlighted-inline\" style=\"background-color: #fffd38;\">\u63a8\u8350\u4f7f\u7528\u8fd9\u79cd\u66f4\u65b0\u65b9\u5f0f\uff01\uff01\uff01<\/span>\uff09<br \/>\n\u5148\u4f7f\u7528GET\u547d\u4ee4\u67e5\u770bkuangshen\u7d22\u5f15\u4e2d\u6587\u6863ID\u4e3a1\u7684\u6587\u6863\u7684\u5185\u5bb9\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/28ecf157820d48bfbd78a9396c44705c.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"kuangshen\u7d22\u5f15\u4e2d\u6587\u6863ID\u4e3a1\u7684\u6587\u6863\u5185\u5bb9\" \/><br \/>\n\u7136\u540e\u4f7f\u7528POST\u547d\u4ee4\u66f4\u65b0\u6587\u6863\u5185\u5bb9<\/p>\n<pre><code class=\"language-bash line-numbers\"># POST \u7d22\u5f15\u540d\u79f0\/_update\/\u6587\u6863ID\n# {\n#   \"doc\": {\n#     \"\u5b57\u6bb5\u540d\": \u66f4\u65b0\u7684\u76ee\u6807\u503c,\n#     \u2026\u2026\n#   }\n# }\nPOST kuangshen\/_update\/1\n{\n  \"doc\": {\n    \"name\": \"\u72c2\u795e\u8bf4Java\"\n  }\n}\n<\/code><\/pre>\n<p>\u6267\u884c\u7ed3\u679c<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/3307b47b454e4cd48db388c79d9485d0.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u901a\u8fc7POST\u547d\u4ee4\u66f4\u65b0\u6570\u636e\" \/><br \/>\n\u7136\u540e\u4f7f\u7528<code>GET<\/code>\u547d\u4ee4\u67e5\u770b\u521a\u624d\u4fee\u6539\u7684\u6587\u6863\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/38d843fc335942bf8333d95f87c80cdb.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u901a\u8fc7GET\u547d\u4ee4\u67e5\u770b\u6570\u636e\" \/><br \/>\n\u53d1\u73b0\u53ea\u6709\u7ed9\u5b9a\u7684\u5b57\u6bb5\u7684\u503c\u53d1\u751f\u4e86\u53d8\u5316\uff0c\u5176\u4ed6\u503c\u8fd8\u662f\u4fdd\u6301\u539f\u6765\u7684\u5185\u5bb9\u3002<\/p>\n<p><strong>3\u3001\u5220\u9664\u6587\u6863\uff1a<\/strong><br \/>\n\u6839\u636e\u6587\u6863ID\u5220\u9664\u6587\u6863<\/p>\n<pre><code class=\"language-bash line-numbers\"># DELETE \u7d22\u5f15\u540d\u79f0\/_doc\/\u6587\u6863ID\nDELETE test001\/_doc\/1\n<\/code><\/pre>\n<p>\u5220\u9664<code>test001<\/code>\u7d22\u5f15\u4e2dID\u4e3a1\u7684\u6587\u6863<\/p>\n<h2>\u641c\u7d22\u6570\u636e<\/h2>\n<h3>\u7b80\u5355\u641c\u7d22<\/h3>\n<p>\u6839\u636e\u67d0\u4e2a\u5b57\u6bb5\u6a21\u7cca\u641c\u7d22\u6570\u636e<\/p>\n<pre><code class=\"language-bash line-numbers\"># GET \u7d22\u5f15\u540d\u79f0\/_search?q=\u5b57\u6bb5\u540d:\u641c\u7d22\u5185\u5bb9\nGET kuangshen\/_search?q=name:\u72c2\u795e\u8bf4\n<\/code><\/pre>\n<p>\u6267\u884c\u7ed3\u679c\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/28e16dbe3d18441981a47c410dd68f82.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u5728\u4e0a\u9762\u7684\u8fd4\u56de\u7ed3\u679c\u4e2d\uff0c\u53ef\u4ee5\u770b\u5230\u4e00\u4e2a<code>_score<\/code>\u5b57\u6bb5\uff0c\u8fd9\u4e2a\u5b57\u6bb5\u4ee3\u8868\u7740\u641c\u7d22\u5230\u7684\u7ed3\u679c\u548c\u641c\u7d22\u6761\u4ef6\u7684\u5339\u914d\u5ea6\u5206\u6570\uff0c\u5339\u914d\u5ea6\u8d8a\u9ad8\uff0c\u5206\u6570\u4e5f\u5c31\u8d8a\u9ad8\uff0c\u8fd9\u91cc\u53ef\u4ee5\u901a\u8fc7\u5207\u6362\u4e0d\u540c\u7684\u641c\u7d22\u6761\u4ef6\u8fdb\u884c\u6d4b\u8bd5\uff0c\u4f1a\u53d1\u73b0\u5982\u679c\u641c\u7d22\u6761\u4ef6\u548c\u7ed3\u679c\u5b8c\u5168\u4e00\u6837\u65f6\uff0c\u5176\u5206\u6570\u4f1a\u6bd4\u4e0d\u5b8c\u5168\u4e00\u6837\u65f6\u66f4\u9ad8\u3002<\/p>\n<h3>\u590d\u6742\u641c\u7d22\uff08\u6392\u5e8f\u3001\u5206\u9875\u3001\u9ad8\u4eae\u3001\u6a21\u7cca\u5339\u914d\u3001\u7cbe\u51c6\u5339\u914d\uff09<\/h3>\n<p><strong>1\u3001\u5355\u6761\u4ef6\u67e5\u8be2\u6570\u636e\uff1a<\/strong><\/p>\n<pre><code class=\"language-bash line-numbers\"># GET \u7d22\u5f15\u540d\u79f0\/_search\n# {\n#   \"query\": {\n#     \"match\": {\n#       \"\u5b57\u6bb5\u540d\": \"\u641c\u7d22\u5185\u5bb9\" # \u8fd9\u91cc\u8981\u6ce8\u610f\u5b57\u6bb5\u7684\u6570\u636e\u7c7b\u578b\uff0c\u5982\u679c\u662f\u5b57\u7b26\u4e32\u578b\u5219\u662f\u6a21\u7cca\u5339\u914d\uff0c\u5982\u679c\u662f\u975e\u5b57\u7b26\u4e32\u578b\u5219\u662f\u7cbe\u786e\u5339\u914d\n#     }\n#   }\n# }\nGET kuangshen\/_search\n{\n  \"query\": {\n    \"match\": {\n      \"name\": \"\u72c2\u795e\"\n    }\n  }\n}\n<\/code><\/pre>\n<p>\u67e5\u8be2\u7ed3\u679c\u5982\u4e0b\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/43bd910db28a4cc4858191b32acad413.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u4e3a\u4e86\u65b9\u4fbf\u540e\u9762\u6f14\u793a\uff0c\u518d\u63d2\u5165\u4e00\u6761\u76f8\u4f3c\u7684\u6570\u636e<\/p>\n<pre><code class=\"language-bash line-numbers\">PUT kuangshen\/_doc\/4\n{\n  \"name\": \"\u72c2\u795e\u8bf4\u524d\u7aef\",\n  \"age\": 3,\n  \"desc\" : \"\u4e00\u987f\u64cd\u4f5c\u731b\u5982\u864e\uff0c\u4e00\u770b\u5de5\u8d442500\",\n  \"tags\" : [\n    \"\u6280\u672f\u5b85\",\n    \"\u6e29\u6696\",\n    \"\u76f4\u7537\"\n  ]\n}\n<\/code><\/pre>\n<p>\u7136\u540e\u518d\u6267\u884c\u4e0a\u9762\u7684\u67e5\u8be2\u64cd\u4f5c\uff0c\u53ef\u4ee5\u770b\u5230\u5982\u4e0b\u7ed3\u679c\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/48530aaf85784fc5a950e0afa8f52558.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n<strong>2\u3001\u67e5\u8be2\u7ed3\u679c\u4e2d\u53ea\u663e\u793a\u6307\u5b9a\u7684\u51e0\u4e2a\u5b57\u6bb5\uff1a<\/strong><br \/>\n\u76f8\u5f53\u4e8eSQL\u4e2d\u7684select a, b, c from table\u3002\u4e00\u822c\u63a8\u8350\u4f7f\u7528\u8be5\u65b9\u5f0f\u8fdb\u884c\u67e5\u8be2\u3002<\/p>\n<pre><code class=\"language-bash line-numbers\"># \u901a\u8fc7\"_source\": [\"FIELD_A\", \"FIELD_B\", ...]\u53c2\u6570\u6765\u9650\u5236\u67e5\u8be2\u6240\u5f97\u7684\u5b57\u6bb5\nGET kuangshen\/_search\n{\n  \"query\": {\n    \"match\": {\n      \"name\": \"\u72c2\u795e\"\n    }\n  },\n  \"_source\": [\"name\", \"desc\"]\n}\n\n<\/code><\/pre>\n<p>\u67e5\u8be2\u7ed3\u679c\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/9f0ad39c9af447b88c16a8fd24f53964.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u4e4b\u540e\u901a\u8fc7Java\u8c03\u7528ES\u65f6\uff0c\u6240\u6709\u7684\u5bf9\u8c61\u548c\u65b9\u6cd5\u5c31\u662f\u67e5\u8be2\u53c2\u6570\u548c\u7ed3\u679c\u4e2d\u7684key\u3002<br \/>\n<strong>3\u3001\u5bf9\u67e5\u8be2\u7ed3\u679c\u6392\u5e8f\uff1a<\/strong><br \/>\n\u901a\u8fc7sort\u53c2\u6570\u53ef\u4ee5\u5b9e\u73b0\u5bf9\u67e5\u8be2\u7ed3\u679c\u7684\u6392\u5e8f\uff1a<\/p>\n<pre><code class=\"language-bash line-numbers\"># \"sort\": [\n#     {\n#       \"FIELD\": {\n#         \"order\": \"desc\"\n#       }\n#     }\n#   ]\n# \u4ee5\u5e74\u9f84\u964d\u5e8f\u67e5\u8be2name\u4e2d\u5305\u542b\u72c2\u795e\u7684\u6570\u636e\nGET kuangshen\/_search\n{\n  \"query\": {\n    \"match\": {\n      \"name\": \"\u72c2\u795e\"\n    }\n  },\n  \"sort\": [\n    {\n      \"age\": {\n        \"order\": \"desc\"\n      }\n    }\n  ]\n}\n<\/code><\/pre>\n<p>\u67e5\u8be2\u7ed3\u679c\u4e3a\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/1c58fb9365694cb0911f29cc7d6eead8.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u4e5f\u53ef\u4ee5\u5c06\u6392\u5e8f\u65b9\u5f0f\u6539\u6210\u5347\u5e8f\uff08ASC\uff09\uff0c\u67e5\u8be2\u7ed3\u679c\u5982\u4e0b\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/7bbce36ba21c43f6b6a441fabed16d9b.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n<strong>4\u3001\u5bf9\u67e5\u8be2\u7ed3\u679c\u5206\u9875\uff1a<\/strong><br \/>\n\u4f7f\u7528from\uff08\u4ece\u7b2c\u51e0\u6761\u5f00\u59cb\uff09\u548csize\uff08\u6bcf\u9875\u663e\u793a\u6570\u91cf\uff09\u4e24\u4e2a\u53c2\u6570\u5b9e\u73b0\u5206\u9875\uff0c\u76f8\u5f53\u4e8eSQL\u4e2dlimit\u7684\u4e24\u4e2a\u53c2\u6570offset\u548cpagesize\uff1a<\/p>\n<pre><code class=\"language-bash line-numbers\">GET kuangshen\/_search\n{\n  \"query\": {\n    \"match\": {\n      \"name\": \"\u72c2\u795e\"\n    }\n  },\n  \"sort\": [\n    {\n      \"age\": {\n        \"order\": \"asc\"\n      }\n    }\n  ],\n  \"from\": 0,\n  \"size\": 1\n}\n<\/code><\/pre>\n<p>\u67e5\u8be2\u7ed3\u679c\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/6d71aee9fab14c2189b7ba38c65065b4.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\nES\u4e2d\u7684\u6570\u636e\u4e0b\u6807\u4e5f\u662f\u4ece0\u5f00\u59cb\u7684\u3002<br \/>\n<strong>5\u3001\u591a\u6761\u4ef6\u67e5\u8be2\uff1a<\/strong><br \/>\n1\uff09\u5728ES\u4e2d\uff0c\u5b9e\u73b0\u7c7b\u4f3c\u4e8eSQL\u4e2d\u7684AND\u65b9\u5f0f\u7684\u591a\u6761\u4ef6\u67e5\u8be2<\/p>\n<pre><code class=\"language-bash line-numbers\"># GET \u7d22\u5f15\u540d\u79f0\/_search\n# {\n#   \"query\": {\n#     \"bool\": {\n#       \"must\": [\n#         {\n#           \"match\": {\n#             \"\u5b57\u6bb51\": \"\u5bf9\u5e94\u7684\u641c\u7d22\u5185\u5bb9\"\n#           }\n#         },\n#         {\n#           \"match\": {\n#             \"\u5b57\u6bb52\": \"\u5bf9\u5e94\u7684\u641c\u7d22\u5185\u5bb9\"  # \u8fd9\u91cc\u8981\u6ce8\u610f\u5b57\u6bb5\u7684\u6570\u636e\u7c7b\u578b\uff0c\u5982\u679c\u662f\u5b57\u7b26\u4e32\u578b\u5219\u662f\u6a21\u7cca\u5339\u914d\uff0c\u5982\u679c\u662f\u975e\u5b57\u7b26\u4e32\u578b\u5219\u662f\u7cbe\u786e\u5339\u914d\n#           }\n#         }\n#       ]\n#     }\n#   }\n# }\nGET kuangshen\/_search\n{\n  \"query\": {\n    \"bool\": {\n      \"must\": [\n        {\n          \"match\": {\n            \"name\": \"\u72c2\u795e\"\n          }\n        },\n        {\n          \"match\": {\n            \"age\": 3\n          }\n        }\n      ]\n    }\n  }\n}\n<\/code><\/pre>\n<p>\u67e5\u8be2\u7ed3\u679c\u5982\u4e0b\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/e0079c5ad4c04e93a27460f07bdb4425.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n2\uff09\u5728ES\u4e2d\uff0c\u5b9e\u73b0\u7c7b\u4f3c\u4e8eSQL\u4e2d\u7684OR\u65b9\u5f0f\u7684\u591a\u6761\u4ef6\u67e5\u8be2<\/p>\n<pre><code class=\"language-bash line-numbers\">GET kuangshen\/_search\n{\n  \"query\": {\n    \"bool\": {\n      \"should\": [\n        {\n          \"match\": {\n            \"name\": \"\u72c2\u795e\"\n          }\n        },\n        {\n          \"match\": {\n            \"age\": 23\n          }\n        }\n      ]\n    }\n  }\n}\n<\/code><\/pre>\n<p>\u67e5\u8be2\u7ed3\u679c\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/2644b10ace3548dfb4ac5f0573619235.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n3\uff09\u67e5\u8be2\u4e0d\u7b49\u4e8e\u67d0\u4e00\u4e2a\u503c\u7684\u6570\u636e<\/p>\n<pre><code class=\"language-bash line-numbers\">GET kuangshen\/_search\n{\n  \"query\": {\n    \"bool\": {\n      \"must_not\": [\n        {\n          \"match\": {\n            \"age\": 23\n          }\n        }\n      ]\n    }\n  }\n}\n<\/code><\/pre>\n<p>\u67e5\u8be2\u7ed3\u679c\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/a9bcaaca77144362b3f476f77497d610.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n<strong>6\u3001\u5bf9\u67e5\u8be2\u7ed3\u679c\u8fdb\u884c\u8fc7\u6ee4\uff1a<\/strong><br \/>\n\u4f7f\u7528ES\u7684\u8fc7\u6ee4\u5668\u5bf9\u67e5\u8be2\u7ed3\u679c\u8fdb\u884c\u8fc7\u6ee4\u3002<br \/>\n\u8fc7\u6ee4\u65b9\u5f0f\u6709\u5f88\u591a\u79cd\uff0c\u5176\u4e2d\u6709\u4e00\u79cd\u9650\u5236\u8303\u56f4\u7684\u8fc7\u6ee4\u65b9\u5f0f\uff0c\u6761\u4ef6\u6709gt\uff08\u5927\u4e8e\uff09\u3001gte\uff08\u5927\u4e8e\u7b49\u4e8e\uff09\u3001lt\uff08\u5c0f\u4e8e\uff09\u3001lte\uff08\u5c0f\u4e8e\u7b49\u4e8e\uff09\u3002<br \/>\n\u67e5\u8be2name\u4e2d\u5305\u542b\u201c\u72c2\u795e\u201d\u7684\u6570\u636e\uff0c\u5e76\u8fc7\u6ee4\u51faage\u5927\u4e8e10\u7684\u6570\u636e\uff1a<\/p>\n<pre><code class=\"language-bash line-numbers\"># \"filter\": [\n# {\n#   \"range\": {\n#     \"FIELD\": {\n#       \"gte\": 10,\n#       \"lte\": 20\n#     }\n#   }\n# }\n# ]\nGET kuangshen\/_search\n{\n  \"query\": {\n    \"bool\": {\n      \"must_not\": [\n        {\n          \"match\": {\n            \"name\": \"\u72c2\u795e\"\n          }\n        }\n      ],\n      \"filter\": [\n        {\n          \"range\": {\n            \"age\": {\n              \"gt\": 10\n            }\n          }\n        }\n      ]\n    }\n  }\n}\n<\/code><\/pre>\n<p>\u67e5\u8be2\u7ed3\u679c\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/138aaa84c3f94a1f9ea9adc331886505.