{"id":40832,"date":"2023-11-23T07:15:30","date_gmt":"2023-03-13T00:52:40","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e7%94%b1%e4%ba%8e%e7%bb%8f%e9%aa%8c%e4%b8%b0%e5%af%8c%e5%9c%b0%e4%bd%bf%e7%94%a8elasticsearch%e7%9a%84%e4%b8%80%e5%b9%b4%ef%bc%8c%e6%88%91%e5%b0%86%e4%bb%8b%e7%bb%8d%e4%b8%80%e4%ba%9b%e6%95%99\/"},"modified":"2024-05-04T10:25:01","modified_gmt":"2024-05-04T02:25:01","slug":"%e7%94%b1%e4%ba%8e%e7%bb%8f%e9%aa%8c%e4%b8%b0%e5%af%8c%e5%9c%b0%e4%bd%bf%e7%94%a8elasticsearch%e7%9a%84%e4%b8%80%e5%b9%b4%ef%bc%8c%e6%88%91%e5%b0%86%e4%bb%8b%e7%bb%8d%e4%b8%80%e4%ba%9b%e6%95%99","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e7%94%b1%e4%ba%8e%e7%bb%8f%e9%aa%8c%e4%b8%b0%e5%af%8c%e5%9c%b0%e4%bd%bf%e7%94%a8elasticsearch%e7%9a%84%e4%b8%80%e5%b9%b4%ef%bc%8c%e6%88%91%e5%b0%86%e4%bb%8b%e7%bb%8d%e4%b8%80%e4%ba%9b%e6%95%99\/","title":{"rendered":"\u7531\u4e8e\u7ecf\u9a8c\u4e30\u5bcc\u5730\u4f7f\u7528Elasticsearch\u7684\u4e00\u5e74\uff0c\u6211\u5c06\u4ecb\u7ecd\u4e00\u4e9b\u6559\u7a0b"},"content":{"rendered":"

\u8fd9\u7bc7\u6587\u7ae0\u662f\u5173\u4e8e2020\u5e7412\u670821\u65e5\u7684Cloudworks\u5723\u8bde\u65e5\u5386\u3002<\/p>\n

\u9996\u5148<\/h2>\n

\u4f60\u597d\uff0c\u6211\u662f\u4eca\u5e74\u521d\u52a0\u5165\u4e91\u6e2f\u682a\u5f0f\u4f1a\u793e\u7684mayoxtuna(@mayoxtuna)\u3002
\n\u6211\u6700\u8fd1\u8ff7\u4e0a\u4e86\u4e00\u6b3e\u53eb\u505aApex Legends\u7684\u6218\u5730FPS\u6e38\u620f\u3002<\/p>\n

\"ad_01.png\"<\/div>\n

\u300aApex Legends\u300b\u662f\u4e00\u6b3e\u5728\u300a\u6cf0\u5766\u964d\u4e34\u300b\u6570\u767e\u5e74\u540e\u7684\u4e16\u754c\u4e2d\uff0c\u4f7f\u7528\u5404\u79cd\u88ab\u79f0\u4e3a\u201c\u4f20\u5947\u201d\u7684\u89d2\u8272\u8fdb\u884c3\u5bf93\u5bf9\u6218\u7684\u6e38\u620f\u3002
\n\u6700\u8fd1\uff0c\u5b83\u4e5f\u652f\u6301\u8de8\u5e73\u53f0\u6e38\u620f\uff0c\u56e0\u6b64\u53ef\u4ee5\u4e0ePS4\u548cXBox\u7684\u73a9\u5bb6\u4e00\u8d77\u6e38\u620f\u3002
\n\u4e00\u8d77\u6765\u73a9\u5427~\uff01<\/p>\n

\u4e0d\u662f…\u800c\u662f(\u5feb\u70b9\u8fdb\u5165\u6b63\u9898)…<\/p>\n

…)<\/p>\n

\u5f53\u56de\u987e2020\u5e74\u65f6\uff0c\u6211\u89c9\u5f97\u6211\u5728Elasticsearch\u4e0a\u505a\u5f97\u4e0d\u9519\uff0c\u6240\u4ee5\u60f3\u8981\u5206\u4eab\u4e00\u4e9b\u79ef\u7d2f\u7684\u7ecf\u9a8c\uff0c\u7ed9\u5927\u5bb6\u505a\u4e00\u4e2aElasticsearch\u7684\u6559\u7a0b\u3002<\/p>\n

