{"id":105,"date":"2024-01-23T15:10:45","date_gmt":"2024-01-23T07:10:45","guid":{"rendered":"http:\/\/www.shinetechchina.com.cn\/wordpress\/?p=105"},"modified":"2025-08-14T11:00:07","modified_gmt":"2025-08-14T03:00:07","slug":"elasticsearch-%e8%ae%a9%e4%bd%a0%e7%9a%84%e6%90%9c%e7%b4%a2%e9%a3%9e%e8%b5%b7%e6%9d%a5","status":"publish","type":"post","link":"https:\/\/shinetechchina.com.cn\/posts\/?p=105","title":{"rendered":"Elasticsearch &#8211; 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class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/www.shinetechchina.com.cn\/blog\/sites\/default\/files\/images\/1%282%29.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u63a5\u4e0b\u6765\u6211\u4eec\u770b\u4e0b\u5982\u679c\u5728Elasticsearch\u91cc\uff0c\u4f60\u5982\u4f55\u53bb\u5199\u4e00\u6bb5\u67e5\u8be2\u8bed\u53e5\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/www.shinetechchina.com.cn\/blog\/sites\/default\/files\/images\/2%281%29.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u4e0a\u9762\u8fd9\u6bb5\u4ee3\u7801\u53ea\u6709\u7b80\u5355\u7684\u51e0\u884c\uff0c\u6211\u60f3\u53ea\u8981\u61c2\u8fd9\u51e0\u4e2a\u82f1\u8bed\u5355\u8bcd\u7684\u4eba\u90fd\u80fd\u591f\u731c\u8fd9\u6bb5\u4ee3\u7801\u662f\u8981\u5e72\u4ec0\u4e48\u3002\u6ca1\u9519\uff0c\u54b1\u4eec\u662f\u8981\u67e5\u8be2postDate\u5728\u201c2011-12-10\u201d\u5230\u201c2011-12-12\u201d\u65e5\u4e4b\u95f4\u7684\u6240\u6709blog\u8bb0\u5f55\uff0c\u77ac\u95f4\u98a0\u8986\u4e86\u4eba\u751f\u89c2\u6709\u6ca1\u6709\uff1f\u4e00\u4e2a\u67e5\u8be2\u7adf\u7136\u53ef\u4ee5\u5982\u6b64\u7b80\u5355\u6e05\u6670\uff0c\u4f60\u53ea\u9700\u8981\u4f1a\u5199JSON\u5c31\u53ef\u4ee5\u5199\u51fa\u5404\u79cd\u4f60\u60f3\u5f97\u5230\u7684\u67e5\u8be2\uff0c\u4e0d\u9700\u8981\u4efb\u4f55\u7a0b\u5e8f\u57fa\u7840\u3002<\/p>\n\n\n\n<p>\u770b\u5230\u4e86\u8fd9\u91cc\u6211\u60f3\u4f60\u5e94\u8be5\u5bf9Elasticsearch\u6709\u4e00\u4e9b\u5174\u8da3\u4e86\uff0c\u90a3\u4e48\u7b80\u5355\u4ecb\u7ecd\u4e00\u4e0bElasticsearch\uff0c\u5b83\u662f\u4e00\u4e2a\u57fa\u4e8eLucene\u7684\u641c\u7d22\u670d\u52a1\u5668\uff0c\u4f46\u5b83\u9488\u5bf9\u4e8eLucene\u505a\u4e86\u8bb8\u591a\u6539\u8fdb\uff0c\u89e3\u51b3\u4e86\u8bb8\u591a\u5728\u5b9e\u73b0\u641c\u7d22\u6280\u672f\u7684\u8fc7\u7a0b\u4e2d\u5f88\u5934\u75bc\u7684\u95ee\u9898\uff1a<\/p>\n\n\n\n<ul>\n<li>\u9ad8\u6548\u7684\u5b9e\u65f6\u641c\u7d22<\/li>\n\n\n\n<li>\u96f6\u914d\u7f6e\uff0c\u5b89\u88c5\u540e\u5373\u53ef\u7528\uff0c\u4e0d\u9700\u8981\u5bf9\u4f60\u7684\u641c\u7d22