{"id":18232,"date":"2025-07-01T13:11:58","date_gmt":"2025-07-01T05:11:58","guid":{"rendered":"https:\/\/92it.top\/?p=18232"},"modified":"2025-07-01T13:17:04","modified_gmt":"2025-07-01T05:17:04","slug":"%e4%b8%80%e5%b9%85%e5%9b%be%ef%bc%8c%e6%90%9e%e5%ae%9a-elasticsearch-%e6%a0%b8%e5%bf%83%e5%9f%ba%e7%a1%80%e5%8e%9f%e7%90%86%ef%bc%81","status":"publish","type":"post","link":"https:\/\/92it.top\/?p=18232","title":{"rendered":"\u4e00\u5e45\u56fe\uff0c\u641e\u5b9a Elasticsearch \u6838\u5fc3\u57fa\u7840\u539f\u7406\uff01"},"content":{"rendered":"\n<p>\u8f6c\u8f7d\uff1a<a href=\"https:\/\/cloud.tencent.com\/developer\/article\/2435041?policyId=1004\">\u4e00\u5e45\u52a8\u56fe\uff0c\u641e\u5b9a Elasticsearch \u6838\u5fc3\u57fa\u7840\u539f\u7406\uff01<\/a><\/p>\n\n\n\n<p>\u5728\u5927\u6570\u636e\u65f6\u4ee3\uff0c\u5b9e\u65f6\u9ad8\u6548\u5730\u5904\u7406\u4fe1\u606f\u6210\u4e3a\u4e86\u4f01\u4e1a\u548c\u5f00\u53d1\u8005\u7684\u5fc5\u9700\u3002\u800c\u5728\u4f17\u591a\u5de5\u5177\u4e2d\uff0cElasticsearch<a class=\"\" href=\"https:\/\/cloud.tencent.com\/developer\/tools\/blog-entry?target=http%3A%2F%2Fmp.weixin.qq.com%2Fs%3F__biz%3DMzI2NDY1MTA3OQ%3D%3D%26mid%3D2247495491%26idx%3D1%26sn%3Dfe9add4564e495406d42806e7845048d%26chksm%3Deaabc76bdddc4e7d6256f84e8431d2a7c40cc37cc0a51ee40f989bd3f641e64e38886921d490%26scene%3D21%23wechat_redirect&amp;objectId=2416065&amp;objectType=1&amp;isNewArticle=undefined\"> <\/a>\u65e0\u7591\u5360\u636e\u4e86\u6838\u5fc3\u5730\u4f4d\u3002\u5b83\u4e0d\u4ec5\u4ee5\u5b9e\u65f6\u6570\u636e\u5904\u7406\u80fd\u529b\u88ab\u9ad8\u5ea6\u91cd\u89c6\uff0c\u8fd8\u56e0\u5176\u5728\u641c\u7d22\u4e0e\u5206\u6790\u65b9\u9762\u7684\u5f3a\u5927\u529f\u80fd\u800c\u5907\u53d7\u63a8\u5d07\u3002<\/p>\n\n\n\n<p>\u4eca\u5929\uff0c\u6211\u4eec\u901a\u8fc7\u4e00\u5e45\u6e05\u6670\u7684\u56fe\uff0c\u4e00\u8d77\u6df1\u5165\u63a2\u8ba8 Elasticsearch \u7684\u5de5\u4f5c\u539f\u7406\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"930\" height=\"1024\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-3-930x1024.png\" alt=\"\" class=\"wp-image-18233\" style=\"width:476px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-3-930x1024.png 930w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-3-273x300.png 273w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-3-768x845.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-3-830x913.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-3-230x253.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-3-350x385.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-3-480x528.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-3.png 1352w\" sizes=\"(max-width: 930px) 100vw, 930px\" \/><\/figure><\/div>\n\n\n<p>\u3000<\/p>\n\n\n\n<p><strong>Elasticsearch\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>Elasticsearch\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u641c\u7d22\u5f15\u64ce\uff0c\u4e5f\u662fELK\uff08\u73b0\u79f0\u4e3aElastic Stack\uff09\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\u3002\u5b83\u53ef\u4ee5\u4e0e\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177 Kibana \u548c\u65e5\u5fd7\u5904\u7406\u5668 Logstash \u65e0\u7f1d\u96c6\u6210\uff0c\u4ece\u800c\u5927\u5927\u589e\u5f3a\u4e86\u5176\u5b9e\u7528\u6027\u3002<\/p>\n\n\n\n<p>Elasticsearch\u901a\u8fc7\u4e00\u79cd\u88ab\u79f0\u4e3a\u201c\u5012\u6392\u7d22\u5f15\u201d\u7684\u6280\u672f\uff0c\u5b9e\u73b0\u5feb\u901f\u7684\u5168\u6587\u641c\u7d22\u529f\u80fd\uff0c\u8fd9\u4e0e\u6211\u4eec\u7ffb\u9605\u4e66\u7c4d\u7d22\u5f15\u627e\u5230\u5185\u5bb9\u7684\u65b9\u5f0f\u9887\u4e3a\u76f8\u4f3c\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p><strong>\u68b3\u7406\u5de5\u4f5c\u6d41\u7a0b<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>\u6570\u636e\u7684\u5bfc\u5165\u548c\u89e3\u6790<\/strong><\/p>\n\n\n\n<p>\u5728Elasticsearch\u4e2d\uff0c\u9996\u5148\u9700\u8981\u5bfc\u5165\u6570\u636e\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u901a\u5e38\u6d89\u53ca\u5c06\u6570\u636e\u683c\u5f0f\u5316\u4e3a JSON \u683c\u5f0f\uff0c\u56e0\u4e3a Elasticsearch \u4f7f\u7528 JSON \u4f5c\u4e3a\u6570\u636e\u4ea4\u6362\u683c\u5f0f\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"840\" height=\"588\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-4.png\" alt=\"\" class=\"wp-image-18234\" style=\"width:446px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-4.png 840w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-4-300x210.