\u5bf9\u4e8e\u90a3\u4e9b\u60f3\u5c1d\u8bd5Elasticsearch\u6216\u8005\u5bf9\u5b83\u611f\u5174\u8da3\u7684\u4eba\uff0c\u6216\u8bb8\u4f60\u53ea\u662f\u542c\u8fc7\u5b83\u7684\u540d\u5b57\uff0c\u60f3\u77e5\u9053\u5b83\u80fd\u505a\u4e9b\u4ec0\u4e48\uff1f\u8bf7\u52a1\u5fc5\u6765\u770b\u770b\u3002<\/p>\n

Elasticsearch\u7684\u7b80\u4ecb<\/h2>\n
\"undefined\"<\/div>\n

\u25ef Elasticsearch\u662f\u4ec0\u4e48\uff1f<\/h3>\n

\u4ece\u516c\u5f0f\u4e2d\u5f15\u7528\uff1a<\/p>\n

Elasticsearch \u5728\u9ad8\u901f\u53ef\u6269\u5c55\u4e14\u53ef\u7d22\u5f15\u591a\u6837\u5185\u5bb9\uff0c\u9002\u7528\u4e8e\u5e7f\u6cdb\u7684\u7528\u4f8b\u3002<\/p>\n

– \u5e94\u7528\u7a0b\u5e8f\u641c\u7d22
\n– \u7f51\u7ad9\u641c\u7d22
\n– \u4f01\u4e1a\u641c\u7d22
\n– \u65e5\u5fd7\u8bb0\u5f55\u548c\u5206\u6790
\n– \u57fa\u7840\u8bbe\u65bd\u6307\u6807\u548c\u5bb9\u5668\u76d1\u63a7
\n– \u5e94\u7528\u7a0b\u5e8f\u6027\u80fd\u76d1\u63a7\uff08APM\uff09
\n– \u5730\u7406\u7a7a\u95f4\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316
\n– \u5b89\u5168\u5206\u6790
\n– \u4e1a\u52a1\u5206\u6790<\/p><\/blockquote>\n

\u636e\u8bf4\u3002<\/p>\n

\u5982\u679c\u7528\u5e73\u6613\u7684\u8bed\u8a00\u6765\u8bf4\uff0c\u5b83\u5c31\u662f\u4e00\u6b3e\u5feb\u901f\u9ad8\u6548\u7684\u641c\u7d22\u5f15\u64ce\u3002<\/p>\n

\u25ef RDB\u548c\u4ec0\u4e48\u4e0d\u540c\uff1f<\/h3>\n

\u9996\u5148\uff0c\u5bf9\u4e8e\u5176\u672c\u8eab\u7684\u79f0\u547c\u5c31\u5b58\u5728\u5dee\u5f02\u3002<\/p>\n

\n
RDBElasticsearch\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u30c6\u30fc\u30d6\u30eb\u30bf\u30a4\u30d7\u30ab\u30e9\u30e0\u30d5\u30a3\u30fc\u30eb\u30c9\u30ec\u30b3\u30fc\u30c9\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/div>\n<\/div>\n

\u4f7f\u7528RESTful API\u800c\u4e0d\u662fSQL\u7684\u65b9\u5f0f\u6765\u6dfb\u52a0\u548c\u5220\u9664\u6570\u636e\uff0c\u6570\u636e\u4ee5JSON\u683c\u5f0f\u8fdb\u884c\u5904\u7406\u3002<\/p>\n