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n<strong>7\u3001\u540c\u4e00\u4e2a\u5b57\u6bb5\u7b26\u5408\u591a\u4e2a\u67e5\u8be2\u6761\u4ef6\uff08OR\u5173\u7cfb\uff09\uff1a<\/strong><br \/>\n\u5728\u540c\u4e00\u4e2a\u5b57\u6bb5\u4e2d\uff0c\u9700\u8981\u67e5\u8be2\u591a\u4e2a\u6761\u4ef6\u7684\uff0c\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u7a7a\u683c\u5c06\u67e5\u8be2\u6761\u4ef6\u9694\u5f00\uff08\u591a\u4e2a\u6761\u4ef6\u4e4b\u95f4\u662fOR\u7684\u5173\u7cfb\uff09\uff0c\u6bd4\u5982\u67e5\u8be2tags\u4e2d\u5305\u62ec\u201c\u7537\u201d\u548c\u201c\u6280\u672f\u201d\u4e24\u4e2a\u8bcd\u7684\u6570\u636e\uff1a<\/p>\n<pre><code class=\"language-bash line-numbers\">GET kuangshen\/_search\n{\n  \"query\": {\n    \"match\": {\n      \"tags\": \"\u7537 \u6280\u672f\"\n    }\n  }\n}\n<\/code><\/pre>\n<p>\u67e5\u8be2\u7ed3\u679c\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/e7ae723d5a7548f98f8406bfc19fc29c.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n<strong>8\u3001\u7cbe\u786e\u67e5\u8be2\uff1a<\/strong><br \/>\n\u4f7f\u7528term\u53c2\u6570\u5b9e\u73b0\u7cbe\u786e\u67e5\u627e\u3002<br \/>\n* term\u662f\u5355\u8bcd\u7ea7\u522b\u7684\u67e5\u8be2\uff0c\u8fd9\u4e9b\u67e5\u8be2\u901a\u5e38\u2f64\u4e8e\u7ed3\u6784\u5316\u7684\u6570\u636e\uff0c\u2f50\u5982\uff1anumber, date, keyword\u7b49\uff0c\u2f7d\u4e0d\u662f\u5bf9text\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u5168\u2f42\u672c\u67e5\u8be2\u4e4b\u524d\u8981\u5148\u5bf9\u2f42\u672c\u5185\u5bb9\u8fdb\u2f8f\u5206\u8bcd\uff0c\u2f7d\u5355\u8bcd\u7ea7\u522b\u7684\u67e5\u8be2\u76f4\u63a5\u5728\u76f8\u5e94\u5b57\u6bb5\u7684\uff0c\u53cd\u5411\u7d22\u5f15\u4e2d\u7cbe\u786e\u67e5\u627e\uff0c\u5355\u8bcd\u7ea7\u522b\u7684\u67e5\u8be2\u2f00\u822c\u2f64\u4e8e\u6570\u503c\u3001\u2f47\u671f\u7b49\u7c7b\u578b\u7684\u5b57\u6bb5\u4e0a\u3002<br \/>\n* term\u67e5\u8be2\u662f\u76f4\u63a5\u901a\u8fc7\u5012\u6392\u7d22\u5f15\u6307\u5b9a\u7684\u8bcd\u6761\u8fdb\u884c\u7cbe\u786e\u67e5\u627e\u7684\uff01<br \/>\n* match\u67e5\u8be2\u662f\u901a\u8fc7\u5206\u8bcd\u5668\u89e3\u6790\uff0c\u5148\u5206\u6790\u6587\u6863\u5185\u5bb9\uff0c\u7136\u540e\u901a\u8fc7\u5206\u6790\u7684\u6587\u6863\u5185\u5bb9\u8fdb\u884c\u67e5\u8be2\u3002<\/p>\n<p>\u8fd9\u91cc\u8bf4\u660e\u4e00\u4e0btext\u7c7b\u578b\u548ckeywrod\u7c7b\u578b\u7684\u533a\u522b\uff1a<br \/>\n* text\u7c7b\u578b\u7684\u6570\u636e\u53ef\u4ee5\u88ab\u5206\u8bcd\u5668\u5206\u89e3\u6210\u591a\u4e2a\u8bcd\uff1b<br \/>\n* keyword\u7c7b\u578b\u4e0d\u53ef\u4ee5\u88ab\u5206\u89e3\u3002<\/p>\n<p>1\uff09\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u7d22\u5f15\u5e93\uff0c\u5e76\u4e3a\u5176\u5b57\u6bb5\u6307\u5b9a\u7c7b\u578b<\/p>\n<pre><code class=\"language-bash line-numbers\">PUT testdb\n{\n  \"mappings\": {\n    \"properties\": {\n      \"name\": {\n        \"type\": \"text\"\n      },\n      \"desc\": {\n        \"type\": \"keyword\"\n      }\n    }\n  }\n}\n<\/code><\/pre>\n<p>2\uff09\u6309\u7167\u4e0a\u9762\u7684\u5b57\u6bb5\u63d2\u5165\u6570\u636e<\/p>\n<pre><code class=\"language-bash line-numbers\">PUT testdb\/_doc\/1\n{\n  \"name\":\"\u72c2\u795e\u8bf4Java name\",\n  \"desc\":\"\u72c2\u795e\u8bf4Java desc\"\n}\n<\/code><\/pre>\n<p>3\uff09\u63d2\u5165\u7b2c\u4e8c\u6761\u6570\u636e<\/p>\n<pre><code class=\"language-bash line-numbers\">PUT testdb\/_doc\/2\n{\n  \"name\":\"\u72c2\u795e\u8bf4Java name\",\n  \"desc\":\"\u72c2\u795e\u8bf4Java desc2\"\n}\n<\/code><\/pre>\n<p>4\uff09\u4f7f\u7528term\u67e5\u8be2<\/p>\n<pre><code class=\"language-bash line-numbers\"># GET \u7d22\u5f15\u540d\u79f0\/_search\n# {\n#   \"query\": {\n#     \"term\": {\n#       \"FIELD\": {  # \u8981\u67e5\u8be2\u7684\u5b57\u6bb5\u540d\n#         \"value\": \"VALUE\"  # \u8981\u67e5\u8be2\u7684\u503c\n#       }\n#     }\n#   }\n# }\nGET testdb\/_search\n{\n  \"query\": {\n    \"term\": {\n      \"name\": {\n        \"value\": \"\u72c2\"\n      }\n    }\n  }\n}\n<\/code><\/pre>\n<p>\u67e5\u8be2\u7ed3\u679c\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/c9cf738a541344a2b06755bec12fc172.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u7531\u4e8ename\u5b57\u6bb5\u7684\u7c7b\u578b\u662ftext\u578b\uff0c\u5176\u503c\u53ef\u4ee5\u88ab\u5206\u8bcd\u5206\u89e3\u7684\uff0c\u6240\u4ee5\u8fd9\u65f6\u5019\u67e5\u51fa\u4e86\u6240\u6709name\u4e2d\u5e26\u201c\u72c2\u201d\u5b57\u7684\u6570\u636e\u3002<\/p>\n<pre><code class=\"language-bash line-numbers\">GET testdb\/_search\n{\n  \"query\": {\n    \"term\": {\n      \"desc\": {\n        \"value\": \"\u72c2\u795e\u8bf4Java desc\"\n      }\n    }\n  }\n}\n<\/code><\/pre>\n<p>\u67e5\u8be2\u7ed3\u679c\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/a7bc8270351046e89038873975cb24c8.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u7531\u4e8edesc\u5b57\u6bb5\u662fkeyword\u578b\uff0c\u5176\u503c\u4e0d\u53ef\u4ee5\u88ab\u5206\u8bcd\u5668\u5206\u89e3\uff0c\u6240\u4ee5\u53ea\u80fd\u67e5\u51fa\u5b8c\u5168\u5339\u914d\u7684\u6570\u636e\u6765\u3002<\/p>\n<p><strong>9\u3001\u591a\u4e2a\u503c\u5339\u914d\u7684\u7cbe\u786e\u67e5\u8be2\uff1a<\/strong><br \/>\n\u518d\u63d2\u5165\u4e24\u6761\u6570\u636e\uff1a<\/p>\n<pre><code class=\"language-bash line-numbers\">PUT testdb\/_doc\/3\n{\n  \"t1\": \"22\",\n  \"t2\": \"2022-03-23\"\n}\n\nPUT testdb\/_doc\/4\n{\n  \"t1\": \"33\",\n  \"t2\": \"2022-03-24\"\n}\n<\/code><\/pre>\n<p>\u7136\u540e\u67e5\u8be2\u6570\u636e\uff1a<\/p>\n<pre><code class=\"language-bash line-numbers\">GET testdb\/_search\n{\n  \"query\": {\n    \"bool\": {\n      \"should\": [\n        {\n          \"term\": {\n            \"t1\": {\n              \"value\": \"22\"\n            }\n          }\n        },\n        {\n          \"term\": {\n            \"t1\": {\n              \"value\": \"33\"\n            }\n          }\n        }\n      ]\n    }\n  }\n}\n<\/code><\/pre>\n<p>\u6267\u884c\u7ed3\u679c\u4e3a\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/1385c0a1db54413db06290e826dd64f4.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u82e5\u5c06\u67e5\u8be2\u6761\u4ef6\u505a\u4e00\u4e9b\u5fae\u8c03\uff0c\u5982\u4e0b\uff1a<\/p>\n<pre><code class=\"language-bash line-numbers\">GET testdb\/_search\n{\n  \"query\": {\n    \"bool\": {\n      \"should\": [\n        {\n          \"term\": {\n            \"t1\": {\n              \"value\": \"2\"\n            }\n          }\n        },\n        {\n          \"term\": {\n            \"t1\": {\n              \"value\": \"3\"\n            }\n          }\n        }\n      ]\n    }\n  }\n}\n<\/code><\/pre>\n<p>\u5176\u6267\u884c\u7ed3\u679c\u5982\u4e0b\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/2b5d9211ec234feabe7267aa8579a504.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u53ef\u4ee5\u53d1\u73b0\u7cbe\u786e\u67e5\u8be2\u662f\u8d77\u5230\u4e86\u4f5c\u7528\u7684\u3002<br \/>\n<strong>10\u3001\u67e5\u8be2\u7ed3\u679c\u4e2d\u9ad8\u4eae\u663e\u793a\u88ab\u67e5\u8be2\u5185\u5bb9\uff1a<\/strong><br \/>\n1\uff09\u5728\u67e5\u8be2\u7ed3\u679c\u4e2d\uff0c\u9ad8\u4eae\u663e\u793a\u67e5\u8be2\u5185\u5bb9<br \/>\n\u901a\u8fc7<code>highlight<\/code>\u5c5e\u6027\u6807\u8bb0\u9700\u8981\u9ad8\u4eae\u7684\u5b57\u6bb5\uff1a<\/p>\n<pre><code class=\"language-bash line-numbers\"># \"highlight\": {\n#   \"fields\": {\n#     \"FIELD_A\": {},\n#     \"FIELD_B\": {}\n#   }\n# }\nGET kuangshen\/_search\n{\n  \"query\": {\n    \"match\": {\n      \"name\": \"\u72c2\u795e\"\n    }\n  },\n  \"highlight\": {\n    \"fields\": {\n      \"name\": {},\n      \"desc\": {}\n    }\n  }\n}\n<\/code><\/pre>\n<p>\u6267\u884c\u7ed3\u679c\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/59124ef5e7204fd1ae9be22ab389b0d0.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u4e0a\u9762\u8fd9\u79cd\u662f\u6700\u7b80\u5355\u7684\u9ad8\u4eae\u7ed3\u679c\uff0c\u9664\u6b64\u4e4b\u5916\uff0c\u8fd8\u53ef\u4ee5\u901a\u8fc7pre_tags\u3001post_tags\u3001type\u3001boundary_scanner_locale\u7b49\u7b49\u914d\u7f6e\u5c5e\u6027\u5bf9\u9ad8\u4eae\u5185\u5bb9\u8fdb\u884c\u66f4\u591a\u66f4\u52a0\u4e2a\u6027\u5316\u7684\u914d\u7f6e\u3002<\/p>\n<p>2\uff09\u81ea\u5b9a\u4e49\u9ad8\u4eae\u5185\u5bb9\u5305\u88f9\u7684\u6807\u7b7e<\/p>\n<pre><code class=\"language-bash line-numbers\">GET kuangshen\/_search\n{\n  \"query\": {\n    \"match\": {\n      \"name\": \"\u72c2\u795e\"\n    }\n  },\n  \"highlight\": {\n    \"pre_tags\": \"&lt;p class='key' style='color:red'&gt;\",\n    \"post_tags\": \"&lt;\/p&gt;\",\n    \"fields\": {\n      \"name\": {}\n    }\n  }\n}\n<\/code><\/pre>\n<p>\u67e5\u8be2\u7ed3\u679c<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/1edad915b68642dfb3932c47b12d1d1e.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u8fd9\u4e9b\u9ad8\u4eae\u7684\u5c5e\u6027\u9664\u4e86\u53ef\u4ee5\u4f5c\u4e3a<code>highlight<\/code>\u8282\u70b9\u7684\u5b50\u8282\u70b9\uff0c\u4e5f\u53ef\u4ee5\u4f5c\u4e3a\u6bcf\u4e00\u4e2a\u5b57\u6bb5\u7684\u5b50\u8282\u70b9\uff0c\u4f5c\u4e3a\u6bcf\u4e2a\u5b57\u6bb5\u7684\u5b50\u8282\u70b9\u65f6\uff0c\u53ef\u4ee5\u4e3a\u6bcf\u4e2a\u5b57\u6bb5\u8bbe\u7f6e\u4e0d\u540c\u7684\u9ad8\u4eae\u914d\u7f6e\u4fe1\u606f\uff0c\u5982\u6709\u7684\u5b57\u6bb5\u7684\u9ad8\u4eae\u4e3a\u7ea2\u8272\uff0c\u6709\u7684\u5b57\u6bb5\u7684\u9ad8\u4eae\u4e3a\u84dd\u8272\u7b49\u3002<\/p>\n<h3>\u603b\u7ed3<\/h3>\n<p>ES\u6240\u80fd\u505a\u7684\u67e5\u8be2\uff0cMySQL\u57fa\u672c\u4e0a\u90fd\u80fd\u505a\uff0c\u4f46\u662f\u7531\u4e8eES\u662f\u57fa\u4e8eLucene\uff0c\u6240\u4ee5ES\u67e5\u8be2\u6548\u7387\u8981\u6bd4MySQL\u5feb\u5f88\u591a\u3002<br \/>\n* \u5339\u914d<br \/>\n* \u6309\u6761\u4ef6\u5339\u914d<br \/>\n* \u7cbe\u786e\u5339\u914d<br \/>\n* \u533a\u95f4\u8303\u56f4\u5339\u914d<br \/>\n* \u5339\u914d\u5b57\u6bb5\u8fc7\u6ee4<br \/>\n* \u591a\u6761\u4ef6\u67e5\u8be2<br \/>\n* \u9ad8\u4eae\u663e\u793a<\/p>\n<h1>SpringBoot\u96c6\u6210ES\u8be6\u89e3<\/h1>\n<h2>\u719f\u6089\u5b98\u65b9\u6587\u6863<\/h2>\n<p>\u6253\u5f00ElasticSearch\u7684\u5b98\u65b9\u6587\u6863\uff1a<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/index.html\">https:\/\/www.elastic.co\/guide\/index.html<\/a><br \/>\n\u53ef\u4ee5\u770b\u5230\u6709\u4e00\u4e2a\u201cElasticsearch Clients\u201d\u7684\u94fe\u63a5<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/3e8b14203cd54b18a8e5b82f02c2d500.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u70b9\u51fb\u8fdb\u5165\u540e\uff0c\u53ef\u4ee5\u770b\u5230\u5f88\u591a\u5bf9\u5e94\u7684\u94fe\u63a5\uff0c\u7531\u4e8e\u6211\u4f7f\u7528\u7684\u662fElasticSearch 8.1.0\u7248\u672c\uff0c\u6240\u4ee5\u8fd9\u91cc\u4f7f\u7528\u5b98\u65b9\u63a8\u8350\u7684Java Client<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/fc0db345847c412b8dff613a6f92506d.