\u670d\u52a1\u5668\u505a\u4efb\u4f55\u914d\u7f6e<\/li>\n\n\n\n<li>Restful\u7684web\u63a5\u53e3\uff0c\u53ea\u9700\u8981\u7b80\u5355\u7684\u4f7f\u7528JSON\uff0c\u5c31\u53ef\u4ee5\u521b\u5efa\u7d22\u5f15\u548c\u641c\u7d22<\/li>\n\n\n\n<li>\u6613\u4e8e\u6269\u5c55\uff0c\u5f53\u4f60\u9700\u8981\u6269\u5c55\u4f60\u7684\u641c\u7d22\u670d\u52a1\u5668\u7684\u65f6\u5019\uff0c\u4f60\u53ea\u9700\u8981\u5c06\u65b0\u673a\u5668\u7eb3\u5165\u540c\u4e00\u4e2a\u96c6\u7fa4\u540d\uff0cElasticsearch\u4f1a\u81ea\u52a8\u626b\u63cf\u65b0\u52a0\u5165\u7684\u673a\u5668\uff0c\u5e76\u81ea\u52a8\u6269\u5c55<\/li>\n\n\n\n<li>\u5206\u5e03\u5f0f\u6a21\u578b\uff0c\u5982\u679c\u4f60\u60f3\u8ba9\u4f60\u7684\u641c\u7d22\u652f\u6301\u5206\u5e03\u5f0f\uff0c\u4f60\u65e0\u9700\u989d\u5916\u7684\u914d\u7f6e\uff0cElasticsearch\u7684\u8bbe\u8ba1\u521d\u8877\u5c31\u662f\u4e3a\u4e86\u89e3\u51b3\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u4e0e\u641c\u7d22<\/li>\n<\/ul>\n\n\n\n<p><strong>2. Elasticsearch\u7684\u4e00\u4e9b\u6982\u5ff5<\/strong><\/p>\n\n\n\n<p>\u5728\u6211\u4eec\u5f00\u59cb\u4e00\u4e2a\u5b9e\u4f8b\u4e4b\u524d\uff0c\u9700\u8981\u5148\u4e86\u89e3\u4e00\u4e0bElasticsearch\u7684\u51e0\u4e2a\u6838\u5fc3\u6982\u5ff5\uff1a<\/p>\n\n\n\n<p>1. Mapping<\/p>\n\n\n\n<p>\u6211\u4eec\u9700\u8981\u5728\u4e00\u6bb5\u6587\u672c\u4e2d\u641c\u7d22\u67d0\u53e5\u8bdd\u7684\u65f6\u5019\uff0c\u9996\u5148\u9700\u8981\u5c06\u8fd9\u6bb5\u6587\u672c\u5b58\u50a8\u5230\u7d22\u5f15\u670d\u52a1\u5668\uff0c&nbsp;\u5efa\u7acb\u597d\u7d22\u5f15\u4f9b\u6211\u4eec\u968f\u540e\u7684\u641c\u7d22\uff0c\u5982\u8fd9\u6837\u4e00\u6bb5\u8bdd\u201cThe quick brown fox jumps over the lazy dog\u201d,\u5728\u7d22\u5f15\u670d\u52a1\u5668\u4e0a\u53ef\u80fd\u662f\u5982\u4e0b\u5f62\u5f0f:<\/p>\n\n\n\n<p>[\u201cthe\u201d, \u201cquick\u201d, \u201dbrown\u201d, \u201cfox\u201d, \u201cjumps\u201d, \u201cover\u201d,\u201cthe\u201d, \u201clazy\u201d, \u201cdog\u201d]<\/p>\n\n\n\n<p>\u5927\u5199\u7684\u5b57\u6bcd\u88ab\u8f6c\u6362\u6210\u5c0f\u5199\uff0c\u5e76\u4ee5\u7a7a\u683c\u4f5c\u4e3a\u5206\u9694\u7b26\u5c06\u6574\u53e5\u8bdd\u62c6\u6210\u5355\u4e2a\u7684\u5355\u8bcd\u3002\u8fd9\u6837\u5c31\u9700\u8981\u6709\u4e00\u4e2a\u89c4\u5219\u5b9a\u4e49\u5982\u4f55\u53bb\u8f6c\u6362\u8fd9\u6837\u4e00\u53e5\u8bdd\u6210\u5355\u4e2a\u7684\u641c\u7d22\u5355\u5143\uff0c\u4e5f\u5c31\u662fMapping\u7684\u4f5c\u7528\u3002\u4e00\u4e2a\u7b80\u5355\u7684mapping\u5b9a\u4e49\u5982\u4e0b:<\/p>\n\n\n\n<p><img