\u6700\u521d\u6211\u5bf9\u4e8e\u300c\u547c\u79f0\u4e0d\u540c\u3001\u4e0d\u518d\u4f7f\u7528SQL\u8bed\u53e5\u800c\u662fJSON\u683c\u5f0f\u8f93\u5165\u300d\u8fd9\u6837\u7684\u5dee\u5f02\u6709\u4e9b\u7591\u95ee\uff0c\u867d\u7136\u57fa\u672c\u4e0aRDB\u548c\u5b83\u7684\u6784\u5efa\u65b9\u5f0f\u76f8\u540c\uff0c\u53ea\u662f\u901f\u5ea6\u66f4\u5feb\u3002\u4f46\u662f\uff0cRDB\u5177\u6709\u4e30\u5bcc\u7684\u901a\u7528\u6027\u529f\u80fd\uff0cElasticsearch\u4e5f\u5728\u6a21\u4eff\u5176\u529f\u80fd\u6027\u6539\u8fdb\uff0c\u8ba9\u6211\u89c9\u5f97\u5b83\u6709\u70b9\u50cfRDB\u3002\u7136\u800c\uff0cElasticsearch\u4e13\u6ce8\u4e8e\u5168\u6587\u641c\u7d22\uff0c\u50cfAnalysis\u8fd9\u6837\u7684\u529f\u80fd\u5728RDB\u4e2d\u5219\u6ca1\u6709\u3002\u6b64\u5916\uff0c\u5728RDB\u4e2d\u5f88\u5c11\u4f7f\u7528\u591a\u4e2a\u6570\u636e\u5e93\uff0c\u4f46\u5728Elasticsearch\u4e2d\u5374\u5f88\u5e38\u89c1\u3002\u6b64\u5916\uff0c\u5982\u679c\u5728RDB\u4e2d\u5220\u9664\u6570\u636e\u5e93\u5728\u672c\u5730\u73af\u5883\u4e0b\u662f\u5f88\u5c11\u53d1\u751f\u7684\uff0c\u4f46\u662f\u5728Elasticsearch\u4e2d\u53ef\u4ee5\u5220\u9664\u4e0d\u9700\u8981\u7684\u7d22\u5f15\u3002\u6211\u8ba4\u4e3aRDB\u548cElasticsearch\u7684\u4f7f\u7528\u65b9\u5f0f\u867d\u7136\u76f8\u4f3c\uff0c\u4f46\u662f\u672c\u8d28\u4e0a\u8fd8\u662f\u6709\u6240\u5dee\u522b\u7684\u3002<\/p>\n

\u5173\u4e8e\u6570\u636e\u7684\u7ba1\u7406\u65b9\u6cd5<\/h3>\n

\u5728RDB\u4e2d\uff0c\u6211\u8ba4\u4e3a\u4e00\u4e2a\u6570\u636e\u5e93\u53ef\u4ee5\u62e5\u6709\u591a\u4e2a\u8868\uff0c\u800c\u5728Elasticsearch\u4e2d\uff0c\u53ef\u4ee5\u6839\u636e\u65f6\u95f4\u6216\u7528\u6237\u7b49\u6765\u521b\u5efa\u4e0d\u540c\u7684\u6570\u636e\u5e93\uff08\u7d22\u5f15\uff09\u3002
\n\u6362\u53e5\u8bdd\u8bf4\uff0c\u6ca1\u6709\u592a\u591a\u7c7b\u4f3c\u8868\u7684\u6982\u5ff5\u3002\u867d\u7136\u53ef\u4ee5\u901a\u8fc7\u7c7b\u578b\uff08Type\uff09\u6765\u5b9e\u73b0\uff0c\u4f46\u4eceElasticsearch 7\u5f00\u59cb\uff0c\u8d8a\u6765\u8d8a\u8d8b\u5411\u4e8e\u65e0\u7c7b\u578b\u5316\uff0c\u56e0\u6b64\u6211\u8ba4\u4e3a\u8fd9\u662fRDB\u548cElasticsearch\u4e4b\u95f4\u7684\u4e00\u4e2a\u91cd\u5927\u533a\u522b\u3002<\/p>\n

\u5728RDB\u4e2d\uff0c\u4e00\u4e2a\u6570\u636e\u5e93\u4e2d\u5305\u542b\u5de5\u4f5c\u548c\u7528\u6237\u4fe1\u606f\uff0c\u800c\u5728Elasticsearch\u4e2d\uff0c\u901a\u5e38\u4f1a\u5c06\u5de5\u4f5c\u548c\u7528\u6237\u4fe1\u606f\u5206\u5f00\u3002<\/p>\n