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u5728\u4ecb\u7ecd\u7ae0\u8282\uff0c\u53ef\u4ee5\u770b\u5230\u53ef\u4ee5\u770b\u5230Java API\u5ba2\u6237\u7aef\u5173\u4e8e\u529f\u80fd\u7279\u6027\u3001\u5176\u548c7.15\u7248\u672c\u76f8\u6bd4\u8f83\u7684\u53d8\u5316\u53ca\u517c\u5bb9\u6027\u65b9\u9762\u7684\u63cf\u8ff0\u3002<br \/>\n\u4e86\u89e3\u5b8c\u57fa\u672c\u4fe1\u606f\u540e\uff0c\u8fdb\u5165<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/client\/java-api-client\/current\/installation.html\">Introduction<\/a>\u7ae0\u8282\u3002<\/p>\n<p>1\u3001\u627e\u5230\u5bf9\u5e94\u7684maven\u4f9d\u8d56\uff1a<\/p>\n<pre data-language=XML><code class=\"language-markup line-numbers\">  &lt;dependencies&gt;\n    &lt;dependency&gt;\n      &lt;groupId&gt;co.elastic.clients&lt;\/groupId&gt;\n      &lt;artifactId&gt;elasticsearch-java&lt;\/artifactId&gt;\n      &lt;version&gt;8.1.1&lt;\/version&gt;\n    &lt;\/dependency&gt;\n    &lt;dependency&gt;\n      &lt;groupId&gt;com.fasterxml.jackson.core&lt;\/groupId&gt;\n      &lt;artifactId&gt;jackson-databind&lt;\/artifactId&gt;\n      &lt;version&gt;2.12.3&lt;\/version&gt;\n    &lt;\/dependency&gt;\n  &lt;\/dependencies&gt;\n<\/code><\/pre>\n<p>2\u3001\u8fdb\u5165<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/client\/java-api-client\/current\/connecting.html\">Connecting<\/a>\u94fe\u63a5\uff0c\u67e5\u770b\u5982\u4f55\u521b\u5efa\u94fe\u63a5<\/p>\n<pre><code class=\"language-java line-numbers\">\/\/ Create the low-level client\nRestClient restClient = RestClient.builder(\n    new HttpHost(\"localhost\", 9200)).build();\n\n\/\/ Create the transport with a Jackson mapper\nElasticsearchTransport transport = new RestClientTransport(\n    restClient, new JacksonJsonpMapper());\n\n\/\/ And create the API client\nElasticsearchClient client = new ElasticsearchClient(transport);\n<\/code><\/pre>\n<p>3\u3001\u901a\u8fc7<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/client\/java-api-client\/current\/api-conventions.html\">API conventions<\/a>\u53ef\u4ee5\u4e86\u89e3\u5982\u4f55\u4f7f\u7528ElasticsearchClient\u5bf9\u8c61\u548c\u5176\u6709\u54ea\u4e9b\u65b9\u6cd5\u3002<br \/>\n4\u3001\u7531\u4e8e\u5728\u4f7f\u7528ElasticSearch\u65f6\uff0c\u6211\u4eec\u7ecf\u5e38\u4f1a\u5148\u5728Kibana\u4e2d\u7f16\u5199\u5bf9\u5e94\u7684PUT\u3001GET\u3001POST\u3001DELETE\u8bed\u53e5\u8fdb\u884c\u6d4b\u8bd5\uff0c\u7136\u540e\u518d\u5728\u7a0b\u5e8f\u4e2d\u5b9e\u73b0\u8fd9\u4e9b\u8bed\u53e5\uff0c\u8003\u8651\u5230\u4eceJSON\u4ee3\u7801\u8f6c\u6362\u5230Java\u4ee3\u7801\u8fc7\u7a0b\u7684\u7e41\u7410\u548c\u5bb9\u6613\u51fa\u9519\u7684\u60c5\u51b5\uff0cElasticSearch\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e00\u4e2a\u52a0\u8f7dJSON\u7684\u65b9\u6cd5\u2014\u2014<code>withJson()<\/code>\u3002\u5177\u4f53\u7528\u6cd5\u5728<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/client\/java-api-client\/current\/loading-json.html\">Creating API objects from JSON data<\/a>\u4e2d\u6709\u76f8\u5e94\u7684\u4ecb\u7ecd\u3002<\/p>\n<h2>\u5728\u4ee3\u7801\u4e2d\u96c6\u6210ElasticSearch Java Client API<\/h2>\n<p>\u6e90\u4ee3\u7801\u5730\u5740\uff1a<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/gitee.com\/whh306318848\/springboot-es\">https:\/\/gitee.com\/whh306318848\/springboot-es<\/a><br \/>\n\u53c2\u8003\u8d44\u6599\uff1a<br \/>\n* <a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/client\/java-api-client\/current\/connecting.html\">https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/client\/java-api-client\/current\/connecting.html<\/a><br \/>\n* <a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/client\/java-api-client\/current\/api-conventions.html\">https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/client\/java-api-client\/current\/api-conventions.html<\/a><br \/>\n* <a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/blog.csdn.net\/yscjhghngh\/article\/details\/123620860?utm_term=springboot%20es%208.1.0%20pom&amp;utm_medium=distribute.pc_aggpage_search_result.none-task-blog-2~all~sobaiduweb~default-0-123620860&amp;spm=3001.4430\">https:\/\/blog.csdn.net\/yscjhghngh\/article\/details\/123620860?utm_term=springboot%20es%208.1.0%20pom&amp;utm_medium=distribute.pc_aggpage_search_result.none-task-blog-2~all~sobaiduweb~default-0-123620860&amp;spm=3001.4430<\/a><\/p>\n<p><strong>1\u3001\u521b\u5efa\u9879\u76ee\uff1a<\/strong><br \/>\n\u5728<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/start.spring.io\/\">https:\/\/start.spring.io\/<\/a>\u521b\u5efa\u9879\u76ee\uff0cGroup\u4e3acom.kuang\uff0cArtifact\u4e3aelasticsearch-01-api\uff0cPackage Name\u4e3acom.kuang\uff0cJava\u7248\u672c\u4e3a8\uff0c\u7136\u540e\u6dfb\u52a0\u4f9d\u8d56\uff1a<br \/>\n* Spring Boot DevTools<br \/>\n* Lombok<br \/>\n* Spring Configuration Processor<br \/>\n* Spring Web<br \/>\n* Spring Data Elasticsearch (Access+Driver)<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/461ecb25239540dabdfeb382b9a116bf.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u7136\u540e\u5c06\u6784\u5efa\u597d\u7684\u9879\u76ee\u4e0b\u8f7d\u4e0b\u6765\uff0c\u4f7f\u7528IDEA\u6253\u5f00\u3002<\/p>\n<p>\u82e5\u4f7f\u7528IDEA\u76f4\u63a5\u521b\u5efa\u4e5f\u662f\u4e00\u6837\u7684\u5185\u5bb9\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/83bcd6d93a3744babcd00755e19cd99b.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/1e33127373ce49328deb2ca8c08b0234.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n<strong>2\u3001\u4f7f\u7528maven\u4e0b\u8f7d\u4f9d\u8d56\u5305\uff1a<\/strong><br \/>\n\u5f53\u9879\u76ee\u5bfc\u5165IDEA\u540e\uff0c\u4f7f\u7528maven\u4e0b\u8f7d\u9879\u76ee\u6240\u9700\u7684\u4f9d\u8d56\u5305\uff0c\u8fd9\u91cc\u5efa\u8bae\u53ef\u4ee5\u5c06maven\u955c\u50cf\u6362\u6210\u963f\u91cc\u4e91\u7684\uff0c\u5177\u4f53\u64cd\u4f5c\u65b9\u6cd5\u53ef\u81ea\u884c\u767e\u5ea6\u3002<br \/>\n\u4e0b\u8f7d\u5b8c\u4f9d\u8d56\u5305\u4e4b\u540e\uff0c\u53ef\u4ee5\u67e5\u770b\u5bf9\u5e94\u7684spring-data-elasticsearch\u7684\u5e95\u5c42\u4f9d\u8d56\uff0c\u53d1\u73b0\u5176\u6240\u4f7f\u7528\u7684\u76f8\u5173ES\u4f9d\u8d56\u548c\u6211\u4eec\u524d\u9762\u5728ES\u5b98\u7f51\u4e0a\u770b\u5230\u7684\u4e0d\u4e00\u81f4\uff0c\u8fd9\u4f1a\u5bfc\u81f4\u6211\u4eec\u65e0\u6cd5\u6b63\u5e38\u7684\u94fe\u63a5ES\u670d\u52a1\uff0c\u8fd9\u65f6\u6211\u4eec\u9700\u8981\u5bf9\u4f9d\u8d56\u505a\u51fa\u76f8\u5e94\u7684\u8c03\u6574\u3002<br \/>\n<span class=\"text-highlighted-inline\" style=\"background-color: #fffd38;\">ES\u4f9d\u8d56\u7684\u7248\u672c\u5fc5\u987b\u548cES\u670d\u52a1\u5668\u7684\u7248\u672c\u5bf9\u5e94<\/span><br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/c181a55f2c194ad6b106ef6952323b36.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u5c06pom\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684spring-boot-starter-data-elasticsearch\u4f9d\u8d56\u66ff\u6362\u6210ES\u5b98\u65b9\u6307\u5b9a\u7684\u4f9d\u8d56\uff0c\u7136\u540e\u91cd\u65b0\u7f16\u8bd1\u9879\u76ee\u3002pom\u6587\u4ef6\u5185\u5bb9\u5982\u4e0b\uff1a<\/p>\n<pre data-language=XML><code class=\"language-markup line-numbers\">&lt;?xml version=\"1.0\" encoding=\"UTF-8\"?&gt;\n&lt;project xmlns=\"http:\/\/maven.apache.org\/POM\/4.0.0\" xmlns:xsi=\"http:\/\/www.w3.org\/2001\/XMLSchema-instance\"\n         xsi:schemaLocation=\"http:\/\/maven.apache.org\/POM\/4.0.0 https:\/\/maven.apache.org\/xsd\/maven-4.0.0.xsd\"&gt;\n    &lt;modelVersion&gt;4.0.0&lt;\/modelVersion&gt;\n    &lt;parent&gt;\n        &lt;groupId&gt;org.springframework.boot&lt;\/groupId&gt;\n        &lt;artifactId&gt;spring-boot-starter-parent&lt;\/artifactId&gt;\n        &lt;version&gt;2.6.5&lt;\/version&gt;\n        &lt;relativePath\/&gt; &lt;!-- lookup parent from repository --&gt;\n    &lt;\/parent&gt;\n    &lt;groupId&gt;com.kuang&lt;\/groupId&gt;\n    &lt;artifactId&gt;elasticsearch-01-api&lt;\/artifactId&gt;\n    &lt;version&gt;0.0.1-SNAPSHOT&lt;\/version&gt;\n    &lt;name&gt;elasticsearch-01-api&lt;\/name&gt;\n    &lt;description&gt;Demo project for Spring Boot&lt;\/description&gt;\n    &lt;properties&gt;\n        &lt;java.version&gt;1.8&lt;\/java.version&gt;\n    &lt;\/properties&gt;\n    &lt;dependencies&gt;\n        &lt;!--        &lt;dependency&gt;--&gt;\n        &lt;!--            &lt;groupId&gt;org.springframework.boot&lt;\/groupId&gt;--&gt;\n        &lt;!--            &lt;artifactId&gt;spring-boot-starter-data-elasticsearch&lt;\/artifactId&gt;--&gt;\n        &lt;!--        &lt;\/dependency&gt;--&gt;\n        &lt;!--    \u5f15\u5165ES\u5b98\u7f51\u63a8\u8350\u7684\u4f9d\u8d56\u5305 START    --&gt;\n        &lt;dependency&gt;\n            &lt;groupId&gt;co.elastic.clients&lt;\/groupId&gt;\n            &lt;artifactId&gt;elasticsearch-java&lt;\/artifactId&gt;\n            &lt;version&gt;8.1.1&lt;\/version&gt;\n        &lt;\/dependency&gt;\n        &lt;dependency&gt;\n            &lt;groupId&gt;com.fasterxml.jackson.core&lt;\/groupId&gt;\n            &lt;artifactId&gt;jackson-databind&lt;\/artifactId&gt;\n            &lt;version&gt;2.12.3&lt;\/version&gt;\n        &lt;\/dependency&gt;\n\n        &lt;!-- https:\/\/mvnrepository.com\/artifact\/org.glassfish\/jakarta.json --&gt;\n        &lt;dependency&gt;\n            &lt;groupId&gt;org.glassfish&lt;\/groupId&gt;\n            &lt;artifactId&gt;jakarta.json&lt;\/artifactId&gt;\n            &lt;version&gt;2.0.1&lt;\/version&gt;\n        &lt;\/dependency&gt;\n\n        &lt;!--    \u5f15\u5165ES\u5b98\u7f51\u63a8\u8350\u7684\u4f9d\u8d56\u5305 END    --&gt;\n\n        &lt;dependency&gt;\n            &lt;groupId&gt;org.springframework.boot&lt;\/groupId&gt;\n            &lt;artifactId&gt;spring-boot-starter-web&lt;\/artifactId&gt;\n        &lt;\/dependency&gt;\n\n        &lt;dependency&gt;\n            &lt;groupId&gt;org.springframework.boot&lt;\/groupId&gt;\n            &lt;artifactId&gt;spring-boot-devtools&lt;\/artifactId&gt;\n            &lt;scope&gt;runtime&lt;\/scope&gt;\n            &lt;optional&gt;true&lt;\/optional&gt;\n        &lt;\/dependency&gt;\n        &lt;dependency&gt;\n            &lt;groupId&gt;org.springframework.boot&lt;\/groupId&gt;\n            &lt;artifactId&gt;spring-boot-configuration-processor&lt;\/artifactId&gt;\n            &lt;optional&gt;true&lt;\/optional&gt;\n        &lt;\/dependency&gt;\n        &lt;dependency&gt;\n            &lt;groupId&gt;org.projectlombok&lt;\/groupId&gt;\n            &lt;artifactId&gt;lombok&lt;\/artifactId&gt;\n            &lt;optional&gt;true&lt;\/optional&gt;\n        &lt;\/dependency&gt;\n        &lt;dependency&gt;\n            &lt;groupId&gt;org.springframework.boot&lt;\/groupId&gt;\n            &lt;artifactId&gt;spring-boot-starter-test&lt;\/artifactId&gt;\n            &lt;scope&gt;test&lt;\/scope&gt;\n        &lt;\/dependency&gt;\n    &lt;\/dependencies&gt;\n\n    &lt;build&gt;\n        &lt;plugins&gt;\n            &lt;plugin&gt;\n                &lt;groupId&gt;org.springframework.boot&lt;\/groupId&gt;\n                &lt;artifactId&gt;spring-boot-maven-plugin&lt;\/artifactId&gt;\n                &lt;configuration&gt;\n                    &lt;excludes&gt;\n                        &lt;exclude&gt;\n                            &lt;groupId&gt;org.projectlombok&lt;\/groupId&gt;\n                            &lt;artifactId&gt;lombok&lt;\/artifactId&gt;\n                        &lt;\/exclude&gt;\n                    &lt;\/excludes&gt;\n                &lt;\/configuration&gt;\n            &lt;\/plugin&gt;\n        &lt;\/plugins&gt;\n    &lt;\/build&gt;\n&lt;\/project&gt;\n<\/code><\/pre>\n<p><strong>3\u3001\u521b\u5efa\u914d\u7f6e\u7c7b\uff1a<\/strong><br \/>\n\u6839\u636e\u5b98\u65b9\u6587\u6863\uff0c\u9700\u8981\u521b\u5efa\u4e00\u4e2aES\u7684API client\uff0c\u8fd9\u91cc\u4f7f\u7528\u914d\u7f6e\u7c7b\u7684\u65b9\u5f0f\u5bf9\u8fd9\u4e2a\u5bf9\u8c61\u8fdb\u884c\u914d\u7f6e\u548c\u7ba1\u7406\u3002<br \/>\n\u521b\u5efa<code>package<\/code>\u5305\uff0c\u5e76\u5728\u5176\u4e0b\u521b\u5efa<code>ElasticSearchClientConfig<\/code>\u914d\u7f6e\u7c7b\uff0c\u5177\u4f53\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n<pre><code class=\"language-java line-numbers\">@Configuration\npublic class ElasticSearchClientConfig {\n\n    @Bean\n    public ElasticsearchClient elasticsearchClient() {\n        \/\/ Create the low-level client\n        RestClient restClient = RestClient.builder(\n                new HttpHost(\"127.0.0.1\", 9200)).build();\n        \/\/ Create the transport with a Jackson mapper\n        ElasticsearchTransport transport = new RestClientTransport(\n                restClient, new JacksonJsonpMapper());\n        \/\/ And create the API client\n        ElasticsearchClient client = new ElasticsearchClient(transport);\n        return client;\n    }\n}\n<\/code><\/pre>\n<p><strong>3\u3001\u7f16\u5199\u6d4b\u8bd5\u4ee3\u7801\uff1a<\/strong><br \/>\n\u5728\u6d4b\u8bd5\u7c7b\u4e2d\u7f16\u5199\u6d4b\u8bd5\u4ee3\u7801\uff1a<br \/>\n1\uff09\u521b\u5efa\u4e00\u4e2a\u7d22\u5f15<\/p>\n<pre><code class=\"language-java line-numbers\">@SpringBootTest\nclass Elasticsearch01ApiApplicationTests {\n\n    @Autowired\n    private ElasticsearchClient elasticsearchClient;\n\n    \/\/ \u6d4b\u8bd5\u521b\u5efa\u7d22\u5f15\n    @Test\n    void testCeateIndex() {\n        try {\n            \/\/ 1\u3001\u521b\u5efa\u7d22\u5f15\n            CreateIndexRequest kuang_index = new CreateIndexRequest.Builder().index(\"kuang_index\").build();\n            \/\/ 2\u3001\u5ba2\u6237\u7aef\u6267\u884c\u8bf7\u6c42 ElasticsearchIndicesClient\uff0c\u8bf7\u6c42\u540e\u83b7\u5f97\u54cd\u5e94\n            CreateIndexResponse createIndexResponse = elasticsearchClient.indices().create(kuang_index);\n            System.out.println(createIndexResponse);\n        } catch (IOException e) {\n            e.printStackTrace();\n        }\n    }\n}\n<\/code><\/pre>\n<p>\u4ee3\u7801\u6267\u884c\u540e\uff0c\u53ef\u4ee5\u5728Kibana\u4e2d\u6267\u884c<code>GET kuang_index\/<\/code>\u547d\u4ee4\uff0c\u5c31\u53ef\u4ee5\u770b\u5230\u4e0a\u8ff0\u4ee3\u7801\u521b\u5efa\u7684\u7d22\u5f15\u4e86<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/95860d1a2de0495699c57a5cfe8cda6a.