decoding=\"async\" src=\"http:\/\/www.shinetechchina.com.cn\/blog\/sites\/default\/files\/images\/3%281%29.jpg\"><br>\u5728\u4e0a\u9762\u8fd9\u4e2amapping\u7684\u4f8b\u5b50\u4e2d\uff0c\u5b9a\u4e49\u4e86tweet\u8fd9\u4e2a\u6587\u6863\u5305\u542b\u7684\u5b57\u6bb5user\u3001message\u7b49\u7b49\uff0c\u5176\u4e2duser\u662fstring\u7c7b\u578b\uff0cpostDate\u662f\u65f6\u95f4\u7c7b\u578b\uff0cpriority\u662finteger\u7c7b\u578b\uff0cindex\u8bbe\u7f6e\u6210not_analyzed\u5219\u8868\u793a\u8be5\u5b57\u6bb5\u5728\u6587\u672c\u88ab\u5206\u6790\u7684\u65f6\u5019\u4e0d\u8fdb\u884c\u5206\u8bcd\u5904\u7406\uff0c\u6bd4\u5982\u201cGary Gao\u201d\u76f4\u63a5\u4ee5\u4e24\u4e2a\u5355\u8bcd\u7684\u5f62\u5f0f\u5b58\u50a8\uff0c\u4e0d\u62c6\u5206\u6210\u201dGary\u201d\u548c\u201dGao\u201d\u3002Mapping\u5728\u67d0\u79cd\u610f\u4e49\u4e0a\u53ef\u4ee5\u7c7b\u4f3c\u4e8e\u6570\u636e\u5e93\u8868\u7ed3\u6784\u7684\u5b9a\u4e49\uff0c\u5728\u6570\u636e\u5e93\u5b9a\u4e49\u65f6\u6211\u4eec\u9700\u8981\u5b9a\u4e49\u6bcf\u4e2a\u5b57\u6bb5\u7684\u7c7b\u578b\uff0c\u957f\u5ea6\uff0c\u662f\u5426\u53ef\u7a7a\u7b49\u7b49\uff0c\u800c\u5728\u8fd9\u91cc\u7684mapping\u8fd9\u5b9a\u4e49\u6bcf\u4e2a\u5b57\u6bb5\u7684\u7c7b\u578b\uff0c\u5206\u8bcd\u65f6\u5982\u4f55\u5904\u7406\uff0c\u4e3a\u7a7a\u7684\u65f6\u5019\u5982\u4f55\u5904\u7406\u7b49\u7b49\u3002<\/p>\n\n\n\n<p>2. Tokenizer<\/p>\n\n\n\n<p>\u5728\u5bf9\u4e00\u4e2a\u8bed\u53e5\u8fdb\u884c\u5206\u8bcd\u5904\u7406\u7684\u65f6\u5019\uff0c\u6709\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u89d2\u8272\uff0c\u5c31\u662f\u5206\u8bcd\u5668\uff0c\u5206\u8bcd\u5668\u7684\u5b9a\u4e49\u76f4\u63a5\u4f1a\u5f71\u54cd\u4f60\u6700\u7ec8\u641c\u7d22\u7ed3\u679c\u7684\u8d28\u91cf\u3002\u5206\u8bcd\u5668\u7684\u5de5\u4f5c\u662f\u5c06\u4e00\u4e32\u7684\u6587\u672c\u5207\u6210 tokens\uff0c\u8fd9\u4e9b token \u4e00\u822c\u662f\u6587\u672c\u7684\u5b50\u96c6\u3002\u6bd4\u5982\u6709\u8fd9\u6837\u4e00\u53e5\u8bdd\u201c\u4eca\u5929\u662f\u4e2a\u597d\u65e5\u5b50\u201d\uff0c\u5728\u8fdb\u884c\u5206\u8bcd\u7684\u65f6\u5019\u201c\u4eca\u5929\u201d\u80af\u5b9a\u4e0d\u80fd\u88ab\u5206\u6210\u201c\u4eca\u201d\u548c\u201c\u5929\u201d\uff0c\u800c\u5e94\u8be5\u88ab\u5f53\u505a\u4e00\u4e2a\u8bcd\u8bed\u3002\u53c8\u6bd4\u5982\u201c\u4eca\u5929\u5929\u6c14\u4e0d\u9519\uff0c\u6211\u4eec\u51fa\u53bb\u8f6c\u8f6c\u5427\u201d\uff0c\u8bed\u53e5\u4e2d\u7684\u9017\u53f7\u5e94\u8be5\u88ab\u4f5c\u4e3a\u4e00\u4e2a\u5206\u8bcd\u7684\u7b26\u53f7\u3002<\/p>\n\n\n\n<p>Elasticseaerch\u5185\u7f6e\u7684Tokenizer\u6709\u5f88\u591a\uff0c\u5e38\u7528\u7684\u6709keyword