\u5728Elasticsearch\u4e2d\uff0c\u5e76\u975e\u5c06\u6240\u6709\u7684\u8868\u653e\u5728\u4e00\u4e2a\u6570\u636e\u5e93\u4e2d\uff0c\u800c\u662f\u5c06\u9700\u8981\u6700\u5c11\u7684\u53ef\u641c\u7d22\u5bf9\u8c61\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u6570\u636e\u5e93\u7684\u5f62\u5f0f\u3002<\/p>\n

\u5982\u679c\u60a8\u5e0c\u671b\u8fdb\u884c\u590d\u5408\u6761\u4ef6\u641c\u7d22\uff0c\u60a8\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u590d\u5408\u7d22\u5f15\u3002<\/p>\n

\u6b64\u5916\uff0c\u5728\u5173\u7cfb\u578b\u6570\u636e\u5e93\u4e2d\u4e0d\u4f1a\u6267\u884c\u6570\u636e\u5e93\u5220\u9664\u7b49\u64cd\u4f5c\uff0c\u4f46\u5728Elasticsearch\u4e2d\u53ef\u4ee5\u5220\u9664\u4e0d\u9700\u8981\u7684\u7d22\u5f15\u3002\u6839\u636e\u6570\u636e\u7684\u5b58\u50a8\u65b9\u5f0f\uff0c\u53ef\u80fd\u9700\u8981\u5b9a\u671f\u91cd\u65b0\u6784\u5efa\u7d22\u5f15\u7684\u60c5\u51b5\u4e5f\u5b58\u5728\u3002<\/p>\n

\u25ef \u9644\u52a0\u5185\u5bb9\uff1a\u5bf9\u4e8e\u6587\u672c\u5206\u6790\u7684\u5206\u6790\u7b49<\/h3>\n

\u5728RBD\u4e2d\uff0c\u6570\u636e\u4fdd\u6301\u4e0d\u53d8\uff0c\u4f46\u5728Elasticsearch\u4e2d\uff0c\u6587\u672c\u6570\u636e\u4f1a\u88ab\u62c6\u5206\uff0c\u8f6c\u6362\u5e76\u4fdd\u6301\u5728\u6240\u9700\u7684\u5f62\u5f0f\u4e2d\u3002<\/p>\n

\u8fdb\u884c\u6587\u672c\u5206\u6790\u5e76\u5c06\u5176\u8f6c\u5316\u4e3a\u6700\u4f73\u5f62\u5f0f\uff0c\u53ef\u4ee5\u8f7b\u677e\u5730\u63d0\u53d6\u76f8\u5173\u7684\u53e5\u5b50\u3002<\/p>\n

\u8fd9\u91cc\u4e0eRDB\u4e0d\u540c\uff0c\u662f\u975e\u5e38\u91cd\u8981\u4e14\u7f8e\u5473\u7684\u5730\u65b9\u3002<\/p>\n

\u5206\u6790\u5668\u7531\u5b57\u7b26\u8fc7\u6ee4\u5668\u3001\u6807\u8bb0\u5668\u548c\u4ee4\u724c\u8fc7\u6ee4\u5668\u8fd9\u4e09\u4e2a\u8981\u7d20\u7ec4\u6210\u3002<\/p>\n

\u53ef\u4ee5\u4f7f\u7528Kuromoji\u3001icu_normalize\u7b49\u7c7b\u4f3c\u7684\u5de5\u5177\u3002<\/p>\n

\u8bf7\u5141\u8bb8\u6211\u5ffd\u7565\u8fd9\u4e00\u70b9\u3002<\/p>\n

\u6587\u672c\u5206\u6790 | Elasticsearch \u53c2\u8003\u6587\u6863 [7.10] | \u5f39\u6027\u641c\u7d22<\/p>\n

\u6211\u5efa\u8bae\u60a8\u67e5\u770b\u5b98\u65b9\u6587\u6863\u4e86\u89e3\u8be6\u7ec6\u7684Elasticsearch\u89c4\u8303\u3002<\/p>\n