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-4-768x538.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-4-830x581.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-4-230x161.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-4-350x245.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-4-480x336.png 480w\" sizes=\"(max-width: 840px) 100vw, 840px\" \/><\/figure><\/div>\n\n\n<p>\u5728\u8fd9\u5f20\u56fe\u4e2d\uff0c\u4f60\u53ef\u4ee5\u770b\u5230\u4e00\u4e2a\u793a\u4f8b\u6570\u636e\u201cThe cat in the tree\u201d\uff0c\u8fd9\u6bb5\u6587\u672c\u88ab\u8f6c\u6362\u6210 JSON \u683c\u5f0f\u5e76\u51c6\u5907\u5bfc\u5165\u5230 Elasticsearch \u4e2d\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\u6570\u636e\u7684\u5206\u6790\u548c\u7d22\u5f15<\/strong><\/p>\n\n\n\n<p>\u5bfc\u5165Elasticsearch\u540e\uff0c\u6570\u636e\u4f1a\u88ab\u5206\u6790\u548c\u7d22\u5f15\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e00\u6b65\u9aa4\u662f\u901a\u8fc7Elasticsearch \u7684\u5206\u8bcd\u5668\u5b8c\u6210\u7684\uff0c\u5b83\u5c06\u6587\u672c\u62c6\u5206\u6210\u66f4\u6613\u4e8e\u641c\u7d22\u7684\u5355\u8bcd\u6216\u77ed\u8bed\uff0c\u5373\u201ctokens\u201d\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"908\" height=\"404\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-6.png\" alt=\"\" class=\"wp-image-18236\" style=\"width:482px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-6.png 908w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-6-300x133.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-6-768x342.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-6-830x369.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-6-230x102.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-6-350x156.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-6-480x214.png 480w\" sizes=\"(max-width: 908px) 100vw, 908px\" \/><\/figure><\/div>\n\n\n<p>\u8fd9\u4e9btokens\u968f\u540e\u88ab\u7528\u6765\u521b\u5efa\u4e00\u4e2a\u5012\u6392\u7d22\u5f15\uff0c\u8fd9\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u6570\u636e\u7ed3\u6784\uff0c\u7528\u4e8e\u5feb\u901f\u5168\u6587\u641c\u7d22\u3002<\/p>\n\n\n\n<p>\u5012\u6392\u7d22\u5f15\u5c06\u6bcf\u4e2a\u552f\u4e00\u7684\u5355\u8bcd\u6620\u5c04\u5230\u5305\u542b\u8be5\u5355\u8bcd\u7684\u6240\u6709\u6587\u6863\uff0c\u8fd9\u5728\u56fe\u4e2d\u901a\u8fc7\u8fde\u63a5\u7ebf\u548c\u8282\u70b9\u8868\u793a\u3002<\/p>\n\n\n\n<p>\u3000\u3000\u3000<\/p>\n\n\n\n<p><strong>\u5206\u5e03\u5f0f\u67b6\u6784<\/strong><\/p>\n\n\n\n<p>Elasticsearch\u662f\u4e00\u4e2a\u5206\u5e03\u5f0f\u641c\u7d22\u5f15\u64ce\uff0c\u8fd9\u610f\u5473\u7740\u6570\u636e\u53ef\u4ee5\u8de8\u591a\u4e2a\u670d\u52a1\u5668\uff08\u79f0\u4e3a\u8282\u70b9\uff09\u5b58\u50a8\u548c\u68c0\u7d22\u3002<\/p>\n\n\n\n<p>\u8fd9\u79cd\u67b6\u6784\u63d0\u9ad8\u4e86\u7cfb\u7edf\u7684\u6269\u5c55\u6027\u548c\u5bb9\u9519\u80fd\u529b\u3002\u5728\u56fe\u4e2d\uff0c\u4f60\u53ef\u4ee5\u770b\u5230\u6570\u636e\u88ab\u5b58\u50a8\u5728\u4e0d\u540c\u7684\u670d\u52a1\u5668\u4e0a\uff0c\u8fd9\u6709\u52a9\u4e8e\u5206\u6563\u8d1f\u8f7d\u548c\u63d0\u9ad8\u67e5\u8be2\u6548\u7387\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"830\" height=\"298\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-8.png\" alt=\"\" class=\"wp-image-18238\" style=\"width:526px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-8.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-8-300x108.