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>\u5173\u4e8e\u7d22\u5f15\u7684API\u64cd\u4f5c\u8be6\u89e3<\/h2>\n<p><strong>1\u3001\u521b\u5efa\u7d22\u5f15<\/strong><\/p>\n<pre><code class=\"language-java line-numbers\">\/\/ \u6d4b\u8bd5\u521b\u5efa\u7d22\u5f15\n@Test\nvoid testCeateIndex() throws IOException {\n    CreateIndexResponse indexResponse = elasticsearchClient.indices().create(c-&gt;c.index(ESConst.ES_INDEX));\n    System.out.printf(\"\u521b\u5efa\u7d22\u5f15\u7ed3\u679c\uff1a\" + indexResponse);\n}\n<\/code><\/pre>\n<p>\u4e0a\u9762\u7684\u4ee3\u7801\uff0c\u6267\u884c\u7ed3\u679c\u662f\u521b\u5efa\u7684\u7d22\u5f15\u5bf9\u8c61\u3002\u76f8\u5f53\u4e8e\u5728Kibana\u4e2d\u6267\u884c<code>PUT kuang_index\/<\/code>\u547d\u4ee4\u3002<br \/>\n\u5176\u4e2d<code>ESConst.ES_INDEX<\/code>\u662f\u81ea\u5b9a\u4e49\u7684\u5e38\u91cf\uff0c\u5176\u503c\u4e3a\u5b57\u7b26\u4e32<code>kuang_index<\/code>\u3002<br \/>\n<strong>2\u3001\u5224\u65ad\u7d22\u5f15\u662f\u5426\u5b58\u5728<\/strong><\/p>\n<pre><code class=\"language-java line-numbers\">\/\/ \u5224\u65ad\u7d22\u5f15\u662f\u5426\u5b58\u5728\n@Test\nvoid testExistIndex() throws IOException {\n    BooleanResponse indexResponse = elasticsearchClient.indices().exists(e -&gt; e.index(ESConst.ES_INDEX));\n    System.out.printf(\"\u67e5\u8be2\u7d22\u5f15\u7ed3\u679c\uff1a\" + indexResponse.value());\n}\n<\/code><\/pre>\n<p>\u4e0a\u9762\u7684\u4ee3\u7801\u6267\u884c\u7ed3\u679c\uff0c\u82e5\u8be5\u7d22\u5f15\u5b58\u5728\uff0c\u5219\u8fd4\u56detrue\uff0c\u5426\u5219\u8fd4\u56defalse\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/2baa0e5d4e2b4b948f94845fed70745c.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n<strong>3\u3001\u5220\u9664\u7d22\u5f15<\/strong><\/p>\n<pre><code class=\"language-java line-numbers\">\/\/ \u5220\u9664\u7d22\u5f15\n@Test\nvoid testDeleteIndex() throws IOException {\n    DeleteIndexResponse indexResponse = elasticsearchClient.indices().delete(d -&gt; d.index(ESConst.ES_INDEX));\n    System.out.printf(\"\u5220\u9664\u7d22\u5f15\u7ed3\u679c\uff1a\" + indexResponse.acknowledged());\n}\n<\/code><\/pre>\n<p>\u6267\u884c\u7ed3\u679c\u5982\u4e0b\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/89eae045ec1f449bac08bd3e4f11c1c7.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u4e0a\u9762\u7684\u4ee3\u7801\u76f8\u5f53\u4e8e\u5728Kibana\u4e2d\u6267\u884c<code>DELETE kuang_index\/<\/code>\u547d\u4ee4\u3002\u5176\u8fd4\u56de\u503c\u4e5f\u6b63\u597d\u4e0e\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u7684\u8fd4\u56de\u503c\u5bf9\u5e94\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/5c88a9ee80a642a3bf051a8b5a071302.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>\u5173\u4e8e\u6587\u6863\u7684API\u64cd\u4f5c\u8be6\u89e3<\/h2>\n<p><strong>1\u3001\u521b\u5efa\u6587\u6863<\/strong><br \/>\n\u4e00\u822c\u9700\u8981\u653e\u5165ES\u7684\u90fd\u662f\u4e00\u4e2a\u4e2a\u7684\u5bf9\u8c61\u6216\u8005JSON\u5b57\u7b26\u4e32\uff0c\u6240\u4ee5\u5148\u521b\u5efa\u4e00\u4e2a\u6d4b\u8bd5\u7528\u7684\u5b9e\u4f53\u7c7b<\/p>\n<pre><code class=\"language-java line-numbers\">package com.kuang.pojo;\n\n@Data\n@AllArgsConstructor\n@NoArgsConstructor\npublic class User {\n    \/\/ \u59d3\u540d\n    private String name;\n    \/\/ \u5e74\u9f84\n    private Integer age;\n}\n<\/code><\/pre>\n<p>\u7136\u540e\u5728\u6d4b\u8bd5\u7c7b\u4e2d\u7f16\u5199\u6d4b\u8bd5\u4ee3\u7801\uff1a<\/p>\n<pre><code class=\"language-java line-numbers\">\/\/ \u63d2\u5165\u4e00\u4e2a\u6587\u6863\n@Test\nvoid testAddDocument() throws IOException {\n    User user = new User(\"\u5f20\u4e09\", 18);\n    IndexResponse indexResponse = elasticsearchClient.index(i -&gt; i\n            .index(ESConst.ES_INDEX)    \/\/ \u6307\u5b9a\u7d22\u5f15\n            .id(\"1\")                    \/\/ \u6307\u5b9aID\uff0c\u82e5\u4e0d\u6307\u5b9a\u5219\u968f\u673a\u751f\u6210\n            .document(user));           \/\/ \u6307\u5b9a\u63d2\u5165\u7684\u6587\u6863\u5185\u5bb9\n    System.out.printf(\"\u63d2\u5165\u4e00\u4e2a\u6587\u6863\uff1a\" + indexResponse.result());\n}\n<\/code><\/pre>\n<p>\u6267\u884c\u7ed3\u679c\u5982\u4e0b\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/9181259665924a6094423d661b74e3c6.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u53ef\u4ee5\u770b\u5230\uff0c\u5176\u6267\u884c\u7ed3\u679c\u8fd4\u56de\u7684\u662fCreated\uff08\u5df2\u521b\u5efa\uff09\uff0c\u5982\u679c\u662f\u8be5ID\u5df2\u5b58\u5728\uff0c\u8fd9\u91cc\u5219\u4f1a\u8fd4\u56deUpdated\uff08\u5df2\u66f4\u65b0\uff09\uff0c\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7<code>indexResponse.version()<\/code>\u7684\u65b9\u5f0f\u83b7\u53d6\u7248\u672c\u53f7\u4fe1\u606f\uff0c\u4ece\u800c\u5224\u65ad\u8be5id\u662f\u5426\u5df2\u7ecf\u5b58\u5728\u3002<br \/>\n\u4e0a\u9762\u7684\u4ee3\u7801\u76f8\u5f53\u4e8e\u5728Kibana\u4e2d\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code class=\"language-bash line-numbers\">PUT kuang_index\/_doc\/1\n{\n  \"name\": \"\u5f20\u4e09\",\n  \"age\": 18\n}\n<\/code><\/pre>\n<p>\u6267\u884c\u4e0a\u9762\u7684\u4ee3\u7801\u4e4b\u540e\uff0c\u53ef\u4ee5\u5728Kibana\u4e2d\u4f7f\u7528<code>GET kuang_index\/_doc\/1<\/code>\u547d\u4ee4\u67e5\u770b\u521a\u624d\u63d2\u5165\u7684\u6570\u636e<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/a23746a4b2664228a73bb121f393987e.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n<strong>2\u3001\u66f4\u65b0\u6587\u6863<\/strong><br \/>\n\u9664\u4e86\u4e0a\u9762\u8bf4\u7684\u4f7f\u7528\u7c7b\u4f3c\u4e8e<code>PUT<\/code>\u547d\u4ee4\u7684\u65b9\u5f0f\u8986\u76d6\u66f4\u65b0\u73b0\u6709\u6570\u636e\u5916\uff0c\u8fd8\u53ef\u4ee5\u5bf9\u5355\u4e2a\u5b57\u6bb5\u8fdb\u884c\u66f4\u65b0\u3002<\/p>\n<pre><code class=\"language-java line-numbers\">\/\/ \u66f4\u65b0\u4e00\u4e2a\u6587\u6863\n@Test\nvoid testUpdateDocument() throws IOException {\n    User user = new User(\"\u674e\u56db\", 20);\n    UpdateResponse&lt;User&gt; updateResponse = elasticsearchClient.update(userBuilder -&gt; userBuilder\n            .index(ESConst.ES_INDEX)\n            .id(\"1\")\n            .doc(user), User.class);\n    System.out.printf(\"\u66f4\u65b0\u4e00\u4e2a\u6587\u6863\uff1a\" + updateResponse.result());\n}\n<\/code><\/pre>\n<p>\u6267\u884c\u7ed3\u679c\u5982\u4e0b\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/e2a102ca94bd465994c5b1b7cae48d93.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u4e0a\u9762\u7684\u4ee3\u7801\u76f8\u5f53\u4e8e\u5728Kibana\u4e2d\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code class=\"language-bash line-numbers\">POST kuang_index\/_update\/1\n{\n  \"doc\": {\n    \"name\": \"\u674e\u56db\",\n    \"age\": 20\n  }\n}\n<\/code><\/pre>\n<p><strong>3\u3001\u5220\u9664\u6587\u6863<\/strong><\/p>\n<pre><code class=\"language-java line-numbers\">\/\/ \u5220\u9664\u4e00\u4e2a\u6587\u6863\n@Test\nvoid testDeleteDocument() throws IOException {\n    DeleteResponse deleteResponse = elasticsearchClient.delete(d -&gt; d\n            .index(ESConst.ES_INDEX)\n            .id(\"1\"));\n    System.out.printf(\"\u5220\u9664\u4e00\u4e2a\u6587\u6863\uff1a\" + deleteResponse.result());\n}\n<\/code><\/pre>\n<p>\u6267\u884c\u7ed3\u679c\u5982\u4e0b\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/286e3ab28135461dbcb1d83559b899b8.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u4e0a\u9762\u7684\u4ee3\u7801\u76f8\u5f53\u4e8e\u5728Kibana\u4e2d\u6267\u884c\u547d\u4ee4\uff1a<\/p>\n<pre><code class=\"language-bash line-numbers\">DELETE kuang_index\/_doc\/1\n<\/code><\/pre>\n<p><strong>4\u3001\u6279\u91cf\u64cd\u4f5c\u6587\u6863<\/strong><br \/>\n\u5148\u6f14\u793a\u6279\u91cf\u63d2\u5165\u64cd\u4f5c\uff1a<\/p>\n<pre><code class=\"language-java line-numbers\">\/\/ \u6279\u91cf\u63d2\u5165\u6570\u636e\n@Test\nvoid testBulkAddDocument() throws IOException {\n    \/\/ \u51c6\u5907\u8981\u6279\u91cf\u63d2\u5165\u7684\u6570\u636e\n    List&lt;User&gt; userList = new ArrayList&lt;&gt;();\n    userList.add(new User(\"\u5f20\u4e09\", 18));\n    userList.add(new User(\"\u674e\u56db\", 19));\n    userList.add(new User(\"\u738b\u4e94\", 20));\n    userList.add(new User(\"\u8d75\u516d\", 21));\n    userList.add(new User(\"\u6d4b\u8bd51\", 30));\n    userList.add(new User(\"\u6d4b\u8bd52\", 40));\n\n    List&lt;BulkOperation&gt; bulkOperationList = new ArrayList&lt;&gt;();\n    for (int i = 0; i &lt; userList.size(); i++) {\n        int id = i + 1;\n        bulkOperationList.add(BulkOperation.of(fn -&gt; fn.index(u -&gt; u\n                .id(String.valueOf(id))         \/\/ \u8fd9\u91cc\u8bbe\u7f6e\u6587\u6863\u7684ID\uff0c\u5982\u679c\u4e0d\u5199\uff0c\u7cfb\u7edf\u4f1a\u751f\u6210\u968f\u673aID\n                .document(userList.get(id - 1)))));\n    }\n\n    BulkResponse bulkResponse = elasticsearchClient.bulk(builder -&gt; builder.index(ESConst.ES_INDEX).operations(bulkOperationList));\n    System.out.printf(\"\u6279\u91cf\u63d2\u5165\u6570\u636e\uff1a\" + bulkResponse.items());\n}\n<\/code><\/pre>\n<p>\u6267\u884c\u7ed3\u679c\u5982\u4e0b\u5982\u6240\u793a\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/b4c3e92605fc49408f9654512462e986.