\u6587\u6863\u4e5f\u975e\u5e38\u8be6\u7ec6\uff0c\u53d1\u884c\u8bf4\u660e\u4e2d\u5199\u660e\u4e86\u66f4\u6539\u7684\u539f\u56e0\u7b49\u7b49\uff0c\u5f88\u5bb9\u6613\u9605\u8bfb\u3002<\/p>\n

\u51c6\u5907\u548c\u786e\u8ba4Elasticsearch\u7684\u64cd\u4f5c<\/h2>\n

\u4e3a\u4e86\u907f\u514d\u9ebb\u70e6\u7684\u5378\u8f7d\u8fc7\u7a0b\uff0c\u6211\u5c06\u4f7f\u7528docker\u8fdb\u884c\u5b89\u88c5\u3002<\/p>\n

\u4ee5\u4e0b\u662fElasticsearch\u5b89\u88c5\u7684\u8be6\u7ec6\u8bf4\u660e\uff0c\u63d0\u53d6\u4e86\u5173\u952e\u90e8\u5206\u3002<\/p>\n

    https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/7.9\/docker.html#docker<\/ul>\n

    \u8fd9\u4e2a\u4e5f\u5728Docker Hub\u4e0a\u516c\u5f00\u53d1\u5e03\u4e86\u3002<\/p>\n

      https:\/\/hub.docker.com\/r\/elastic\/elasticsearch\/<\/ul>\n

      \u6709\u5173Elasticsearch\u7684Docker\u955c\u50cf\uff0c\u6709\u5f00\u6e90\u7248\u672c\u548c\u975e\u5f00\u6e90\u7248\u672c\u53ef\u4f9b\u9009\u62e9\u3002<\/p>\n

        https:\/\/www.docker.elastic.co\/r\/elasticsearch\/elasticsearch-oss<\/ul>\n

        OSS\u7248\u672c\u4e2d\uff0c\u9ed8\u8ba4\u4e0d\u5305\u542bx-pack\u3002<\/p>\n

        \u5728\u672c\u5730\u8fdb\u884c\u9a8c\u8bc1\u65f6\uff0c\u7531\u4e8e\u4e0d\u9700\u8981x-pack\uff0c\u6211\u4eec\u5c06\u4f7f\u7528OSS\u7248\u3002<\/p>\n

        \u73af\u5883\u5efa\u8bbe<\/h3>\n

        \u6309\u7167\u516c\u5f0f\u7684\u65b9\u5f0f\u62c9\u53d6\u6700\u65b0\u7248\u672c\u7684Elasticsearch\u3002<\/p>\n

        \"ad_03.png\"<\/div>\n

        2. \u5c06\u8fdb\u884c\u542f\u52a8\u786e\u8ba4<\/p>\n

        \"image.png\"<\/div>\n

        3. \u5c1d\u8bd5\u70b9\u51fb\u8fdb\u5165<\/p>\n

        \"ad_05.png\"<\/div>\n

        \u6211\u5011\u5df2\u7d93\u78ba\u8a8d\u4e86\u555f\u52d5\u3002<\/p>\n

        \u5728\u7ec8\u7aef\u4e0a\u4f7f\u7528Ctrl+C\u6765\u7ec8\u6b62\u8fdb\u7a0b\u3002<\/p>\n

        \u628a\u5b83\u8f6c\u6362\u6210Dockerfile\u683c\u5f0f\u3002<\/p>\n

        \u4e3a\u4e86\u5b89\u88c5\u63d2\u4ef6\u7b49\u529f\u80fd\uff0c\u9700\u8981\u51c6\u5907\u4e00\u4e2aDockerfile\u3002
        \n\u4f5c\u4e3a\u5b89\u88c5\u9879\u76ee\uff0c\u6709\u53ef\u4ee5\u8fdb\u884c\u65e5\u8bed\u5206\u6790\u7684kuromoji\u7b49\u5de5\u5177\u3002<\/p>\n