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-8-768x276.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-8-230x83.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-8-350x126.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-8-480x172.png 480w\" sizes=\"(max-width: 830px) 100vw, 830px\" \/><\/figure><\/div>\n\n\n<p> \u3000<\/p>\n\n\n\n<p><strong>\u67e5\u8be2\u89e3\u6790\u548c\u6267\u884c<\/strong><\/p>\n\n\n\n<p>\u5f53\u7528\u6237\u901a\u8fc7\u4e00\u4e2a\u641c\u7d22\u754c\u9762\uff08\u5982\u56fe\u4e2d\u7684\u7b14\u8bb0\u672c\u7535\u8111\uff09\u8f93\u5165\u67e5\u8be2\u65f6\uff0cElasticsearch\u4f1a\u89e3\u6790\u8fd9\u4e2a\u67e5\u8be2\u8bf7\u6c42\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"788\" height=\"324\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-9.png\" alt=\"\" class=\"wp-image-18239\" style=\"width:530px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-9.png 788w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-9-300x123.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-9-768x316.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-9-230x95.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-9-350x144.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-9-480x197.png 480w\" sizes=\"(max-width: 788px) 100vw, 788px\" \/><\/figure><\/div>\n\n\n<p>\u89e3\u6790\u8fc7\u7a0b\u5305\u62ec\u7406\u89e3\u67e5\u8be2\u4e2d\u7684\u5173\u952e\u8bcd\u4ee5\u53ca\u53ef\u80fd\u7684\u67e5\u8be2\u610f\u56fe\uff0c\u7136\u540e\u4f7f\u7528\u8fd9\u4e9b\u4fe1\u606f\u6765\u68c0\u7d22\u5012\u6392\u7d22\u5f15\u3002<\/p>\n\n\n\n<p> \u3000<\/p>\n\n\n\n<p><strong>\u5f97\u5206\u548c\u6392\u5e8f<\/strong><\/p>\n\n\n\n<p>\u4e00\u65e6Elasticsearch\u627e\u5230\u4e86\u6240\u6709\u76f8\u5173\u7684\u6587\u6863\uff0c\u5b83\u5c06\u57fa\u4e8e\u76f8\u5173\u6027\u7ed9\u8fd9\u4e9b\u6587\u6863\u6253\u5206\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"756\" height=\"412\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-10.png\" alt=\"\" class=\"wp-image-18240\" style=\"width:432px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-10.png 756w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-10-300x163.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-10-230x125.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-10-350x191.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-10-480x262.png 480w\" sizes=\"(max-width: 756px) 100vw, 756px\" \/><\/figure><\/div>\n\n\n<p>\u6253\u5206\u673a\u5236\u901a\u5e38\u4f9d\u8d56\u4e8e\u56e0\u7d20\u5982\u5173\u952e\u8bcd\u7684\u51fa\u73b0\u9891\u7387\u3001\u6587\u6863\u4e2d\u7684\u4f4d\u7f6e\u7b49\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u5206\u6570\u7528\u4e8e\u5bf9\u7ed3\u679c\u8fdb\u884c\u6392\u5e8f\uff0c\u4ee5\u786e\u4fdd\u6700\u76f8\u5173\u7684\u7ed3\u679c\u6392\u5728\u6700\u524d\u9762\u3002<\/p>\n\n\n\n<p> \u3000\u3000<\/p>\n\n\n\n<p><strong>\u8fd4\u56de\u7ed3\u679c<\/strong><\/p>\n\n\n\n<p>\u6700\u540e\uff0c\u641c\u7d22\u7ed3\u679c\u4f1a\u88ab\u8fd4\u56de\u7ed9\u7528\u6237\uff0c\u901a\u5e38\u4e5f\u662f\u4ee5JSON\u683c\u5f0f\u3002\u7528\u6237\u53ef\u4ee5\u770b\u5230\u6700\u76f8\u5173\u7684\u6587\u6863\u6392\u5728\u6700\u524d\u9762\uff0c\u8fd9\u4f7f\u5f97\u7528\u6237\u80fd\u591f\u5feb\u901f\u6709\u6548\u5730\u627e\u5230\u4ed6\u4eec\u9700\u8981\u7684\u4fe1\u606f\u3002<\/p>\n\n\n\n<p>\u8fd9\u6574\u4e2a\u8fc7\u7a0b\u4e0d\u4ec5\u9ad8\u6548\u800c\u4e14\u5177\u6709\u5f88\u9ad8\u7684\u53ef\u6269\u5c55\u6027\uff0c\u4f7fElasticsearch\u6210\u4e3a\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u96c6\u7684\u7406\u60f3\u9009\u62e9\u3002<\/p>\n\n\n\n<p>\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0cElasticsearch\u652f\u6301\u590d\u6742\u7684\u5168\u6587\u641c\u7d22\u529f\u80fd\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5404\u79cd\u573a\u666f\u4e2d\uff0c\u5982\u65e5\u5fd7\u5206\u6790\u3001\u5b9e\u65f6\u6570\u636e\u76d1\u63a7\u548c\u590d\u6742\u641c\u7d22\u9700\u6c42\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>Elasticsearch \u4f18\u52bf\u4e0e\u5e94\u7528<\/strong><\/p>\n\n\n\n<p>Elasticsearch \u7684\u51e0\u5927\u4f18\u52bf\u5305\u62ec\u51fa\u8272\u7684\u53ef\u4f38\u7f29\u6027\u3001\u5b9e\u65f6\u641c\u7d22\u80fd\u529b\u4ee5\u53ca\u76f4\u89c2\u7684 RESTful API\uff0c\u4f7f\u5f97\u5b83\u80fd\u591f\u6709\u6548\u5730\u8fdb\u884c\u5927\u89c4\u6a21\u6570\u636e\u5206\u6790\u3002\u901a\u8fc7\u5bf9\u65e5\u5fd7\u548c\u4e8b\u4ef6\u6570\u636e\u7684\u5e7f\u6cdb\u5206\u6790\uff0cElasticsearch\u52a0\u5f3a\u4e86\u76d1\u63a7\u548c\u8bca\u65ad\u80fd\u529b\uff0c\u6709\u52a9\u4e8e\u63d0\u5347\u5e94\u7528\u5b89\u5168\u6027\u548c\u6027\u80fd\u3002<\/p>\n\n\n\n<p>Elasticsearch\u7684\u5e94\u7528\u573a\u666f\u591a\u79cd\u591a\u6837\uff0c\u4ece\u7535\u5546\u5e73\u53f0\u4e0a\u7684\u5373\u65f6\u4ea7\u54c1\u641c\u7d22\u5230\u91d1\u878d\u7cfb\u7edf\u4e0a\u7684\u5b9e\u65f6\u4ea4\u6613\u5206\u6790\uff0c\u518d\u5230\u76d1\u63a7\u548c\u65e5\u5fd7\u7cfb\u7edf\u4e2d\uff0c\u5b83\u805a\u5408\u5e76\u5206\u6790\u65e5\u5fd7\uff0c\u63d0\u4f9b\u7cfb\u7edf\u5065\u5eb7\u72b6\u51b5\u548c\u6f5c\u5728\u5b89\u5168\u5a01\u80c1\u7684\u8be6\u7ec6\u89c6\u56fe\u3002<\/p>\n\n\n\n<p>\u8d85\u8d8a\u641c\u7d22\u529f\u80fd\uff0cElasticsearch \u652f\u6301\u5b9e\u65f6\u6570\u636e\u7d22\u5f15\u548c\u901a\u8fc7\u805a\u5408\u7279\u6027\u8fdb\u884c\u57fa\u672c\u5206\u6790\uff0c\u4f7f\u5176\u6210\u4e3a\u5927\u6570\u636e\u5206\u6790\u5de5\u5177\u96c6\u7684\u4e00\u90e8\u5206\u3002<\/p>\n\n\n\n<p>\u52a8\u753b\u793a\u610f\u4e3a\u6211\u4eec\u63ed\u793a\u4e86 Elasticsearch \u5982\u4f55\u5728\u4fe1\u606f\u65f6\u4ee3\u626e\u6f14\u7740\u4e0d\u53ef\u6216\u7f3a\u7684\u89d2\u8272\uff0c\u65e0\u8bba\u662f\u5728\u5feb\u901f\u641c\u7d22\u3001\u6570\u636e\u5206\u6790\uff0c\u8fd8\u662f\u7cfb\u7edf\u76d1\u63a7\u65b9\u9762\uff0cElasticsearch\u90fd\u5c55\u73b0\u51fa\u5176\u4e0d\u53ef\u66ff\u4ee3\u7684\u4ef7\u503c\u3002<\/p>\n\n\n\n<p>\u901a\u8fc7\u8fd9\u5e45\u56fe\uff0c\u6211\u4eec\u53ef\u4ee5\u8bf4\u771f\u6b63\u5730\u628a Elasticsearch \u7684\u5de5\u4f5c\u539f\u7406\u8bb2\u900f\u4e86\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p><strong>Elasticsearch\u5012\u6392\u7d22\u5f15\u8be6\u89e3<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>\u5012\u6392\u7d22\u5f15\u7b80\u4ecb<\/strong><\/p>\n\n\n\n<p>\u5012\u6392\u7d22\u5f15\u662f\u5168\u6587\u641c\u7d22\u5f15\u64ce\u7684\u6838\u5fc3\u6570\u636e\u7ed3\u6784\uff0c\u5176\u4e3b\u8981\u4f5c\u7528\u662f\u4ece\u6587\u6863\u4e2d\u63d0\u53d6\u5173\u952e\u8bcd\uff0c\u5e76\u5efa\u7acb\u5173\u952e\u8bcd\u5230\u6587\u6863\u7684\u6620\u5c04\u5173\u7cfb\u3002\u8fd9\u79cd\u7ed3\u6784\u4e0e\u4f20\u7edf\u7684\u6b63\u6392\u7d22\u5f15\uff08\u5373\u6587\u6863\u5230\u5173\u952e\u8bcd\u7684\u6620\u5c04\uff09\u76f8\u53cd\uff0c\u56e0\u6b64\u79f0\u4e3a\u5012\u6392\u7d22\u5f15\u3002 \u5728\u5012\u6392\u7d22\u5f15\u4e2d\uff0c\u6bcf\u4e2a\u5173\u952e\u8bcd\u90fd\u5173\u8054\u7740\u5305\u542b\u8be5\u5173\u952e\u8bcd\u7684\u6587\u6863\u5217\u8868\uff0c\u8fd9\u4f7f\u5f97\u641c\u7d22\u64cd\u4f5c\u80fd\u591f\u8fc5\u901f\u5b9a\u4f4d\u5305\u542b\u7279\u5b9a\u5173\u952e\u8bcd\u7684\u6587\u6863\uff0c\u4ece\u800c\u5927\u5e45\u63d0\u9ad8\u67e5\u8be2\u6548\u7387\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p><strong>\u5012\u6392\u7d22\u5f15\u7684\u57fa\u672c\u7ed3\u6784<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u5012\u6392\u7d22\u5f15\u7684\u57fa\u672c\u7ed3\u6784\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u90e8\u5206\uff1a<\/p>\n\n\n\n<ol>\n<li><strong>\u8bcd\u5178\uff08Dictionary\uff09<\/strong>\uff1a\u5305\u542b\u6240\u6709\u5728\u6587\u6863\u96c6\u4e2d\u51fa\u73b0\u7684\u5173\u952e\u8bcd\u3002<\/li>\n\n\n\n<li><strong>\u5012\u6392\u5217\u8868\uff08Inverted