tokenizer\uff0c\u5c06\u5b57\u6bb5\u5f53\u4f5c\u4e00\u4e2a\u5173\u952e\u8bcd\uff0c\u4e0d\u505a\u4efb\u4f55\u5206\u8bcd\u5904\u7406\uff1blowercase analyzer\u5c06\u5b57\u6bb5\u91cc\u9762\u6240\u6709\u7684\u5b57\u6bcd\u8fdb\u884c\u5c0f\u5199\u5316\u5904\u7406\uff0cwhitespace analyzer\u5219\u4ee5\u7a7a\u683c\u4f5c\u4e3a\u5206\u9694\u7b26\u8fdb\u884c\u5206\u8bcd\uff0c\u8fd8\u6709\u8bb8\u591a\u6709\u7528\u7684\u5206\u8bcd\u5668\uff0c\u8fd9\u91cc\u5c31\u4e0d\u4e00\u4e00\u7684\u4ecb\u7ecd\u3002\u5f53\u7136\u6211\u4eec\u4e5f\u53ef\u4ee5\u81ea\u5df1\u6839\u636e\u5177\u4f53\u7684\u9700\u6c42\u6765\u5b9a\u4e49\u5206\u8bcd\u5668\uff0c\u4e5f\u53ef\u4ee5\u5c06\u4e0d\u540c\u529f\u80fd\u7684\u5206\u8bcd\u5668\u8fdb\u884c\u7ec4\u5408\uff0c\u5f62\u6210\u4e00\u4e2a\u529f\u80fd\u66f4\u5f3a\u5927\u7684\u5206\u8bcd\u5668\u3002<\/p>\n\n\n\n<p>3. Filter<\/p>\n\n\n\n<p>\u8fc7\u6ee4\u5668\u53ef\u4ee5\u5bf9\u6587\u672c\u8fdb\u884c\u4e00\u4e9b\u6e05\u7406\u5de5\u4f5c\uff0c\u6587\u672c\u5728\u8fdb\u884c\u5206\u8bcd\u5904\u7406\u524d\uff0c\u53ef\u80fd\u5b58\u5728\u4e00\u4e9b\u5f71\u54cd\u5206\u8bcd\u7684\u201c\u566a\u97f3\u201d\u6570\u636e\uff0c\u6216\u8005\u9700\u8981\u5bf9\u4ece\u5206\u8bcd\u5668\u4e2d\u51fa\u6765\u7684tokens\u8fdb\u884c\u4e8c\u6b21\u5904\u7406\u65f6\uff0c\u90fd\u53ef\u4ee5\u901a\u8fc7\u8fc7\u6ee4\u5668\u6765\u5b9e\u73b0\u3002\u5982\u5728\u5bf9\u4e00\u53e5\u82f1\u6587\u5206\u8bcd\u65f6\uff0c\u8bed\u53e5\u4e2d\u7684\u201dthe\u201d, \u201ca\u201d, \u201can\u201d\u5b9e\u9645\u4e0a\u5bf9\u641c\u7d22\u53ef\u80fd\u662f\u6ca1\u6709\u610f\u4e49\uff0c\u54b1\u4eec\u5c31\u53ef\u4ee5\u5b9a\u4e49\u4e00\u4e2a\u8fc7\u6ee4\u5668\u6765\u5bf9\u7279\u5b9a\u7684\u5355\u8bcd\u6216\u5bf9\u641c\u7d22\u65e0\u610f\u4e49\u7684\u8bcd\u7ec4\u8fdb\u884c\u6e05\u6d17\u3002\u548cTokenizer\u4e00\u6837\uff0cElasticsearch\u4e5f\u6709\u8bb8\u591a\u5185\u7f6e\u7684filter\uff0c\u4f60\u53ef\u4ee5\u4efb\u610f\u7684\u7ec4\u5408\uff0c\u603b\u6709\u4e00\u6b3e\u53ef\u4ee5\u6ee1\u8db3\u4f60\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n<p>\u901a\u8fc7\u4e0a\u9762\u7684\u4ecb\u7ecd\uff0c\u6211\u4eec\u5bf9\u521b\u5efa\u4e00\u4e2a\u7d22\u5f15\u7684\u8fc7\u7a0b\u6709\u4e86\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6\uff0c\u4ece\u4e00\u6bb5\u6587\u672c\u8f93\u5165\u5230\u8f93\u51fa\u5b58\u50a8\u7684\u8fc7\u7a0b\u6765\u770b\uff0c\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e2a\u56fe\u66f4\u76f4\u89c2\u7684\u7406\u89e3\u6574\u4e2a\u8fc7\u7a0b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/www.shinetechchina.com.cn\/blog\/sites\/default\/files\/images\/4%282%29.