        FROM docker.elastic.co\/elasticsearch\/elasticsearch-oss:7.9.3\r\n\r\nRUN elasticsearch-plugin install analysis-kuromoji && \\\r\n    elasticsearch-plugin install analysis-icu\r\n\r\nUSER elasticsearch\r\n<\/code><\/pre>\n
        5. \u51c6\u5907Kibana<\/p>\n
        \u7531\u4e8e\u5728\u5904\u7406Elasticsearch\u65f6\uff0c\u5728\u7ec8\u7aef\u4e0a\u4f7f\u7528JSON\u683c\u5f0f\u8fdb\u884c\u4ea4\u4e92\u975e\u5e38\u9ebb\u70e6\uff0c\u56e0\u6b64\u6211\u4eec\u8fd8\u5c06\u51c6\u5907Kibana\u3002<\/p>\n
        Kibana\u63d0\u4f9b\u4e86\u5728Elasticsearch\u4e2d\u7d22\u5f15\u7684\u6570\u636e\u641c\u7d22\u548c\u53ef\u89c6\u5316\u529f\u80fd\u3002<\/p>\n
        \"ad_06.png\"<\/div>\n
        \u521b\u5efadocker-compose.yml\u6587\u4ef6\u3002<\/p>\n
        \u7531\u4e8e\u9700\u8981\u5c06Kibana\u4e0eElasticsearch\u8fde\u63a5\u5e76\u6307\u5b9aDockerfile\uff0c\u6240\u4ee5\u9700\u8981\u51c6\u5907docker-compose.yml\u3002<\/p>\n
        \r\nversion<\/span>:<\/span> \"<\/span>3\"<\/span>\r\nservices<\/span>:<\/span>\r\n  elasticsearch-v7.9.3<\/span>:<\/span>\r\n    container_name<\/span>:<\/span> \"<\/span>elasticsearch\"<\/span>\r\n    build<\/span>:<\/span>\r\n      context<\/span>:<\/span> .<\/span>\r\n      dockerfile<\/span>:<\/span> .\/Dockerfile<\/span>\r\n    environment<\/span>:<\/span>\r\n      -<\/span> discovery.type=single-node<\/span>\r\n      -<\/span> bootstrap.memory_lock=true<\/span>\r\n      -<\/span> logger.deprecation.level=debug<\/span>\r\n      -<\/span> \"<\/span>ES_JAVA_OPTS=-Xms512m<\/span> -Xmx512m\"<\/span>\r\n    ulimits<\/span>:<\/span>\r\n      memlock<\/span>:<\/span>\r\n        soft<\/span>:<\/span> -1<\/span>\r\n        hard<\/span>:<\/span> -1<\/span>\r\n    ports<\/span>:<\/span>\r\n      -<\/span> \"<\/span>9200:9200\"<\/span>\r\n    volumes<\/span>:<\/span>\r\n      -<\/span> elasticsearch-v7.9.3-data:\/usr\/share\/elasticsearch\/data<\/span>\r\n\r\n  kibana-v7.9.3<\/span>:<\/span>\r\n    image<\/span>:<\/span> docker.elastic.co\/kibana\/kibana-oss:7.9.3<\/span>\r\n    ports<\/span>:<\/span>\r\n      -<\/span> \"<\/span>5601:5601\"<\/span>\r\n    restart<\/span>:<\/span> always<\/span>\r\n    environment<\/span>:<\/span>\r\n      -<\/span> \"<\/span>ELASTICSEARCH_HOSTS=http:\/\/elasticsearch:9200\"<\/span>\r\n\r\nvolumes<\/span>:<\/span>\r\n  elasticsearch-v7.9.3-data<\/span>:<\/span>\r\n    driver<\/span>:<\/span> local<\/span>\r\n<\/code><\/pre>\n
        8. \u542f\u52a8\u5e76\u786e\u8ba4<\/p>\n