List\uff09<\/strong>\uff1a\u5bf9\u4e8e\u6bcf\u4e2a\u5173\u952e\u8bcd\uff0c\u8bb0\u5f55\u5305\u542b\u8be5\u5173\u952e\u8bcd\u7684\u6587\u6863ID\u5217\u8868\u53ca\u5176\u5728\u6587\u6863\u4e2d\u7684\u4f4d\u7f6e\u4fe1\u606f\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u4e3e\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\uff1a<br>\u5047\u8bbe\u6211\u4eec\u6709\u4ee5\u4e0b\u4e09\u4e2a\u6587\u6863\uff1a<\/p>\n\n\n\n<ul>\n<li>\u6587\u68631\uff1a<code>\"Elasticsearch is a powerful search engine\"<\/code><\/li>\n\n\n\n<li>\u6587\u68632\uff1a<code>\"Elasticsearch uses inverted index\"<\/code><\/li>\n\n\n\n<li>\u6587\u68633\uff1a<code>\"Search engines use indexes\"<\/code><\/li>\n<\/ul>\n\n\n\n<p>\u6784\u5efa\u5012\u6392\u7d22\u5f15\u7684\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ol>\n<li>\u8bcd\u6761\u5316\uff08Tokenization\uff09\uff1a\u5c06\u6587\u6863\u62c6\u5206\u4e3a\u5355\u8bcd\uff0c\u5e76\u8fdb\u884c\u89c4\u8303\u5316\u5904\u7406\uff08\u5982\u8f6c\u5c0f\u5199\u3001\u53bb\u9664\u505c\u7528\u8bcd\u7b49\uff09\u3002<\/li>\n\n\n\n<li>\u5efa\u7acb\u8bcd\u5178\uff1a\u63d0\u53d6\u6240\u6709\u6587\u6863\u4e2d\u7684\u552f\u4e00\u5355\u8bcd\u3002<\/li>\n\n\n\n<li>\u521b\u5efa\u5012\u6392\u5217\u8868\uff1a\u8bb0\u5f55\u6bcf\u4e2a\u5355\u8bcd\u5728\u5404\u4e2a\u6587\u6863\u4e2d\u7684\u51fa\u73b0\u4f4d\u7f6e\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u7ed3\u679c\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ul>\n<li><code>elasticsearch<\/code> -&gt; {1, 2}\u3000  \u51fa\u73b0\u5728\u6587\u68631\u548c\u6587\u68632<\/li>\n\n\n\n<li><code>is<\/code> -&gt; {1} \u3000  \u51fa\u73b0\u5728\u6587\u68631<\/li>\n\n\n\n<li><code>a<\/code> -&gt; {1} \u3000  \u51fa\u73b0\u5728\u6587\u68631<\/li>\n\n\n\n<li><code>powerful<\/code> -&gt; {1} \u3000  \u51fa\u73b0\u5728\u6587\u68631<\/li>\n\n\n\n<li><code>search<\/code> -&gt; {1, 3} \u3000  \u51fa\u73b0\u5728\u6587\u68631\u548c\u6587\u68633<\/li>\n\n\n\n<li><code>engine<\/code> -&gt; {1} \u3000  \u51fa\u73b0\u5728\u6587\u68631<\/li>\n\n\n\n<li><code>uses<\/code> -&gt; {2} \u3000  \u51fa\u73b0\u5728\u6587\u68632<\/li>\n\n\n\n<li><code>inverted<\/code> -&gt; {2} \u3000  \u51fa\u73b0\u5728\u6587\u68632<\/li>\n\n\n\n<li><code>index<\/code> -&gt; {2} \u3000  \u51fa\u73b0\u5728\u6587\u68632<\/li>\n\n\n\n<li><code>engines<\/code> -&gt; {3} \u3000  \u51fa\u73b0\u5728\u6587\u68633<\/li>\n\n\n\n<li><code>use<\/code> -&gt; {3} \u3000  \u51fa\u73b0\u5728\u6587\u68633<\/li>\n\n\n\n<li><code>indexes<\/code> -&gt; {3} \u3000  \u51fa\u73b0\u5728\u6587\u68633<\/li>\n<\/ul>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p><strong>Elasticsearch\u4e2d\u7684\u5012\u6392\u7d22\u5f15<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>\u7d22\u5f15\u548c\u6587\u6863<\/strong><\/p>\n\n\n\n<p>\u5728Elasticsearch\u4e2d\uff0c\u6570\u636e\u4ee5\u7d22\u5f15\uff08Index\uff09\u7684\u5f62\u5f0f\u5b58\u50a8\uff0c\u6bcf\u4e2a\u7d22\u5f15\u5305\u542b\u591a\u4e2a\u6587\u6863\uff08Document\uff09\u3002\u6bcf\u4e2a\u6587\u6863\u662f\u4e00\u4e2aJSON\u5bf9\u8c61\uff0c\u5305\u542b\u591a\u4e2a\u5b57\u6bb5\uff08Field\uff09\uff0c\u6bcf\u4e2a\u5b57\u6bb5\u90fd\u6709\u76f8\u5e94\u7684\u503c\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p><strong>\u521b\u5efa\u5012\u6392\u7d22\u5f15<\/strong><\/p>\n\n\n\n<p>\u5f53\u4e00\u4e2a\u6587\u6863\u88ab\u7d22\u5f15\u65f6\uff0cElasticsearch\u4f1a\u5bf9\u6587\u6863\u8fdb\u884c\u5206\u6790\uff08Analyze\uff09\uff0c\u5c06\u5176\u5206\u89e3\u4e3a\u591a\u4e2a\u8bcd\u6761\uff08Term\uff09\u3002\u5206\u6790\u8fc7\u7a0b\u5305\u62ec\u5206\u8bcd\uff08Tokenization\uff09\u3001\u8bcd\u5e72\u63d0\u53d6\uff08Stemming\uff09\u548c\u53bb\u9664\u505c\u7528\u8bcd\uff08Stop Word Removal\uff09\u7b49\u6b65\u9aa4\u3002\u5904\u7406\u540e\u7684\u8bcd\u6761\u5c06\u88ab\u6dfb\u52a0\u5230\u5012\u6392\u7d22\u5f15\u4e2d\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p><strong>\u5012\u6392\u7d22\u5f15\u7684\u5b58\u50a8\u7ed3\u6784<\/strong><\/p>\n\n\n\n<p>Elasticsearch\u57fa\u4e8eApache