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u4e00\u6bb5\u6587\u672c\u5728\u8f93\u5165\u4e4b\u540e\u5148\u7ecf\u8fc7CharFilter\u8fdb\u884c\u521d\u6b21\u6e05\u7406\uff0c\u53bb\u6389\u6587\u672c\u4e2d\u7684 HTML\u5143\u7d20\uff0c\u7136\u540e\u8fdb\u8fc7\u591a\u4e2a\u5206\u8bcd\u5668\uff0c\u6700\u7ec8\u4ee5\u7d22\u5f15\u6700\u5c0f\u5355\u5143\u5b58\u50a8\u3002<\/p>\n\n\n\n<p><strong>3.\u4e00\u4e2a\u641c\u7d22\u793a\u4f8b<\/strong><\/p>\n\n\n\n<p>\u5047\u5b9a\u6211\u4eec\u6709\u4e00\u4e2a\u9700\u6c42\uff0c\u5728\u67d0\u4e2a\u7f51\u7ad9\u4e0a\u9700\u8981\u6839\u636e\u5173\u952e\u8bcd\u641c\u7d22\u5168\u56fd\u7684\u5927\u5b66\uff0c\u540c\u65f6\u4e5f\u9700\u8981\u6839\u636e\u5750\u6807\u4fe1\u606f\u641c\u7d22\u5750\u6807\u5468\u56f4\u7684\u5927\u5b66\u3002\u90a3\u6211\u4eec\u4e00\u6b65\u6b65\u7684\u6765\u770b\u5728Elasticsearch\u4e2d\u5982\u4f55\u5b9e\u73b0\u8fd9\u6837\u7684\u529f\u80fd\u3002<\/p>\n\n\n\n<p>\u9996\u5148\u5f53\u7136\u662f\u9700\u8981\u5b89\u88c5Elasticsearch\uff0c\u4f60\u53ea\u9700\u8981\u53bb\u5b98\u7f51https:\/\/www.elastic.co\/\u4e0b\u8f7d\u4e00\u4e2a\u5b89\u88c5\u5305\u89e3\u538b\uff0c\u7136\u540e\u5728\u89e3\u538b\u76ee\u5f55\u4e2d\u542f\u52a8elastcisearch\u5c31\u53ef\u4ee5\u4e86\uff0c\u6210\u529f\u542f\u52a8\u4e4b\u540e\u53ef\u4ee5\u770b\u5230\u5982\u4e0b\u7684\u4fe1\u606f\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/www.shinetechchina.com.cn\/blog\/sites\/default\/files\/images\/5%281%29.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p>Elasticsearch\u9ed8\u8ba4\u7684\u542f\u52a8\u7aef\u53e3\u662f9200\uff0c\u542f\u52a8\u4e4b\u540e\u8bbf\u95eehttp:\/\/localhost:9200\uff0c\u4f1a\u8fd4\u56de\u4e00\u6bb5\u5173\u4e8e\u5f53\u524d\u7248\u672c\u53ca\u8fd0\u884c\u72b6\u6001\u7684\u4fe1\u606f\u3002<\/p>\n\n\n\n<p>\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efaschools\u7684\u7d22\u5f15\uff0c\u53ea\u9700\u5411localhost\u76849200\u7aef\u53e3\u53d1\u9001\u4e00\u6bb5httpput\u8bf7\u6c42\u5c31\u53ef\u4ee5\u521b\u5efa\u51fa\u6765\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/www.shinetechchina.com.cn\/blog\/sites\/default\/files\/images\/6.