        \"ad_07.png\"<\/div>\n
        \u6210\u529f\u5373\u5c06\u6d4f\u89c8\u5230\u4ee5\u4e0b\u9875\u9762\uff0c\u8bf7\u8bbf\u95ee http:\/\/localhost:5601\u3002<\/p>\n
        \"ad_08.png\"<\/div>\n
        \u73af\u5883\u5df2\u7ecf\u642d\u5efa\u5b8c\u6bd5\uff0c\u8f9b\u82e6\u4e86\u3002<\/p>\n
        \u4f7f\u7528\u65b9\u6cd5\u7b80\u5355\u8bf4\u660e<\/h3>\n
        \u9996\u5148\uff0c\u8ba9\u6211\u4eec\u6253\u5f00\u5f00\u53d1\u5de5\u5177\u3002<\/p>\n
          \u70b9\u51fb\u5c4f\u5e55\u53f3\u4e0a\u65b9\u7684\u4e09\u4e2a\u56fe\u6807<\/ol>\n
          \"ad_09.png\"<\/div>\n
            \u70b9\u51fb\u5f00\u53d1\u5de5\u5177<\/ol>\n
            \"ad_10.png\"<\/div>\n
            \u60a8\u53ef\u4ee5\u901a\u8fc7\u6b64\u754c\u9762\u5411Elasticsearch\u6295\u5165\u3001\u68c0\u7d22\u548c\u5220\u9664\u6570\u636e\uff08\u4f7f\u7528POST\/GET\/DELETE\u65b9\u6cd5\uff09\u3002<\/p>\n
            \u8ba9\u6211\u4eec\u8bd5\u8bd5\u53c2\u8003\u4e00\u4e0b\u3002\u8bf7\u5c06\u4ee5\u4e0b\u6587\u672c\u7c98\u8d34\u8fc7\u6765\u3002<\/p>\n
            GET _cat\/aliases\r\n<\/code><\/pre>\n
            \u901a\u8fc7\u6309\u4e0b\u4ee5\u4e0b\u90e8\u5206\u5373\u53ef\u6267\u884c\u3002
            \n\u6216\u8005\u53ef\u4ee5\u901a\u8fc7 \u2318+ENTER \u6765\u6267\u884c\u3002<\/p>\n
            \"ad_11.png\"<\/div>\n
            \u5f53\u6267\u884c\u5b8c\u6210\u540e\uff0c\u7ed3\u679c\u5c06\u5728\u53f3\u4fa7\u8f93\u51fa\u3002<\/p>\n
            \u8ba9\u6211\u4eec\u4eb2\u81ea\u4f53\u9a8c\u4e00\u4e0bElasticsearch\u3002<\/h2>\n
            \u521b\u5efa\u4e00\u4e2a\u7a7a\u7684\u7d22\u5f15<\/h3>\n
            \u8981\u521b\u5efa\u7d22\u5f15\uff0c\u5e94\u4f7f\u7528PUT\u800c\u4e0d\u662fPOST\u3002<\/p>\n
            \u8ba9\u6211\u4eec\u590d\u5236\u7c98\u8d34\u4ee5\u4e0b\u7684\u6587\u672c\u5e76\u8fd0\u884c\u5b83\u3002<\/p>\n
            PUT job_offers\r\n<\/code><\/pre>\n
            \u53ea\u8981\u8fd4\u56de\u5982\u4e0b\u8fd9\u6837\u7684\u5185\u5bb9\u5c31\u8868\u793a\u6210\u529f\u3002<\/p>\n
            {\r\n  \"acknowledged\" : true,\r\n  \"shards_acknowledged\" : true,\r\n  \"index\" : \"job_offers\"\r\n}\r\n<\/code><\/pre>\n
            \u68c0\u67e5\u6307\u6570<\/h3>\n
            \u57fa\u672c\u4e0a\uff0c\u6240\u6709\u7684\u53c2\u8003\u7cfb\u64cd\u4f5c\u90fd\u53ef\u4ee5\u4f7f\u7528GET\u65b9\u6cd5\u5b8c\u6210\u3002<\/p>\n
            \u8ba9\u6211\u4eec\u5b9e\u9645\u786e\u8ba4\u5df2\u521b\u5efa\u7684\u7d22\u5f15\u3002<\/p>\n