Lucene\u6784\u5efa\uff0cLucene\u4f7f\u7528\u4e86\u4e00\u79cd\u9ad8\u6548\u7684\u5012\u6392\u7d22\u5f15\u5b58\u50a8\u7ed3\u6784\u3002\u6bcf\u4e2a\u7d22\u5f15\u7531\u591a\u4e2a\u5206\u7247\uff08Shard\uff09\u7ec4\u6210\uff0c\u6bcf\u4e2a\u5206\u7247\u662f\u4e00\u4e2aLucene\u7d22\u5f15\u3002\u5728\u6bcf\u4e2aLucene\u7d22\u5f15\u4e2d\uff0c\u5012\u6392\u7d22\u5f15\u4ee5\u6bb5\uff08Segment\uff09\u5f62\u5f0f\u5b58\u50a8\u3002\u6bb5\u662f\u4e0d\u53ef\u53d8\u7684\u6587\u4ef6\u96c6\u5408\uff0c\u5f53\u6709\u65b0\u7684\u6587\u6863\u6dfb\u52a0\u65f6\uff0cLucene\u4f1a\u521b\u5efa\u65b0\u7684\u6bb5\uff0c\u5e76\u5b9a\u671f\u8fdb\u884c\u6bb5\u5408\u5e76\uff08Segment Merging\uff09\u4ee5\u51cf\u5c11\u6587\u4ef6\u6570\u91cf\u548c\u63d0\u9ad8\u67e5\u8be2\u6027\u80fd\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p><strong>\u8bcd\u5178\u548c\u5012\u6392\u5217\u8868\u7684\u4f18\u5316<\/strong><\/p>\n\n\n\n<p>\u4e3a\u4e86\u63d0\u9ad8\u67e5\u8be2\u6548\u7387\uff0cLucene\u5bf9\u8bcd\u5178\u548c\u5012\u6392\u5217\u8868\u8fdb\u884c\u4e86\u591a\u79cd\u4f18\u5316\uff1a<\/p>\n\n\n\n<ol>\n<li><strong>\u8df3\u8868\uff08Skip List\uff09<\/strong>\uff1a\u5728\u5012\u6392\u5217\u8868\u4e2d\u5f15\u5165\u8df3\u8868\u7ed3\u6784\uff0c\u5141\u8bb8\u5feb\u901f\u8df3\u8f6c\u5230\u6307\u5b9a\u4f4d\u7f6e\uff0c\u52a0\u901f\u67e5\u8be2\u901f\u5ea6\u3002<\/li>\n\n\n\n<li><strong>\u524d\u7f00\u538b\u7f29\uff08Prefix Compression\uff09<\/strong>\uff1a\u5bf9\u8bcd\u5178\u4e2d\u7684\u76f8\u90bb\u8bcd\u6761\u8fdb\u884c\u524d\u7f00\u538b\u7f29\uff0c\u51cf\u5c11\u5b58\u50a8\u7a7a\u95f4\u3002<\/li>\n\n\n\n<li><strong>\u5757\u7d22\u5f15\uff08Block Indexing\uff09<\/strong>\uff1a\u5c06\u5012\u6392\u5217\u8868\u5206\u6210\u56fa\u5b9a\u5927\u5c0f\u7684\u5757\uff0c\u6bcf\u4e2a\u5757\u5305\u542b\u591a\u4e2a\u6587\u6863ID\u3002\u67e5\u8be2\u65f6\uff0c\u53ef\u4ee5\u5feb\u901f\u5b9a\u4f4d\u5230\u5305\u542b\u76ee\u6807\u6587\u6863ID\u7684\u5757\uff0c\u4ece\u800c\u51cf\u5c11\u904d\u5386\u7684\u65f6\u95f4\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p><strong>\u5012\u6392\u7d22\u5f15\u7684\u67e5\u8be2\u8fc7\u7a0b<\/strong><\/p>\n\n\n\n<p>\u5f53\u7528\u6237\u53d1\u8d77\u641c\u7d22\u8bf7\u6c42\u65f6\uff0cElasticsearch\u4f1a\u6839\u636e\u67e5\u8be2\u6761\u4ef6\u5728\u5012\u6392\u7d22\u5f15\u4e2d\u67e5\u627e\u5339\u914d\u7684\u6587\u6863\u3002\u4ee5\u5173\u952e\u8bcd\u67e5\u8be2\u4e3a\u4f8b\uff0c\u67e5\u8be2\u8fc7\u7a0b\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ol>\n<li><strong>\u89e3\u6790\u67e5\u8be2<\/strong>\uff1a\u5c06\u7528\u6237\u8f93\u5165\u7684\u67e5\u8be2\u5b57\u7b26\u4e32\u89e3\u6790\u4e3a\u5173\u952e\u8bcd\u5217\u8868\u3002<\/li>\n\n\n\n<li><strong>\u67e5\u627e\u8bcd\u5178<\/strong>\uff1a\u5728\u5012\u6392\u7d22\u5f15\u7684\u8bcd\u5178\u4e2d\u67e5\u627e\u6bcf\u4e2a\u5173\u952e\u8bcd\uff0c\u83b7\u53d6\u5bf9\u5e94\u7684\u5012\u6392\u5217\u8868\u3002<\/li>\n\n\n\n<li><strong>\u5408\u5e76\u7ed3\u679c<\/strong>\uff1a\u6839\u636e\u5012\u6392\u5217\u8868\u5408\u5e76\u7ed3\u679c\uff0c\u751f\u6210\u5339\u914d\u6587\u6863\u7684\u5217\u8868\u3002<\/li>\n\n\n\n<li><strong>\u8ba1\u7b97\u8bc4\u5206<\/strong>\uff1a\u5bf9\u5339\u914d\u7684\u6587\u6863\u8fdb\u884c\u76f8\u5173\u6027\u8bc4\u5206\uff0c\u6392\u5e8f\u540e\u8fd4\u56de\u7ed9\u7528\u6237\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p><strong>\u793a\u4f8b<\/strong><\/p>\n\n\n\n<p>\u5047\u8bbe\u6211\u4eec\u8981\u641c\u7d22\u5173\u952e\u8bcd<code>\"Elasticsearch search engine\"<\/code>\uff0c\u67e5\u8be2\u8fc7\u7a0b\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ol>\n<li>\u89e3\u6790\u67e5\u8be2\uff1a<code>[\"elasticsearch\", \"search\", \"engine\"]<\/code><\/li>\n\n\n\n<li>\u67e5\u627e\u8bcd\u5178\uff1a\n<ul>\n<li><code>elasticsearch<\/code> -&gt; {1, 2}<\/li>\n\n\n\n<li><code>search<\/code> -&gt; {1, 