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u82e5\u6267\u884c\u8fc7\u7a0b\u4e2d\u51fa\u73b0\u4e86\u95ee\u9898\uff0c\u5219\u4f1a\u8fd4\u56detrue\uff0c\u9664\u4e86\u4f7f\u7528<code>.errors()<\/code>\u65b9\u6cd5\u5224\u65ad\u6267\u884c\u7ed3\u679c\u4e4b\u5916\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7BulkResponse\u5bf9\u8c61\u7684<code>items()<\/code>\u65b9\u6cd5\u83b7\u53d6\u5230\u6bcf\u4e00\u4e2a\u64cd\u4f5c\u7684\u5177\u4f53\u6267\u884c\u7ed3\u679c\uff0c\u7136\u540e\u904d\u5386\u67e5\u770b\u5177\u4f53\u6bcf\u4e00\u4e2a\u64cd\u4f5c\u7684\u6267\u884c\u60c5\u51b5\u3002<\/p>\n<p>\u6279\u91cf\u66f4\u65b0\u6587\u6863\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n<pre><code class=\"language-java line-numbers\">\/\/ \u6279\u91cf\u66f4\u65b0\u6587\u6863\n@Test\nvoid testBulkUpdateDocument() throws IOException {\n    \/\/ \u51c6\u5907\u8981\u6279\u91cf\u63d2\u5165\u7684\u6570\u636e\n    List&lt;User&gt; userList = new ArrayList&lt;&gt;();\n    userList.add(new User(\"\u5f20\u4e09\", 28));\n    userList.add(new User(\"\u674e\u56db\", 29));\n\n    List&lt;BulkOperation&gt; bulkOperationList = new ArrayList&lt;&gt;();\n    for (int i = 0; i &lt; userList.size(); i++) {\n        int id = i + 1;\n        bulkOperationList.add(BulkOperation.of(fn -&gt; fn.update(io -&gt; io\n                .id(String.valueOf(id))         \/\/ \u9700\u8981\u66f4\u65b0\u7684\u6587\u6863\u7684id\n                .action(a -&gt; a.doc(userList.get(id - 1))))));\n    }\n    BulkResponse bulkResponse = elasticsearchClient.bulk(builder -&gt; builder.index(ESConst.ES_INDEX).operations(bulkOperationList));\n    System.out.printf(\"\u6279\u91cf\u66f4\u65b0\u6570\u636e\uff1a\" + bulkResponse.errors());\n}\n<\/code><\/pre>\n<p>\u6279\u91cf\u5220\u9664\u6587\u6863\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n<pre><code class=\"language-java line-numbers\">\/\/ \u6279\u91cf\u5220\u9664\u6570\u636e\n@Test\nvoid testBulkDeleteDocument() throws IOException {\n    List&lt;BulkOperation&gt; bulkOperationList = new ArrayList&lt;&gt;();\n    bulkOperationList.add(BulkOperation.of(fn -&gt; fn.delete(d -&gt; d.id(\"3\"))));\n    bulkOperationList.add(BulkOperation.of(fn -&gt; fn.delete(d -&gt; d.id(\"4\"))));\n\n    BulkResponse bulkResponse = elasticsearchClient.bulk(builder -&gt; builder.index(ESConst.ES_INDEX).operations(bulkOperationList));\n    System.out.printf(\"\u6279\u91cf\u5220\u9664\u6570\u636e\uff1a\" + bulkResponse.errors());\n}\n<\/code><\/pre>\n<p>\u4e0a\u8ff0\u6279\u91cf\u64cd\u4f5c\u4ee3\u7801\u6267\u884c\u4e4b\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7Kibana\u6216\u8005ElasticSearch-hand\u63d2\u4ef6\u67e5\u770bES\u4e2d\u7684\u6570\u636e\u4fe1\u606f\u3002<br \/>\n<strong>5\u3001\u641c\u7d22\u6587\u6863<\/strong><br \/>\n\u4f7f\u7528Java API\u67e5\u8be2\u6570\u636e\u6709\u4e24\u79cd\u65b9\u5f0f\uff0c\u4e00\u79cd\u5c31\u662f\u5728Java\u4ee3\u7801\u4e2d\u7f16\u5199\u67e5\u8be2\u6761\u4ef6\uff0c\u7b2c\u4e8c\u79cd\u5219\u662f\u5728Kibana\u4e2d\u5148\u5199\u597d\u547d\u4ee4\uff0c\u7136\u540e\u901a\u8fc7Java API\u63d0\u4f9b\u7684<code>.withJson()<\/code>\u65b9\u6cd5\u8bfb\u5165JSON\u6587\u4ef6\u7684\u65b9\u5f0f\uff0c\u81ea\u52a8\u6784\u5efa\u67e5\u8be2\u6761\u4ef6\u3002<br \/>\n\u7b2c\u4e00\u79cd\uff0c\u5728\u4ee3\u7801\u4e2d\u7f16\u5199\u67e5\u8be2\u6761\u4ef6\uff1a<\/p>\n<pre><code class=\"language-java line-numbers\">\/\/ \u6839\u636e\u6761\u4ef6\u67e5\u8be2\u6570\u636e\n@Test\nvoid testSearch() throws IOException {\n    \/\/ \u67e5\u8be2name\u5b57\u6bb5\uff0c\u88ab\u5206\u8bcd\u5668\u5206\u8bcd\u4e4b\u540e\u5305\u542b\u201c\u8d75\u201d\u5b57\u7684\u6570\u636e\uff0c\u4e0e\u4e0b\u9762\u7684\u547d\u4ee4\u7b49\u4ef7\n\/\/        GET kuang_index\/_search\n\/\/        {\n\/\/            \"query\": {\n\/\/            \"term\": {\n\/\/                \"name\": {\n\/\/                    \"value\": \"\u8d75\"\n\/\/                }\n\/\/            }\n\/\/        }\n\/\/        }\n    SearchResponse&lt;User&gt; searchResponse = elasticsearchClient.search(s -&gt; s\n            .index(ESConst.ES_INDEX)        \/\/ \u8bbe\u7f6e\u67e5\u8be2\u7684\u7d22\u5f15\n            .timeout(\"1s\")      \/\/ \u8bbe\u7f6e\u67e5\u8be2\u8d85\u65f6\u65f6\u95f4\n            \/\/ \u8bbe\u7f6e\u67e5\u8be2\u7684\u5177\u4f53\u6761\u4ef6\n            .query(q -&gt; q\n                    .term(t -&gt; t\n                            .field(\"name\")\n                            .value(v -&gt; v.stringValue(\"\u8d75\"))\n                    )\n            )\n            \/\/ \u8bbe\u7f6e\u9ad8\u4eae\u5b57\u6bb5\n            .highlight(h -&gt; h\n                    .fields(\"name\", f-&gt;f\n                            .preTags(\"&lt;p class='key' style='color:red'&gt;\")\n                            .postTags(\"&lt;\/p&gt;\")\n                    )\n            ), User.class);\n\n    \/\/ \u67e5\u8be2age\u5b57\u6bb5\u4e0d\u7b49\u4e8e28\u7684\u6570\u636e\uff0c\u4e0e\u4e0b\u9762\u7684\u547d\u4ee4\u7b49\u4ef7\n\/\/        GET kuang_index\/_search\n\/\/        {\n\/\/            \"query\": {\n\/\/            \"bool\": {\n\/\/                \"must_not\": [\n\/\/                {\n\/\/                    \"match\": {\n\/\/                    \"age\": 28\n\/\/                }\n\/\/                }\n\/\/      ]\n\/\/            }\n\/\/        },\n\/\/            \"from\": 0,\n\/\/                \"size\": 5\n\/\/        }\n\/\/        SearchResponse&lt;User&gt; searchResponse = elasticsearchClient.search(s -&gt; s\n\/\/                .index(ESConst.ES_INDEX)        \/\/ \u8bbe\u7f6e\u67e5\u8be2\u7684\u7d22\u5f15\n\/\/                .timeout(\"1s\")      \/\/ \u8bbe\u7f6e\u67e5\u8be2\u8d85\u65f6\u65f6\u95f4\n\/\/                .from(0)        \/\/ \u5206\u9875\u7684\u504f\u79fb\u91cf\n\/\/                .size(5)         \/\/ \u5f53\u524d\u9875\u9762\u7684\u6570\u636e\u6761\u6570\n\/\/                \/\/ \u8bbe\u7f6e\u67e5\u8be2\u7684\u5177\u4f53\u6761\u4ef6\n\/\/                .query(q -&gt; q\n\/\/                        .bool(b -&gt; b\n\/\/                                .mustNot(m -&gt; m\n\/\/                                        .match(fn -&gt; fn\n\/\/                                                .field(\"age\")\n\/\/                                                .query(28)\n\/\/                                        )\n\/\/                                )\n\/\/                        )\n\/\/                ), User.class);\n    if (searchResponse == null || searchResponse.hits() == null || searchResponse.hits().hits() == null || searchResponse.hits().hits().size() &lt; 1) {\n        System.out.println(\"\u672a\u67e5\u8be2\u5230\u76f8\u5173\u6570\u636e\");\n        return;\n    }\n    for (Hit&lt;User&gt; hit : searchResponse.hits().hits()) {\n        System.out.println(hit.source().toString());\n        if (hit.highlight() != null &amp;&amp; hit.highlight().size() &gt; 0) {\n            for (Map.Entry&lt;String, List&lt;String&gt;&gt; entry : hit.highlight().entrySet()) {\n                \/\/ \u5982\u679c\u6709\u9ad8\u4eae\u5185\u5bb9\uff0c\u5219\u6253\u5370\u9ad8\u4eae\u5185\u5bb9\n                System.out.println(\"Key = \" + entry.getKey());\n                entry.getValue().forEach(System.out::println);\n            }\n        }\n    }\n}\n<\/code><\/pre>\n<p>\u901a\u8fc7\u4e0a\u9762\u7684\u4f8b\u5b50\u53ef\u4ee5\u770b\u5230\uff0c\u53ea\u8981\u80fd\u591f\u5728Kibana\u4e2d\u5199\u51fa\u67e5\u8be2\u6761\u4ef6\uff0c\u90fd\u53ef\u4ee5\u5bf9\u5e94\u7684\u8f6c\u6362\u4e3aJava\u4ee3\u7801\uff0c\u4e0a\u9762\u7684\u4f8b\u5b50\u4e2d\u53ea\u5217\u4e3e\u4e86\u51e0\u79cd\u7b80\u5355\u7684\u67e5\u8be2\u6761\u4ef6\uff0c\u5176\u4ed6\u67e5\u8be2\u65b9\u5f0f\uff0c\u53ef\u81ea\u884c\u7ec3\u4e60\u3002<\/p>\n<p>\u7b2c\u4e8c\u79cd\uff0c\u901a\u8fc7JSON\u6587\u4ef6\u7f16\u5199\u67e5\u8be2\u6761\u4ef6\uff1a<br \/>\n\u5047\u8bbe\u6211\u4eec\u5728Kibana\u4e2d\u7684\u547d\u4ee4\u5982\u4e0b\uff1a<\/p>\n<pre><code class=\"language-bash line-numbers\">GET kuang_index\/_search\n{\n  \"query\": {\n    \"bool\": {\n      \"filter\": [\n        {\n          \"range\": {\n            \"age\": {\n              \"gte\": 20,\n              \"lt\": 30\n            }\n          }\n        }\n      ]\n    }\n  },\n  \"from\": 0,\n  \"size\": 2\n}\n<\/code><\/pre>\n<p>\u90a3\u6211\u4eec\u53ef\u4ee5\u5c06\u4e0a\u9762\u547d\u4ee4\u4e2d\u7684JSON\u5b57\u7b26\u4e32\u90e8\u5206\u653e\u5165\u6587\u4ef6\uff08\u6211\u662f\u5728resource\u76ee\u5f55\u4e0b\u65b0\u5efa\u4e86\u4e00\u4e2asearchTerms\u76ee\u5f55\uff0c\u7136\u540e\u5728\u91cc\u9762\u521b\u5efajson\u6587\u4ef6\uff0c\u653e\u5728\u5176\u4ed6\u5730\u65b9\u4e5f\u662f\u53ef\u4ee5\u7684\uff09<\/p>\n<pre><code class=\"language-json line-numbers\">{\n  \"query\": {\n    \"bool\": {\n      \"filter\": [\n        {\n          \"range\": {\n            \"age\": {\n              \"gte\": 20,\n              \"lt\": 30\n            }\n          }\n        }\n      ]\n    }\n  },\n  \"from\": 0,\n  \"size\": 2\n}\n<\/code><\/pre>\n<p>\u7136\u540e\u7f16\u5199\u4ee3\u7801<\/p>\n<pre><code class=\"language-java line-numbers\">\/\/ \u8bfb\u53d6JSON\u6587\u4ef6\uff0c\u8fdb\u884c\u6570\u636e\u67e5\u8be2\n@Test\nvoid testSearchWithJson() throws IOException {\n    \/\/ \u8bfb\u53d6\u67e5\u8be2\u6761\u4ef6\u7684JSON\u6587\u4ef6\n    ClassPathResource classPathResource = new ClassPathResource(\"searchTerms\/age.json\");\n    File file = classPathResource.getFile();\n    FileReader reader = new FileReader(file);\n\n    SearchResponse&lt;User&gt; searchResponse = elasticsearchClient.search(s -&gt; s\n            .index(ESConst.ES_INDEX)\n            .withJson(reader), User.class);\n\n    if (searchResponse == null || searchResponse.hits() == null || searchResponse.hits().hits() == null || searchResponse.hits().hits().size() &lt; 1) {\n        System.out.println(\"\u672a\u67e5\u8be2\u5230\u76f8\u5173\u6570\u636e\");\n        return;\n    }\n    for (Hit&lt;User&gt; hit : searchResponse.hits().hits()) {\n        System.out.println(hit.source().toString());\n        if (hit.highlight() != null &amp;&amp; hit.highlight().size() &gt; 0) {\n            for (Map.Entry&lt;String, List&lt;String&gt;&gt; entry : hit.highlight().entrySet()) {\n                \/\/ \u5982\u679c\u6709\u9ad8\u4eae\u5185\u5bb9\uff0c\u5219\u6253\u5370\u9ad8\u4eae\u5185\u5bb9\n                System.out.println(\"Key = \" + entry.getKey());\n                entry.getValue().forEach(System.out::println);\n            }\n        }\n    }\n}\n<\/code><\/pre>\n<p>\u53ef\u4ee5\u770b\u5230\uff0c\u4f7f\u7528JSON\u5b57\u7b26\u4e32\u6784\u5efa\u67e5\u8be2\u6761\u4ef6\uff0c\u4e0e\u76f4\u63a5\u5728\u4ee3\u7801\u4e2d\u7f16\u5199\u67e5\u8be2\u6761\u4ef6\u7684\u6548\u679c\u662f\u5b8c\u5168\u4e00\u6837\u7684\uff0c\u800c\u4e14\u7531\u4e8e\u5c11\u4e86\u4ecejson\u5230java\u4ee3\u7801\u7684\u8f6c\u6362\u8fc7\u7a0b\uff0c\u8fd9\u6837\u8fd8\u66f4\u52a0\u65b9\u4fbf\u4e86\u3002<br \/>\n\u9664\u4e86\u67e5\u8be2\u5916\uff0c<code>.withJson()<\/code>\u65b9\u6cd5\u4e5f\u53ef\u4ee5\u7528\u4e8e\u521b\u5efa\u7d22\u5f15\u3001\u63d2\u5165\u6570\u636e\u3001\u66f4\u65b0\u6570\u636e\u7b49\u64cd\u4f5c\u3002<\/p>\n<h1>\u4eac\u4e1c\u641c\u7d22\u9879\u76ee<\/h1>\n<h2>\u9879\u76ee\u642d\u5efa<\/h2>\n<p><strong>1\u3001\u65b0\u5efa\u4e00\u4e2a\u9879\u76ee<\/strong><br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/60e373688ab543a9966a4bb125d6dae2.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u52fe\u9009\u4e00\u4e9b\u4f9d\u8d56\u9879\uff0c\u7136\u540e\u521b\u5efa\u9879\u76ee\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/e2425dfd17d142489511a3f64a354a10.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n<strong>2\u3001\u6253\u5f00pom.xml\u6587\u4ef6\uff0c\u6dfb\u52a0ElasticSearch\u76f8\u5173\u7684\u4f9d\u8d56\u4fe1\u606f<\/strong><\/p>\n<pre data-language=XML><code class=\"language-markup line-numbers\">&lt;!--    \u5f15\u5165ES\u5b98\u7f51\u63a8\u8350\u7684\u4f9d\u8d56\u5305 START    --&gt;\n&lt;dependency&gt;\n    &lt;groupId&gt;co.elastic.clients&lt;\/groupId&gt;\n    &lt;artifactId&gt;elasticsearch-java&lt;\/artifactId&gt;\n    &lt;version&gt;8.1.1&lt;\/version&gt;\n&lt;\/dependency&gt;\n&lt;dependency&gt;\n    &lt;groupId&gt;com.fasterxml.jackson.core&lt;\/groupId&gt;\n    &lt;artifactId&gt;jackson-databind&lt;\/artifactId&gt;\n    &lt;version&gt;2.12.3&lt;\/version&gt;\n&lt;\/dependency&gt;\n\n&lt;!-- https:\/\/mvnrepository.com\/artifact\/org.glassfish\/jakarta.json --&gt;\n&lt;dependency&gt;\n    &lt;groupId&gt;org.glassfish&lt;\/groupId&gt;\n    &lt;artifactId&gt;jakarta.json&lt;\/artifactId&gt;\n    &lt;version&gt;2.0.1&lt;\/version&gt;\n&lt;\/dependency&gt;\n&lt;!--    \u5f15\u5165ES\u5b98\u7f51\u63a8\u8350\u7684\u4f9d\u8d56\u5305 END    --&gt;\n<\/code><\/pre>\n<p><strong>3\u3001\u6253\u5f00application.properties\u6587\u4ef6\u586b\u5199\u57fa\u672c\u914d\u7f6e<\/strong><\/p>\n<pre><code class=\"language-properties line-numbers\">server.port=9090\n# \u5173\u95edthymeleaf\u7684\u7f13\u5b58\nspring.thymeleaf.cache=false\n<\/code><\/pre>\n<p><strong>4\u3001\u5c06\u524d\u7aef\u4ee3\u7801\u653e\u5165\u5de5\u7a0bresources\u76ee\u5f55\u4e0b<\/strong><br \/>\n\u524d\u7aef\u4ee3\u7801\u4e0b\u8f7d\u94fe\u63a5\uff1a<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/pan.baidu.com\/s\/1PT3jLvCksOhq7kgAKzQm7g\">https:\/\/pan.baidu.com\/s\/1PT3jLvCksOhq7kgAKzQm7g<\/a> \u63d0\u53d6\u7801\uff1as824<br \/>\n\u653e\u5165\u540e\uff0c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b\uff1a<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/0fae4eeab8e04d8780919505e5120050.