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u7d22\u5f15\u521b\u5efa\u6210\u529f\u4e4b\u540e\uff0c\u6211\u4eec\u9700\u8981\u521b\u5efa\u7d22\u5f15\u7684mapping\uff0c\u8fd9\u91cc\u6211\u4eec\u53ea\u662f\u5bf9\u5b57\u6bb5\u8fdb\u884c\u4e86\u4e00\u4e9b\u7b80\u5355\u7684\u5b9a\u4e49\uff0c\u5176\u4e2dlocation\u5b57\u6bb5\u662fgeo_point\u7c7b\u578b\uff0c\u8868\u793a\u8fd9\u662f\u4e00\u4e2a\u5750\u6807\uff0c\u88ab\u5b9a\u4e49\u4e3ageo_point\u7c7b\u578b\u7684\u5b57\u6bb5\u5728\u641c\u7d22\u7684\u65f6\u5019\u53ef\u4ee5\u4f7f\u7528\u4e00\u4e9b\u8ddd\u79bb\u8ba1\u7b97\u51fd\u6570\uff0c\u6765\u5b9e\u73b0\u6839\u636e\u8ddd\u79bb\u641c\u7d22\u7684\u529f\u80fd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/www.shinetechchina.com.cn\/blog\/sites\/default\/files\/images\/7.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5728mapping\u521b\u5efa\u6210\u529f\u4e4b\u540e\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u5f00\u59cb\u5f80elasticsearch\u670d\u52a1\u5668\u4fdd\u5b58\u6570\u636e\uff0c\u4fdd\u5b58\u6570\u636e\u7684\u65b9\u5f0f\u4e5f\u662f\u901a\u8fc7http\u7684\u65b9\u5f0f\uff0c\u76f4\u63a5post\u5230\u7d22\u5f15\u7684\u5730\u5740\u5373\u53ef\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/www.shinetechchina.com.cn\/blog\/sites\/default\/files\/images\/8.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5728\u521b\u5efa\u51fa\u66f4\u591a\u7684\u6570\u636e\u540e\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u5f00\u59cb\u8fdb\u884c\u641c\u7d22\u4e86\uff0c\u7b2c\u4e00\u4e2a\u641c\u7d22\u6bd4\u8f83\u7b80\u5355\uff0c\u6211\u4eec\u641c\u7d22\u5927\u5b66\u7684founded\u5b57\u6bb5\u57281900\u52301910\u4e4b\u95f4\u7684\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/www.shinetechchina.com.cn\/blog\/sites\/default\/files\/images\/9.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u4e0a\u9762\u7684\u641c\u7d22\u4e2d\uff0cquery\u662f\u4e00\u4e2a\u641c\u7d22\u8bed\u53e5\u7684\u4e3b\u4f53\uff0crange\u8868\u793a\u641c\u7d22\u8bed\u53e5\u7684\u7c7b\u578b\u662f\u8303\u56f4\u641c\u7d22\uff0c\u8fd9\u662fElasticsearch\u63d0\u4f9b\u7684\u8bb8\u591a\u641c\u7d22\u7c7b\u578b\u4e2d\u7684\u4e00\u79cd\uff0c\u5173\u4e8e\u5404\u79cd\u641c\u7d22\u7c7b\u578b\u7684\u5b9a\u4e49\u548c\u4f7f\u7528\u65b9\u6cd5\uff0c\u5728Elasticsearch\u5b98\u7f51\u7684\u6587\u6863\u4e2d\u90fd\u6709\u8be6\u5c3d\u7684\u8bf4\u660e\u3002<\/p>\n\n\n\n<p>\u54b1\u4eec\u7684\u7b2c\u4e8c\u4e2a\u641c\u7d22\u4f1a\u7a0d\u5fae\u590d\u6742\u4e00\u4e9b\uff0c\u6839\u636e\u5173\u952e\u8bcd\u6765\u5168\u6587\u67e5\u627e\uff0c\u5e76\u9ad8\u4eae\u663e\u793a\u5173\u952e\u8bcd\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/www.shinetechchina.com.cn\/blog\/sites\/default\/files\/images\/10.jpg\" 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