3}<\/li>\n\n\n\n<li><code>engine<\/code> -&gt; {1}<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u5408\u5e76\u7ed3\u679c\uff1a\u6587\u68631\u5305\u542b\u6240\u6709\u5173\u952e\u8bcd\uff0c\u6587\u68632\u548c\u6587\u68633\u5206\u522b\u5305\u542b\u90e8\u5206\u5173\u952e\u8bcd\u3002<\/li>\n\n\n\n<li>\u8ba1\u7b97\u8bc4\u5206\uff1a\u6839\u636e\u6587\u6863\u4e0e\u67e5\u8be2\u7684\u5339\u914d\u5ea6\u8fdb\u884c\u8bc4\u5206\uff0c\u5047\u8bbe\u6587\u68631\u5f97\u5206\u6700\u9ad8\uff0c\u5219\u8fd4\u56de\u6587\u68631\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p><strong>\u5012\u6392\u7d22\u5f15\u7684\u4f18\u7f3a\u70b9<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>\u4f18\u70b9<\/strong><\/p>\n\n\n\n<ol>\n<li><strong>\u9ad8\u6548\u7684\u5173\u952e\u8bcd\u641c\u7d22<\/strong>\uff1a\u5012\u6392\u7d22\u5f15\u5141\u8bb8\u5feb\u901f\u67e5\u627e\u5305\u542b\u7279\u5b9a\u5173\u952e\u8bcd\u7684\u6587\u6863\uff0c\u6781\u5927\u63d0\u9ad8\u4e86\u67e5\u8be2\u6548\u7387\u3002<\/li>\n\n\n\n<li><strong>\u53ef\u6269\u5c55\u6027<\/strong>\uff1a\u901a\u8fc7\u5206\u7247\u548c\u526f\u672c\u673a\u5236\uff0cElasticsearch\u80fd\u591f\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\uff0c\u5e76\u4fdd\u8bc1\u9ad8\u53ef\u7528\u6027\u3002<\/li>\n\n\n\n<li><strong>\u7075\u6d3b\u7684\u67e5\u8be2\u80fd\u529b<\/strong>\uff1a\u652f\u6301\u591a\u79cd\u67e5\u8be2\u7c7b\u578b\uff0c\u5982\u5e03\u5c14\u67e5\u8be2\u3001\u8303\u56f4\u67e5\u8be2\u3001\u6a21\u7cca\u67e5\u8be2\u7b49\uff0c\u6ee1\u8db3\u4e0d\u540c\u5e94\u7528\u9700\u6c42\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p><strong>\u7f3a\u70b9<\/strong><\/p>\n\n\n\n<ol>\n<li><strong>\u5b58\u50a8\u7a7a\u95f4\u5360\u7528\u8f83\u5927<\/strong>\uff1a\u5012\u6392\u7d22\u5f15\u9700\u8981\u5b58\u50a8\u8bcd\u5178\u548c\u5012\u6392\u5217\u8868\uff0c\u53ef\u80fd\u5360\u7528\u8f83\u591a\u5b58\u50a8\u7a7a\u95f4\uff0c\u5c24\u5176\u662f\u5904\u7406\u5927\u89c4\u6a21\u6587\u672c\u6570\u636e\u65f6\u3002<\/li>\n\n\n\n<li><strong>\u5b9e\u65f6\u6027\u8f83\u5f31<\/strong>\uff1a\u7531\u4e8e\u5012\u6392\u7d22\u5f15\u7684\u6784\u5efa\u548c\u66f4\u65b0\u9700\u8981\u4e00\u5b9a\u65f6\u95f4\uff0c\u53ef\u80fd\u65e0\u6cd5\u6ee1\u8db3\u9ad8\u5b9e\u65f6\u6027\u8981\u6c42\u7684\u5e94\u7528\u573a\u666f\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p><strong>\u5012\u6392\u7d22\u5f15\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u4f18\u5316<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>\u5206\u6790\u5668\u914d\u7f6e<\/strong><\/p>\n\n\n\n<p>Elasticsearch\u63d0\u4f9b\u591a\u79cd\u5185\u7f6e\u5206\u6790\u5668\uff0c\u5982\u6807\u51c6\u5206\u6790\u5668\uff08Standard Analyzer\uff09\u3001\u7b80\u6d01\u5206\u6790\u5668\uff08Simple Analyzer\uff09\u7b49\u3002\u7528\u6237\u53ef\u4ee5\u6839\u636e\u5b9e\u9645\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u5206\u6790\u5668\uff0c\u5e76\u8fdb\u884c\u5b9a\u5236\u5316\u914d\u7f6e\uff0c\u5982\u6dfb\u52a0\u540c\u4e49\u8bcd\u8fc7\u6ee4\u5668\uff08Synonym Filter\uff09\u7b49\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p><strong>\u5206\u7247\u548c\u526f\u672c<\/strong><\/p>\n\n\n\n<p>\u901a\u8fc7\u5408\u7406\u914d\u7f6e\u5206\u7247\uff08Shard\uff09\u548c\u526f\u672c\uff08Replica\uff09\u6570\u91cf\uff0c\u53ef\u4ee5\u63d0\u9ad8Elasticsearch\u96c6\u7fa4\u7684\u67e5\u8be2\u6027\u80fd\u548c\u5bb9\u9519\u80fd\u529b\u3002\u5206\u7247\u5141\u8bb8\u5c06\u6570\u636e\u5206\u5e03\u5230\u591a\u4e2a\u8282\u70b9\u4e0a\uff0c\u526f\u672c\u63d0\u4f9b\u6570\u636e\u5197\u4f59\u4ee5\u5e94\u5bf9\u8282\u70b9\u6545\u969c\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p><strong>\u7f13\u5b58\u673a\u5236<\/strong><\/p>\n\n\n\n<p>Elasticsearch\u652f\u6301\u591a\u79cd\u7f13\u5b58\u673a\u5236\uff0c\u5982\u67e5\u8be2\u7f13\u5b58\uff08Query Cache\uff09\u3001\u8fc7\u6ee4\u5668\u7f13\u5b58\uff08Filter Cache\uff09\u7b49\u3002\u5408\u7406\u5229\u7528\u7f13\u5b58\u53ef\u4ee5\u51cf\u5c11\u78c1\u76d8I\/O\uff0c\u63d0\u9ad8\u67e5\u8be2\u6027\u80fd\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p><strong>\u6570\u636e\u5206\u5c42\u5b58\u50a8<\/strong><\/p>\n\n\n\n<p>\u5bf9\u4e8e\u5927\u89c4\u6a21\u6570\u636e\uff0c\u53ef\u4ee5\u91c7\u7528\u51b7\u70ed\u5206\u79bb\u5b58\u50a8\u7b56\u7565\uff0c\u5c06\u8fd1\u671f\u6d3b\u8dc3<a