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_15,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n<strong>5\u3001\u6dfb\u52a0\u9875\u9762\u63a7\u5236\u5668<\/strong><br \/>\n\u65b0\u5efa<code>controller<\/code>package\uff0c\u5728\u5176\u4e0b\u65b0\u5efa<code>IndexController<\/code>\u63a7\u5236\u5668\u7c7b\uff0c\u7f16\u5199\u5982\u4e0b\u4ee3\u7801<\/p>\n<pre><code class=\"language-java line-numbers\">@Controller\npublic class IndexController {\n\n    @GetMapping({\"\/\", \"\/index\"})\n    public String index() {\n        return \"index\";\n    }\n}\n<\/code><\/pre>\n<p><strong>6\u3001\u542f\u52a8\u9879\u76ee<\/strong><br \/>\n\u542f\u52a8\u9879\u76ee\uff0c\u7136\u540e\u518d\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee<a class=\"wp-editor-md-post-content-link\" href=\"http:\/\/localhost:9090\/\">http:\/\/localhost:9090\/<\/a>\uff0c\u82e5\u80fd\u591f\u770b\u5230\u5982\u4e0b\u754c\u9762\uff0c\u5219\u4ee3\u8868\u9879\u76ee\u642d\u5efa\u6210\u529f\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/49be016cf99f4597b905f969f8d2b033.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>\u722c\u53d6\u6570\u636e<\/h2>\n<p>\u63a5\u4e0b\u6765\uff0c\u9700\u8981\u60f3\u529e\u6cd5\u83b7\u53d6\u5230\u6570\u636e\uff0c\u6253\u5f00\u4eac\u4e1c\u5b98\u7f51\uff0c\u5728\u641c\u7d22\u6846\u4e2d\u641c\u7d22\u5173\u952e\u5b57\uff08\u5982\uff1aJava\uff09\uff0c\u89c2\u5bdf\u5176url\uff0c\u53ef\u4ee5\u53d1\u73b0\u5176\u5177\u6709\u4e00\u5b9a\u7684\u89c4\u5219\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/8c6e39894b0c461591a5607e03fc0e49.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u7ecf\u8fc7\u6d4b\u8bd5\uff0c\u53d1\u73b0\u7ea2\u6846\u90e8\u5206\u662f\u771f\u6b63\u5bf9\u641c\u7d22\u6709\u7528\u7684url\uff0c\u6839\u636e\u8fd9\u4e2a\u7279\u70b9\uff0c\u52a0\u4e0a\u4eac\u4e1c\u641c\u7d22\u7ed3\u679c\u9875\u9762\u7684\u683c\u5f0f\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528Java\u4ee3\u7801\u53d1\u8d77\u6a21\u62df\u7684\u8bf7\u6c42\uff0c\u7136\u540e\u901a\u8fc7\u89e3\u6790\u4eac\u4e1c\u8fd4\u56de\u7684html\u4ee3\u7801\uff0c\u5c06\u5176\u4e2d\u7684\u6570\u636e\u63d0\u53d6\u51fa\u6765\u3002<br \/>\n\u4e3a\u4e86\u6ee1\u8db3\u4e0a\u9762\u63cf\u8ff0\u7684\u8fd9\u4e2a\u8fc7\u7a0b\uff0c\u6211\u4eec\u9700\u8981\u4f7f\u7528\u5230jsoup\u5305\u5b9e\u73b0\u5bf9html\u4ee3\u7801\u7684\u722c\u53d6\u3002<br \/>\n<strong>1\u3001\u5728<code>pom.xml<\/code>\u4e2d\u5bfc\u5165jsoup\u4f9d\u8d56<\/strong><\/p>\n<pre data-language=XML><code class=\"language-markup line-numbers\">&lt;!--    \u89e3\u6790\u7f51\u9875\uff0c\u5f15\u5165jsoup\u5305 START    --&gt;\n&lt;dependency&gt;\n    &lt;groupId&gt;org.jsoup&lt;\/groupId&gt;\n    &lt;artifactId&gt;jsoup&lt;\/artifactId&gt;\n    &lt;version&gt;1.14.3&lt;\/version&gt;\n&lt;\/dependency&gt;\n&lt;!--    \u89e3\u6790\u7f51\u9875\uff0c\u5f15\u5165jsoup\u5305 END    --&gt;\n<\/code><\/pre>\n<p>\u6ce8\u610f\uff1ajsoup\u5305\u53ea\u80fd\u7528\u6765\u722c\u53d6\u7f51\u9875\uff0c\u4e0d\u80fd\u7528\u6765\u4e0b\u8f7d\u7535\u5f71 \u3001\u97f3\u4e50\u7b49\uff0c\u5982\u679c\u9700\u8981\u4e0b\u8f7d\u7535\u5f71\u3001\u97f3\u4e50\u7b49\uff0c\u53ef\u4ee5\u4f7f\u7528tika\u5305\u3002<br \/>\n<strong>3\u3001\u65b0\u5efa\u4e00\u4e2aBean\u627f\u63a5\u4ece\u4eac\u4e1c\u89e3\u6790\u5230\u7684\u6570\u636e<\/strong><br \/>\n\u65b0\u5efa<code>pojo<\/code>package\uff0c\u5728\u5176\u4e0b\u65b0\u5efa<code>Commodity<\/code>\u7c7b\u3002<\/p>\n<pre><code class=\"language-java line-numbers\">@Data\n@NoArgsConstructor\n@AllArgsConstructor\npublic class Commodity {\n    private String id;\n    private String title;\n    private String img_url;\n    private String price_str;\n    private Double price;\n\n    public void setPrice_str(String price_str) {\n        this.price_str = price_str;\n        if (this.price_str != null &amp;&amp; !this.price_str.trim().equals(\"\")) {\n            this.price = Double.valueOf(price_str);\n        }\n    }\n\n    public void setPrice(Double price) {\n        this.price = price;\n        this.price_str = String.format(\"%.2f\", this.price);\n    }\n}\n<\/code><\/pre>\n<p>\u4eceHTML\u4e2d\u89e3\u6790\u51fa\u6765\u7684\u4ef7\u683c\u6570\u636e\u662fString\u7c7b\u578b\u7684\uff0c\u4e3a\u4e86\u65b9\u4fbf\u540e\u7eed\u7684\u67e5\u8be2\uff0c\u53ef\u4ee5\u81ea\u5df1\u91cd\u5199Set\u65b9\u6cd5\uff0c\u5728set\u7684\u65f6\u5019\u5c06\u5176\u8f6c\u6362\u6210Double\u578b\u3002<br \/>\n<strong>2\u3001\u7f16\u5199\u89e3\u6790HTML\u5de5\u5177\u7c7b\uff1a<\/strong><br \/>\n\u65b0\u5efa<code>utils<\/code>package\uff0c\u5728\u5176\u4e0b\u65b0\u5efa<code>HtmlParseUtil<\/code>\u7c7b\u3002<\/p>\n<pre><code class=\"language-java line-numbers\">@Component\npublic class HtmlParseUtil {\n\n    \/**\n     * \u5728\u4eac\u4e1c\u641c\u7d22\u5173\u952e\u5b57\u5e76\u89e3\u6790\u5176\u7ed3\u679c\n     *\n     * @param keyword \u8981\u641c\u7d22\u7684\u5173\u952e\u5b57\n     * @return {@link List&lt; Commodity&gt;} \u8fd4\u56de\u4e00\u4e2a\u5546\u54c1\u5217\u8868\n     * @throws IOException \u89e3\u6790HTML\u4ee3\u7801\u65f6\u53ef\u80fd\u4f1a\u629b\u51fa\u8be5\u5f02\u5e38\n     * @author: wuhaohua\n     * @date: 2022\/4\/10\n     * @description:\n     **\/\n    public List&lt;Commodity&gt; parseJD(String keyword) throws IOException {\n        \/\/ \u83b7\u53d6\u8bf7\u6c42\uff1ahttps:\/\/search.jd.com\/Search?keyword=java\n        \/\/ \u6ce8\u610f\uff1a\u4f7f\u7528jsoup\u65e0\u6cd5\u83b7\u53d6ajax\u8bf7\u6c42\uff0c\u5982\u679c\u60f3\u83b7\u53d6ajax\u8bf7\u6c42\u8fd4\u56de\u7684\u6570\u636e\uff0c\u9700\u8981\u5355\u72ec\u7528java\u4ee3\u7801\u6a21\u62dfajax\u8bf7\u6c42\n        String url = \"https:\/\/search.jd.com\/Search?keyword=\" + keyword.trim();\n        \/\/ \u89e3\u6790\u7f51\u9875\uff08Jsoup\u8fd4\u56de\u7684Document\u5bf9\u8c61\u5c31\u662f\u6d4f\u89c8\u5668\u4e2d\u7684Document\u5bf9\u8c61\uff09\uff0c\u5e76\u8bbe\u7f6e\u8d85\u65f6\u65f6\u95f4\u4e3a10\u79d2\n        Document parse = Jsoup.parse(new URL(url), 10000);\n        \/\/ \u6240\u6709\u5728js\u4ee3\u7801\u4e2d\u53ef\u4ee5\u4f7f\u7528\u7684\u65b9\u6cd5\uff0c\u8fd9\u91cc\u4e5f\u540c\u6837\u53ef\u4ee5\u4f7f\u7528\n        \/\/ \u5206\u6790\u4eac\u4e1c\u7f51\u7ad9\u7684\u4ee3\u7801\uff0c\u83b7\u53d6\u5b58\u653e\u641c\u7d22\u7ed3\u679c\u7684div\u5143\u7d20\n        Element element = parse.getElementById(\"J_goodsList\");\n        \/\/ \u6253\u5370\u83b7\u53d6\u7684\u6e90\u7801\n\/\/        System.out.println(element.html());\n\n        \/\/ \u6682\u5b58\u89e3\u6790\u51fa\u6765\u7684\u6570\u636e\n        List&lt;Commodity&gt; result = new ArrayList&lt;&gt;();\n\n        \/\/ \u83b7\u53d6\u6bcf\u4e00\u4e2a\u641c\u7d22\u7ed3\u679c\u7684\u5217\u8868\u5143\u7d20\n        Elements elements = element.getElementsByTag(\"li\");\n        \/\/ \u83b7\u53d6\u5143\u7d20\u7684\u5185\u5bb9\uff0c\u8fd9\u91cc\u7684el\u5c31\u662f\u6bcf\u4e00\u4e2a\u6807\u7b7e\u4e86\n        for (Element el : elements) {\n            \/\/ \u83b7\u53d6\u6211\u4eec\u9700\u8981\u7684\u6570\u636e\n            \/\/ \u4f7f\u7528\u4e0b\u9762\u7684\u8fd9\u79cd\u65b9\u6cd5\uff0c\u662f\u65e0\u6cd5\u83b7\u53d6\u5230\u56fe\u7247\u7684url\u7684\uff0c\u56e0\u4e3a\u56fe\u7247\u662f\u61d2\u52a0\u8f7d\u7684\u65b9\u5f0f\u52a0\u8f7d\u7684\uff0c\u5f53\u9875\u9762\u521a\u8bf7\u6c42\u56de\u6765\u65f6\uff0c\u8be5\u56fe\u7247\u8fd8\u6ca1\u6709\u88ab\u52a0\u8f7d\n\/\/            String img_url = el.getElementsByTag(\"img\").eq(0).attr(\"src\");`\n            \/\/ \u901a\u8fc7\u5206\u6790\u6e90\u7801\uff0c\u53ef\u4ee5\u5f97\u77e5\u5728\u61d2\u52a0\u8f7d\u5b8c\u6210\u524d\uff0c\u56fe\u7247\u7684url\u5b58\u653e\u5728data-lazy-img\u5c5e\u6027\u91cc\n            String img_url = el.getElementsByTag(\"img\").eq(0).attr(\"data-lazy-img\");\n            String price_str = el.getElementsByClass(\"p-price\").get(0).getElementsByTag(\"i\").eq(0).text();\n            String title = el.getElementsByClass(\"p-name\").eq(0).text();\n\/\/            System.out.println(\"\u6807\u9898\uff1a\" + title + \"\uff0c\u4ef7\u683c\uff1a\" + price_str + \"\uff0c\u56fe\u7247\uff1a\" + img_url);\n            \/\/ \u5c06\u89e3\u6790\u7684\u53c2\u6570\u653e\u5165\u5bf9\u8c61\n            Commodity commodity = new Commodity();\n            commodity.setId(id);\n            commodity.setImg_url(img_url);\n            commodity.setPrice_str(price_str);\n            commodity.setTitle(title);\n            result.add(commodity);\n        }\n\n        return result;\n    }\n}\n<\/code><\/pre>\n<h2>\u4e1a\u52a1\u7f16\u5199<\/h2>\n<p><strong>1\u3001\u5c06\u4e4b\u524d\u7f16\u5199\u7684ElasticSearchClientConfig\u7c7b\u653e\u5165\u672c\u9879\u76ee<\/strong><br \/>\n\u65b0\u5efa<code>config<\/code>package\uff0c\u5c06ElasticSearchClientConfig\u7c7b\u590d\u5236\u5230\u5305\u5185\u3002<\/p>\n<pre><code class=\"language-java line-numbers\">@Configuration\npublic class ElasticSearchClientConfig {\n\n    @Bean\n    public ElasticsearchClient elasticsearchClient() {\n        \/\/ Create the low-level client\n        RestClient restClient = RestClient.builder(\n                new HttpHost(\"127.0.0.1\", 9200)).build();\n        \/\/ Create the transport with a Jackson mapper\n        ElasticsearchTransport transport = new RestClientTransport(\n                restClient, new JacksonJsonpMapper());\n        \/\/ And create the API client\n        ElasticsearchClient client = new ElasticsearchClient(transport);\n        return client;\n    }\n}\n<\/code><\/pre>\n<p><strong>2\u3001\u7f16\u5199Service\u4ee3\u7801<\/strong><br \/>\n\u65b0\u5efa<code>service<\/code>package\uff0c\u5728\u5176\u4e0b\u65b0\u5efa<code>CommodityService<\/code>\u7c7b\u3002<\/p>\n<pre><code class=\"language-java line-numbers\">@Service\npublic class CommodityService {\n\n    @Autowired\n    private ElasticsearchClient client;\n\n    \/\/ ES\u7d22\u5f15\u540d\u79f0\n    private static final String ES_INDEX = \"jd_goods\";\n\n    \/**\n     * \u89e3\u6790\u5546\u54c1\u4fe1\u606f\n     *\n     * @param keyword \u641c\u7d22\u5546\u54c1\u7684\u5173\u952e\u5b57\n     * @return {@link Boolean} \u89e3\u6790\u6210\u529f\u8fd4\u56detrue\uff0c\u5931\u8d25\u8fd4\u56defalse\n     * @throws\n     * @author: wuhaohua\n     * @date: 2022\/4\/10\n     **\/\n    public Boolean parseCommodity(String keyword) {\n        \/\/ \u89e3\u6790\u6570\u636e\n        List&lt;Commodity&gt; commodityList = null;\n        try {\n            commodityList = new HtmlParseUtil().parseJD(keyword);\n        } catch (IOException e) {\n            e.printStackTrace();\n            return false;\n        }\n        if (commodityList == null || commodityList.size() &lt; 1) {\n            return false;\n        }\n        \/\/ \u628a\u67e5\u8be2\u51fa\u6765\u7684\u6570\u636e\u6279\u91cf\u653e\u5165ES\u4e2d\n        List&lt;BulkOperation&gt; bulkOperationList = new ArrayList&lt;&gt;();\n        for (Commodity commodity : commodityList) {\n            bulkOperationList.add(BulkOperation.of(fn -&gt; fn\n                            .index(io -&gt; io\n                                    .id(commodity.getId())\n                                    .document(commodity)\n                            )\n                    )\n            );\n        }\n        try {\n            BulkResponse bulkResponse = client.bulk(builder -&gt; builder\n                    .index(ES_INDEX)\n                    .operations(bulkOperationList)\n            );\n            \/\/ \u5982\u679c\u6267\u884c\u51fa\u73b0\u9519\u8bef\uff0c\u5219\u8fd4\u56de\u5931\u8d25\n            if (bulkResponse.errors()) {\n                List&lt;BulkResponseItem&gt; items = bulkResponse.items();\n                for (BulkResponseItem item : items) {\n                    System.out.println(item.error().reason());\n                }\n                return false;\n            }\n        } catch (IOException e) {\n            e.printStackTrace();\n            return false;\n        }\n\n        return true;\n    }\n\n    \/**\n     * \u4eceES\u4e2d\u641c\u7d22\u76f8\u5173\u7684\u6570\u636e\n     *\n     * @param keyword  \u641c\u7d22\u5173\u952e\u5b57\n     * @param pageNum  \u9875\u7801\n     * @param pageSize \u9875\u9762\u5927\u5c0f\n     * @return {@link List&lt;Commodity&gt;} \u641c\u7d22\u7ed3\u679c\n     * @author: wuhaohua\n     * @date: 2022\/4\/10\n     **\/\n    public List&lt;Commodity&gt; searchPage(String keyword, int pageNum, int pageSize) throws IOException {\n        if (pageNum &lt; 1) {\n            pageNum = 1;\n        }\n\n        \/\/ \u8ba1\u7b97\u5206\u9875\u504f\u79fb\u91cf\u7684\u8d77\u59cb\u503c\n        int from = (pageNum - 1) * pageSize;\n\n        \/\/ \u6761\u4ef6\u641c\u7d22\n        SearchResponse&lt;Commodity&gt; commoditySearchResponse = client.search(s -&gt; s\n                .index(ES_INDEX)\n                .from(from)\n                .size(pageSize)\n                .query(q -&gt; q\n                        .match(m -&gt; m\n                                .field(\"title\")\n                                .query(keyword)\n                        )\n                ), Commodity.class);\n        if (commoditySearchResponse == null || commoditySearchResponse.hits() == null || commoditySearchResponse.hits().hits() == null || commoditySearchResponse.hits().hits().size() &lt; 1) {\n            System.out.println(\"\u672a\u67e5\u8be2\u5230\u76f8\u5173\u6570\u636e\");\n            return null;\n        }\n        List&lt;Commodity&gt; result = new ArrayList&lt;&gt;();\n        for (Hit&lt;Commodity&gt; hit : commoditySearchResponse.hits().hits()) {\n            result.add(hit.source());\n        }\n\n        return result;\n    }\n}\n<\/code><\/pre>\n<p><strong>3\u3001\u7f16\u5199Controller\u4ee3\u7801<\/strong><br \/>\n\u5728<code>controller<\/code>package\u4e2d\u65b0\u5efa<code>CommodityController<\/code>\u7c7b\u3002<\/p>\n<pre><code class=\"language-java line-numbers\">@RestController\npublic class CommodityController {\n\n    @Autowired\n    private CommodityService commodityService;\n\n    @GetMapping(\"\/parse\/{keyword}\")\n    public Boolean parse(@PathVariable(\"keyword\") String keyword) {\n        return commodityService.parseCommodity(keyword);\n    }\n\n    @GetMapping(\"\/search\/{keyword}\/{pageNum}\/{pageSize}\")\n    public List&lt;Commodity&gt; search(@PathVariable(\"keyword\") String keyword,\n                                  @PathVariable(\"pageNum\") int pageNum,\n                                  @PathVariable(\"pageSize\") int pageSize) throws IOException {\n        return commodityService.searchPage(keyword, pageNum, pageSize);\n\n    }\n}\n<\/code><\/pre>\n<p><strong>4\u3001\u65b0\u5efajd_goods\u7d22\u5f15<\/strong><br \/>\n\u5728ElasticSearch-hand\u4e2d\uff0c\u65b0\u5efa<code>jd_goods<\/code>\u7d22\u5f15\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/e4d4f04ce8ab43f79088d1d6f27a91ba.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_18,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n<strong>6\u3001\u542f\u52a8SpringBoot\u6d4b\u8bd5\u89e3\u6790\u4ee3\u7801<\/strong><br \/>\n\u542f\u52a8SpringBoot\uff0c\u5728\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee<a class=\"wp-editor-md-post-content-link\" href=\"http:\/\/localhost:9090\/parse\/java\">http:\/\/localhost:9090\/parse\/java<\/a>\uff0c\u67e5\u770b\u5176\u8fd4\u56de\u503c\uff0c\u5982\u679c\u662ftrue\uff0c\u5219\u4ee3\u8868\u89e3\u6790\u4ee3\u7801\u901a\u8fc7\u6d4b\u8bd5\uff0c\u6b64\u65f6\u53ef\u4ee5\u5728Kibana\u4e2d\u67e5\u770bjd_goods\u76f8\u5173\u7684\u6570\u636e\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/c11f878bbbb641749c964b932425b55c.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u7136\u540e\u518d\u5728\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee<a class=\"wp-editor-md-post-content-link\" href=\"http:\/\/localhost:9090\/search\/java\/1\/10\">http:\/\/localhost:9090\/search\/java\/1\/10<\/a>\uff0c\u67e5\u770b\u5176\u8fd4\u56de\u503c\uff0c\u82e5\u80fd\u8fd4\u56de\u5bf9\u5e94\u7684json\u5bf9\u8c61\uff0c\u5219\u4ee3\u8868\u4ee3\u7801\u6b63\u786e\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/6536c96b7d004990a8581375c00a222c.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>\u524d\u540e\u7aef\u5206\u79bb<\/h2>\n<p>\u5728\u9879\u76ee\u4e2d\u5f15\u5165vue.js\u548caxios.js\u4ee3\u7801<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/3907c56384ff470ebc390f4debbcd186.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_15,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u7136\u540e\u4fee\u6539<code>index.html<\/code>\u6587\u4ef6\uff0c\u7f16\u5199js\u63a7\u5236\u4ee3\u7801\u548caxios\u7f51\u7edc\u8bf7\u6c42\u4ee3\u7801\u3002<\/p>\n<pre data-language=HTML><code class=\"language-markup line-numbers\">&lt;!DOCTYPE html&gt;\n&lt;html xmlns:th=\"http:\/\/www.thymeleaf.org\"&gt;\n\n&lt;head&gt;\n    &lt;meta charset=\"utf-8\"\/&gt;\n    &lt;title&gt;\u72c2\u795e\u8bf4Java-ES\u4eff\u4eac\u4e1c\u5b9e\u6218&lt;\/title&gt;\n    &lt;link rel=\"stylesheet\" th:href=\"@{\/css\/style.css}\"\/&gt;\n&lt;\/head&gt;\n\n&lt;body class=\"pg\"&gt;\n&lt;div class=\"page\" id=\"app\"&gt;\n    &lt;div id=\"mallPage\" class=\" mallist tmall- page-not-market \"&gt;\n\n        &lt;!-- \u5934\u90e8\u641c\u7d22 --&gt;\n        &lt;div id=\"header\" class=\" header-list-app\"&gt;\n            &lt;div class=\"headerLayout\"&gt;\n                &lt;div class=\"headerCon \"&gt;\n                    &lt;!-- Logo--&gt;\n                    &lt;h1 id=\"mallLogo\"&gt;\n                        &lt;img th:src=\"@{\/images\/jdlogo.png}\" alt=\"\"&gt;\n                    &lt;\/h1&gt;\n\n                    &lt;div class=\"header-extra\"&gt;\n\n                        &lt;!--\u641c\u7d22--&gt;\n                        &lt;div id=\"mallSearch\" class=\"mall-search\"&gt;\n                            &lt;form name=\"searchTop\" class=\"mallSearch-form clearfix\"&gt;\n                                &lt;fieldset&gt;\n                                    &lt;legend&gt;\u5929\u732b\u641c\u7d22&lt;\/legend&gt;\n                                    &lt;div class=\"mallSearch-input clearfix\"&gt;\n                                        &lt;div class=\"s-combobox\" id=\"s-combobox-685\"&gt;\n                                            &lt;div class=\"s-combobox-input-wrap\"&gt;\n                                                &lt;input v-model=\"keyword\" type=\"text\" autocomplete=\"off\" value=\"dd\"\n                                                       id=\"mq\"\n                                                       class=\"s-combobox-input\" aria-haspopup=\"true\"&gt;\n                                            &lt;\/div&gt;\n                                        &lt;\/div&gt;\n                                        &lt;button type=\"submit\" @click.prevent=\"searchKey\" id=\"searchbtn\"&gt;\u641c\u7d22&lt;\/button&gt;\n                                    &lt;\/div&gt;\n                                &lt;\/fieldset&gt;\n                            &lt;\/form&gt;\n                            &lt;ul class=\"relKeyTop\"&gt;\n                                &lt;li&gt;&lt;a&gt;\u72c2\u795e\u8bf4Java&lt;\/a&gt;&lt;\/li&gt;\n                                &lt;li&gt;&lt;a&gt;\u72c2\u795e\u8bf4\u524d\u7aef&lt;\/a&gt;&lt;\/li&gt;\n                                &lt;li&gt;&lt;a&gt;\u72c2\u795e\u8bf4Linux&lt;\/a&gt;&lt;\/li&gt;\n                                &lt;li&gt;&lt;a&gt;\u72c2\u795e\u8bf4\u5927\u6570\u636e&lt;\/a&gt;&lt;\/li&gt;\n                                &lt;li&gt;&lt;a&gt;\u72c2\u795e\u804a\u7406\u8d22&lt;\/a&gt;&lt;\/li&gt;\n                            &lt;\/ul&gt;\n                        &lt;\/div&gt;\n                    &lt;\/div&gt;\n                &lt;\/div&gt;\n            &lt;\/div&gt;\n        &lt;\/div&gt;\n\n        &lt;!-- \u5546\u54c1\u8be6\u60c5\u9875\u9762 --&gt;\n        &lt;div id=\"content\"&gt;\n            &lt;div class=\"main\"&gt;\n                &lt;!-- \u54c1\u724c\u5206\u7c7b --&gt;\n                &lt;form class=\"navAttrsForm\"&gt;\n                    &lt;div class=\"attrs j_NavAttrs\" style=\"display:block\"&gt;\n                        &lt;div class=\"brandAttr j_nav_brand\"&gt;\n                            &lt;div class=\"j_Brand attr\"&gt;\n                                &lt;div class=\"attrKey\"&gt;\n                                    \u54c1\u724c\n                                &lt;\/div&gt;\n                                &lt;div class=\"attrValues\"&gt;\n                                    &lt;ul class=\"av-collapse row-2\"&gt;\n                                        &lt;li&gt;&lt;a href=\"#\"&gt; \u72c2\u795e\u8bf4 &lt;\/a&gt;&lt;\/li&gt;\n                                        &lt;li&gt;&lt;a href=\"#\"&gt; Java &lt;\/a&gt;&lt;\/li&gt;\n                                    &lt;\/ul&gt;\n                                &lt;\/div&gt;\n                            &lt;\/div&gt;\n                        &lt;\/div&gt;\n                    &lt;\/div&gt;\n                &lt;\/form&gt;\n\n                &lt;!-- \u6392\u5e8f\u89c4\u5219 --&gt;\n                &lt;div class=\"filter clearfix\"&gt;\n                    &lt;a class=\"fSort fSort-cur\"&gt;\u7efc\u5408&lt;i class=\"f-ico-arrow-d\"&gt;&lt;\/i&gt;&lt;\/a&gt;\n                    &lt;a class=\"fSort\"&gt;\u4eba\u6c14&lt;i class=\"f-ico-arrow-d\"&gt;&lt;\/i&gt;&lt;\/a&gt;\n                    &lt;a class=\"fSort\"&gt;\u65b0\u54c1&lt;i class=\"f-ico-arrow-d\"&gt;&lt;\/i&gt;&lt;\/a&gt;\n                    &lt;a class=\"fSort\"&gt;\u9500\u91cf&lt;i class=\"f-ico-arrow-d\"&gt;&lt;\/i&gt;&lt;\/a&gt;\n                    &lt;a class=\"fSort\"&gt;\u4ef7\u683c&lt;i class=\"f-ico-triangle-mt\"&gt;&lt;\/i&gt;&lt;i class=\"f-ico-triangle-mb\"&gt;&lt;\/i&gt;&lt;\/a&gt;\n                &lt;\/div&gt;\n\n                &lt;!-- \u5546\u54c1\u8be6\u60c5 --&gt;\n                &lt;div class=\"view grid-nosku\"&gt;\n\n                    &lt;div class=\"product\" v-for=\"result in results\"&gt;\n                        &lt;div class=\"product-iWrap\" sku=\"{{result.id}}\"&gt;\n                            &lt;!--\u5546\u54c1\u5c01\u9762--&gt;\n                            &lt;div class=\"productImg-wrap\"&gt;\n                                &lt;a class=\"productImg\"&gt;\n                                    &lt;img :src=\"result.img_url\"&gt;\n                                &lt;\/a&gt;\n                            &lt;\/div&gt;\n                            &lt;!--\u4ef7\u683c--&gt;\n                            &lt;p class=\"productPrice\"&gt;\n                                &lt;em&gt;&lt;b&gt;\u00a5&lt;\/b&gt;{{result.price_str}}&lt;\/em&gt;\n                            &lt;\/p&gt;\n                            &lt;!--\u6807\u9898--&gt;\n                            &lt;p class=\"productTitle\"&gt;\n                                &lt;a&gt; {{result.title}} &lt;\/a&gt;\n                            &lt;\/p&gt;\n                            &lt;!-- \u5e97\u94fa\u540d --&gt;\n                            &lt;div class=\"productShop\"&gt;\n                                &lt;span&gt;\u5e97\u94fa\uff1a \u72c2\u795e\u8bf4Java &lt;\/span&gt;\n                            &lt;\/div&gt;\n                            &lt;!-- \u6210\u4ea4\u4fe1\u606f --&gt;\n                            &lt;p class=\"productStatus\"&gt;\n                                &lt;span&gt;\u6708\u6210\u4ea4&lt;em&gt;999\u7b14&lt;\/em&gt;&lt;\/span&gt;\n                                &lt;span&gt;\u8bc4\u4ef7 &lt;a&gt;3&lt;\/a&gt;&lt;\/span&gt;\n                            &lt;\/p&gt;\n                        &lt;\/div&gt;\n                    &lt;\/div&gt;\n                &lt;\/div&gt;\n            &lt;\/div&gt;\n        &lt;\/div&gt;\n    &lt;\/div&gt;\n&lt;\/div&gt;\n\n&lt;script th:src=\"@{\/js\/axios.js}\"&gt;&lt;\/script&gt;\n&lt;script th:src=\"@{\/js\/vue.js}\"&gt;&lt;\/script&gt;\n&lt;script&gt;\n    new Vue({\n        el: \"#app\",\n        data: {\n            keyword: \"\",    \/\/ \u641c\u7d22\u5173\u952e\u5b57\n            results: []     \/\/ \u641c\u7d22\u7ed3\u679c\n        },\n        methods: {\n            searchKey() {\n                var keyword = this.keyword;\n                console.log(keyword);\n                \/\/ \u5bf9\u63a5\u540e\u7aef\u7684\u63a5\u53e3\n                axios.get(\"\/search\/\" + keyword + \"\/1\/20\").then(response =&gt; {\n                    if (response.status == 200 || response.status == 301 || response.status == 302) {\n                        \/\/ \u8bf7\u6c42\u6210\u529f\n                        if (response.data &amp;&amp; response.data.length &gt; 0) {\n                            \/\/ \u6709\u6570\u636e\u8fd4\u56de\n                            this.results = response.data;\n                        }else  {\n                            \/\/ \u65e0\u6570\u636e\u8fd4\u56de\n                            this.results = [];\n                        }\n                    }else {\n                        \/\/ \u8bf7\u6c42\u5931\u8d25\n                        alert(\"\u670d\u52a1\u5668\u7e41\u5fd9\uff0c\u8bf7\u7a0d\u540e\u91cd\u8bd5\uff0c\u9519\u8bef\u4ee3\u7801\uff1a\"+response.status)\n                    }\n                    \/\/ console.log(response)\n                })\n            }\n        }\n    });\n&lt;\/script&gt;\n\n&lt;\/body&gt;\n&lt;\/html&gt;\n<\/code><\/pre>\n<p>\u7136\u540e\u4f7f\u7528\u6d4f\u89c8\u5668\u8bbf\u95ee<a class=\"wp-editor-md-post-content-link\" href=\"http:\/\/localhost:9090\/\">http:\/\/localhost:9090\/<\/a>\uff0c\u5e76\u5728\u641c\u7d22\u6846\u4e2d\u8f93\u5165<code>java<\/code>\uff0c\u70b9\u51fb\u641c\u7d22\u6309\u94ae\uff0c\u770b\u5230\u5982\u4e0b\u754c\u9762\uff0c\u4ee3\u8868\u4ee3\u7801\u6ca1\u6709\u95ee\u9898\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/9229931c40a040809afb55ffa77416a3.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>\u5173\u952e\u5b57\u9ad8\u4eae\u5b9e\u73b0<\/h2>\n<p>\u5728<code>CommodityService<\/code>\u7c7b\u4e2d\u589e\u52a0\u4e00\u4e2a\u51fd\u6570\uff0c\u7528\u4e8e\u5904\u7406\u9ad8\u4eae\u5173\u952e\u5b57\u7684\u529f\u80fd\uff0c\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n<pre><code class=\"language-java line-numbers\">public List&lt;Commodity&gt; searchHighLightPage(String keyword, int pageNum, int pageSize) throws IOException {\n        if (pageNum &lt; 1) {\n            pageNum = 1;\n        }\n\n        \/\/ \u8ba1\u7b97\u5206\u9875\u504f\u79fb\u91cf\u7684\u8d77\u59cb\u503c\n        int from = (pageNum - 1) * pageSize;\n\n        \/\/ \u6761\u4ef6\u641c\u7d22\n        SearchResponse&lt;Commodity&gt; commoditySearchResponse = client.search(s -&gt; s\n                .index(ES_INDEX)\n                .from(from)\n                .size(pageSize)\n                .highlight(h -&gt; h\n                        .requireFieldMatch(false)       \/\/ \u53ea\u9700\u8981\u7b2c\u4e00\u6b21\u5339\u914d\u7684\u5730\u65b9\u9ad8\u4eae\n                        .fields(\"title\", fn -&gt; fn   \/\/ \u8bbe\u7f6e\u9ad8\u4eae\u5b57\u6bb5\n                                .preTags(\"&lt;span style='color:red'&gt;\")   \/\/ \u8bbe\u7f6e\u9ad8\u4eae\u6807\u7b7e\u7684\u524d\u7f00\n                                .postTags(\"&lt;\/span&gt;\")                    \/\/ \u8bbe\u7f6e\u9ad8\u4eae\u6807\u7b7e\u7684\u540e\u7f00\n                        )\n                )\n                .query(q -&gt; q\n                        .match(m -&gt; m\n                                .field(\"title\")\n                                .query(keyword)\n                        )\n                ), Commodity.class);\n        if (commoditySearchResponse == null || commoditySearchResponse.hits() == null || commoditySearchResponse.hits().hits() == null || commoditySearchResponse.hits().hits().size() &lt; 1) {\n            System.out.println(\"\u672a\u67e5\u8be2\u5230\u76f8\u5173\u6570\u636e\");\n            return null;\n        }\n        List&lt;Commodity&gt; result = new ArrayList&lt;&gt;();\n        for (Hit&lt;Commodity&gt; hit : commoditySearchResponse.hits().hits()) {\n            \/\/ \u641c\u7d22\u51fa\u6765\u7684\u7ed3\u679c\n            Commodity commodityTemp = hit.source();\n            \/\/ \u89e3\u6790\u9ad8\u4eae\u7684\u5b57\u6bb5\n            if (hit.highlight() != null &amp;&amp; hit.highlight().get(\"title\") != null) {\n                \/\/ \u5982\u679c\u6709\u9ad8\u4eae\u5185\u5bb9\uff0c\u5219\u66ff\u6362\u6807\u9898\n                List&lt;String&gt; hightLightTitleList = hit.highlight().get(\"title\");\n                if (hightLightTitleList.size() &gt; 0) {\n                    String newTitle = \"\";\n                    for (String highLightTemp: hightLightTitleList) {\n                        newTitle += highLightTemp.trim();\n                    }\n                    if (!newTitle.trim().equals(\"\")) {\n                        commodityTemp.setTitle(newTitle);\n                    }\n                }\n            }\n            result.add(commodityTemp);\n        }\n\n        return result;\n    }\n<\/code><\/pre>\n<p>\u53ef\u4ee5\u770b\u5230\uff0c\u4e0a\u9762\u7684\u4ee3\u7801\u4e0e\u666e\u901a\u7684\u641c\u7d22\u4ee3\u7801\u53ea\u662f\u5728\u6761\u4ef6\u641c\u7d22\u90e8\u5206\u589e\u52a0\u4e86\u5173\u4e8e\u9ad8\u4eae\u5b57\u6bb5\u7684\u76f8\u5173\u8bbe\u7f6e<\/p>\n<pre><code class=\"language-java line-numbers\">.highlight(h -&gt; h\n        .requireFieldMatch(false)       \/\/ \u53ea\u9700\u8981\u7b2c\u4e00\u6b21\u5339\u914d\u7684\u5730\u65b9\u9ad8\u4eae\n        .fields(\"title\", fn -&gt; fn   \/\/ \u8bbe\u7f6e\u9ad8\u4eae\u5b57\u6bb5\n                .preTags(\"&lt;span style='color:red'&gt;\")   \/\/ \u8bbe\u7f6e\u9ad8\u4eae\u6807\u7b7e\u7684\u524d\u7f00\n                .postTags(\"&lt;\/span&gt;\")                    \/\/ \u8bbe\u7f6e\u9ad8\u4eae\u6807\u7b7e\u7684\u540e\u7f00\n        )\n)\n<\/code><\/pre>\n<p>\u7136\u540e\u5728\u7ed3\u679c\u89e3\u6790\u90e8\u5206\uff0c\u4f7f\u7528\u9ad8\u4eae\u7684\u7ed3\u679c\u66ff\u6362\u6389\u4e86\u5546\u54c1\u7684title\u5b57\u6bb5\u7684\u5185\u5bb9\uff1a<\/p>\n<pre><code class=\"language-java line-numbers\">for (Hit&lt;Commodity&gt; hit : commoditySearchResponse.hits().hits()) {\n    \/\/ \u641c\u7d22\u51fa\u6765\u7684\u7ed3\u679c\n    Commodity commodityTemp = hit.source();\n    \/\/ \u89e3\u6790\u9ad8\u4eae\u7684\u5b57\u6bb5\n    if (hit.highlight() != null &amp;&amp; hit.highlight().get(\"title\") != null) {\n        \/\/ \u5982\u679c\u6709\u9ad8\u4eae\u5185\u5bb9\uff0c\u5219\u66ff\u6362\u6807\u9898\n        List&lt;String&gt; hightLightTitleList = hit.highlight().get(\"title\");\n        if (hightLightTitleList.size() &gt; 0) {\n            String newTitle = \"\";\n            for (String highLightTemp: hightLightTitleList) {\n                newTitle += highLightTemp.trim();\n            }\n            if (!newTitle.trim().equals(\"\")) {\n                commodityTemp.setTitle(newTitle);\n            }\n        }\n    }\n    result.add(commodityTemp);\n}\n<\/code><\/pre>\n<p>\u7136\u540e\u5728controller\u4ee3\u7801\u4e2d\u8c03\u7528\u8be5\u51fd\u6570<\/p>\n<pre><code class=\"language-java line-numbers\">@GetMapping(\"\/searchHighLight\/{keyword}\/{pageNum}\/{pageSize}\")\n    public List&lt;Commodity&gt; searchHighLight(@PathVariable(\"keyword\") String keyword,\n                                  @PathVariable(\"pageNum\") int pageNum,\n                                  @PathVariable(\"pageSize\") int pageSize) throws IOException {\n        if (pageNum &lt; 1) {\n            pageNum = 1;\n        }\n        if (pageSize &lt; 1) {\n            pageSize = 10;\n        }\n\n        \/\/\u67e5\u8be2\u6570\u636e\n        return commodityService.searchHighLightPage(keyword, pageNum, pageSize);\n    }\n<\/code><\/pre>\n<p>\u540c\u65f6\uff0c\u524d\u7aef\u4ee3\u7801<code>index.html<\/code>\u4e2d\u4e5f\u9700\u8981\u505a\u4e24\u5904\u8c03\u6574\uff0c\u4e00\u5904\u662f\u5728\u5546\u54c1\u6807\u9898\u7684\u6e32\u67d3\u4ee3\u7801\uff0c\u9700\u8981\u7531\u539f\u6765\u7684<\/p>\n<pre data-language=HTML><code class=\"language-markup line-numbers\">&lt;!--\u6807\u9898--&gt;\n&lt;p class=\"productTitle\"&gt;\n    &lt;a&gt;{{result.title}}&lt;\/a&gt;\n&lt;\/p&gt;\n<\/code><\/pre>\n<p>\u4fee\u6539\u4e3a\uff1a<\/p>\n<pre data-language=HTML><code class=\"language-markup line-numbers\">&lt;!--\u6807\u9898--&gt;\n&lt;p class=\"productTitle\"&gt;\n    &lt;a v-html=\"result.title\"&gt;&lt;\/a&gt;\n&lt;\/p&gt;\n<\/code><\/pre>\n<p>\u4ee5\u4fbf\u6d4f\u89c8\u5668\u80fd\u591f\u6b63\u786e\u89e3\u6790\u9ad8\u4eae\u7684\u524d\u7f00\u548c\u540e\u7f00\u3002<br \/>\n\u7b2c\u4e8c\u5904\u662f\u4fee\u6539js\u4ee3\u7801\u4e2d\u4fee\u6539\u8bf7\u6c42\u8def\u5f84\u4e3a\u6700\u65b0\u7684url<\/p>\n<pre><code class=\"language-javascript line-numbers\">axios.get(\"\/searchHighLight\/\" + keyword + \"\/1\/20\").then(response =&gt; {\n<\/code><\/pre>\n<p>\u6b64\u65f6\uff0c\u5f3a\u5236\u5237\u65b0\u6d4f\u89c8\u5668\uff08Ctrl + F5\uff09\uff0c\u5e76\u641c\u7d22java\uff0c\u5982\u679c\u80fd\u770b\u5230\u4ee5\u4e0b\u6548\u679c\uff0c\u5219\u8868\u793a\u4ee3\u7801\u6b63\u786e\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/73481acd12294ba6b016f241c249c52c.png?x-oss-process=image\/watermark,type_d3F5LXplbmhlaQ,shadow_50,text_Q1NETiBAZmFpdGjnkZ7or5o=,size_20,color_FFFFFF,t_70,g_se,x_16\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u53ef\u4ee5\u770b\u5230\uff0c\u6240\u6709\u5546\u54c1\u6807\u9898\u7684\u7b2c\u4e00\u4e2aJava\u5355\u8bcd\u90fd\u88ab\u9ad8\u4eae\u663e\u793a\u4e86\u3002<\/p>\n<p>\u81f3\u6b64\uff0c\u672c\u5b66\u4e60\u7b14\u8bb0\u7ed3\u675f\u3002<\/p>\n  \n  \n  ","protected":false},"excerpt":{"rendered":"<p>[TOC] \u89c6\u9891\u5730\u5740\uff1a\u3010\u72c2\u795e\u8bf4Java\u3011ElasticSearch7.6.x\u6700\u65b0\u5b8c\u6574\u6559\u7a0b\u901a\u4fd7\u6613\u61c2_\u54d4\u54e9\u54d4\u54e9_b&hellip;<a href=\"https:\/\/www.softeng.cn\/?p=433\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">\u300aB\u7ad9-ElasticSearch\u300b\u5b66\u4e60\u7b14\u8bb0<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32,3],"tags":[63,66,65,64,62],"class_list":["post-433","post","type-post","status-publish","format-standard","hentry","category-32","category-3","tag-elasticsearch","tag-elasticsearch-8-1-0","tag-elasticsearch-hand","tag-es-8-1-0","tag-springboot"],"_links":{"self":[{"href":"https:\/\/www.softeng.cn\/index.php?rest_route=\/wp\/v2\/posts\/433"}],"collection":[{"href":"https:\/\/www.softeng.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.softeng.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.softeng.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.softeng.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=433"}],"version-history":[{"count":1,"href":"https:\/\/www.softeng.cn\/index.php?rest_route=\/wp\/v2\/posts\/433\/revisions"}],"predecessor-version":[{"id":434,"href":"https:\/\/www.softeng.cn\/index.php?rest_route=\/wp\/v2\/posts\/433\/revisions\/434"}],"wp:attachment":[{"href":"https:\/\/www.softeng.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=433"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.softeng.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=433"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.softeng.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=433"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}