href=\"https:\/\/cloud.tencent.com\/product\/cos?from_column=20065&amp;from=20065\">\u6570\u636e\u5b58\u50a8<\/a>\u5728<a href=\"https:\/\/cloud.tencent.com\/solution\/hpos?from_column=20065&amp;from=20065\">\u9ad8\u6027\u80fd\u5b58\u50a8<\/a>\u4ecb\u8d28\u4e0a\uff0c\u5c06\u5386\u53f2\u6570\u636e\u5b58\u50a8\u5728\u4f4e\u6210\u672c\u5b58\u50a8\u4ecb\u8d28\u4e0a\uff0c\u964d\u4f4e\u5b58\u50a8\u6210\u672c\u7684\u540c\u65f6\u4fdd\u8bc1\u67e5\u8be2\u6027\u80fd\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p><strong>ELK<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<ul>\n<li>ElasticSearch\uff1a\u7d22\u5f15\u3001\u641c\u7d22\u548c\u7edf\u8ba1\u3002 <\/li>\n\n\n\n<li>logstash\uff1a\u4e3b\u8981\u662f\u641c\u96c6\uff0c\u89e3\u6790\u548c\u8f6c\u6362\u65e5\u5fd7\uff0c\u628a\u5404\u79cd\u683c\u5f0f\u8f6c\u6362\u6210\u56fa\u5b9a\u683c\u5f0f\uff0c\u65b9\u4fbfes\u7b49\u8f6f\u4ef6\u53bb\u5206\u6790\u3002<\/li>\n\n\n\n<li>Kibana\uff1a\u4e3b\u8981\u7528\u4e8e\u5c55\u793a\uff0c\u63d0\u4f9b\u4e86\u56fe\u6807\u3001\u8868\u683c\u3001\u5730\u56fe\u7b49\u7ec4\u4ef6<\/li>\n<\/ul>\n\n\n\n<p>\u4ece\u7528\u9014\u4e0a\u6765\u5212\u5206\uff0c\u4ece\u4e0b\u81f3\u4e0a\u53ef\u4ee5\u5206\u4e3a\u91c7\u96c6\u5c42\u3001\u670d\u52a1\u5c42\u3001\u5c55\u793a\u5c42:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"514\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-12-1024x514.png\" alt=\"\" class=\"wp-image-18247\" style=\"width:482px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-12-1024x514.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-12-300x150.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-12-768x385.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-12-1536x771.png 1536w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-12-830x416.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-12-230x115.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-12-350x176.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-12-480x241.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-12.png 1830w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"963\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-14-1024x963.png\" alt=\"\" class=\"wp-image-18249\" style=\"width:462px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-14-1024x963.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-14-300x282.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-14-768x722.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-14-830x780.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-14-230x216.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-14-350x329.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-14-480x451.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2025\/07\/image-14.png 1474w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>","protected":false},"excerpt":{"rendered":"<p>\u8f6c\u8f7d\uff1a\u4e00\u5e45\u52a8\u56fe\uff0c\u641e\u5b9a Elasticsearch 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[&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23],"tags":[],"_links":{"self":[{"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts\/18232"}],"collection":[{"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=18232"}],"version-history":[{"count":6,"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts\/18232\/revisions"}],"predecessor-version":[{"id":18250,"href":"https:\/\/92it.top\/index.php?rest_route=\/wp\/v2\/posts\/18232\/revisions\/18250"}],"wp:attachment":[{"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=18232"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=18232"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/92it.top\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=18232"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}