            \u8ba9\u6211\u4eec\u590d\u5236\u7c98\u8d34\u4ee5\u4e0b\u7684\u6587\u672c\u5e76\u6267\u884c\u4e00\u4e0b\u3002<\/p>\n
            \r\nGET _cat\/indices\r\n\r\n<\/code><\/pre>\n
            \u5c06\u8fd4\u56de\u4ee5\u4ee5\u4e0b\u5f62\u5f0f\u7684\u5bf9\u8c61\u3002<\/p>\n
            yellow open job_offers Y99rqJqOSQ6RHnnmOG8jow 1 1  0  0   208b   208b\r\ngreen  open .kibana_1  3WOY-fXOSiGGCyX8qwEo-A 1 0 13 19 46.2kb 46.2kb\r\n<\/code><\/pre>\n
            \u65e2\u7136\u786e\u8ba4\u4e86\u5b83\u770b\u8d77\u6765\u662f\u4eba\u9020\u7684\uff0c\u6211\u4eec\u5c31\u6765\u770b\u4e00\u4e0b\u8fd9\u4e2a\u7d22\u5f15\u7684\u8be6\u7ec6\u4fe1\u606f\u5427\u3002<\/p>\n
            \u8ba9\u6211\u4eec\u590d\u5236\u5e76\u6267\u884c\u4ee5\u4e0b\u8bed\u53e5\u3002<\/p>\n
            GET job_offers\r\n<\/code><\/pre>\n
            \u4f1a\u8fd4\u56de\u4ee5\u4e0b\u7c7b\u4f3c\u7684\u683c\u5f0f\u3002<\/p>\n
            {<\/span>\r\n  \"job_offers\"<\/span> :<\/span> {<\/span>\r\n    \"aliases\"<\/span> :<\/span> {<\/span> },<\/span>\r\n    \"mappings\"<\/span> :<\/span> {<\/span> },<\/span>\r\n    \"settings\"<\/span> :<\/span> {<\/span>\r\n      \"index\"<\/span> :<\/span> {<\/span>\r\n        \"creation_date\"<\/span> :<\/span> \"1607079649046\"<\/span>,<\/span>\r\n        \"number_of_shards\"<\/span> :<\/span> \"1\"<\/span>,<\/span>\r\n        \"number_of_replicas\"<\/span> :<\/span> \"1\"<\/span>,<\/span>\r\n        \"uuid\"<\/span> :<\/span> \"Y99rqJqOSQ6RHnnmOG8jow\"<\/span>,<\/span>\r\n        \"version\"<\/span> :<\/span> {<\/span>\r\n          \"created\"<\/span> :<\/span> \"7090399\"<\/span>\r\n        },<\/span>\r\n        \"provided_name\"<\/span> :<\/span> \"job_offers\"<\/span>\r\n      }<\/span>\r\n    }<\/span>\r\n  }<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
            \u56e0\u4e3a\u8fd8\u6ca1\u6709\u521b\u5efa\u6570\u636e\u5e93\uff0c\u6240\u4ee5\u8fd8\u6ca1\u6709\u4efb\u4f55\u6570\u636e\u3002<\/p>\n
            \u5220\u9664\u5df2\u521b\u5efa\u7684\u7d22\u5f15<\/h3>\n
            \u5bf9\u4e0d\u8d77\uff0c\u6211\u521a\u521a\u505a\u597d\u4e86\uff0c\u4f46\u8ba9\u6211\u4eec\u5c1d\u8bd5\u5220\u9664\u5b83\u3002<\/p>\n
            \u5982\u679c\u5728\u5173\u7cfb\u6570\u636e\u5e93\uff08\u5982RDB\uff09\u4e2d\u968f\u610f\u5220\u9664\u6570\u636e\u53ef\u80fd\u4f1a\u8ba9\u4eba\u611f\u5230\u6050\u60e7\uff0c\u4f46\u5728Elasticsearch\u4e2d\uff0c\u7d22\u5f15\u7684\u5220\u9664\u7b49\u64cd\u4f5c\u901a\u5e38\u90fd\u6bd4\u8f83\u968f\u610f\u3002<\/p>\n
            \u56e0\u4e3a\u6b63\u5982\u524d\u6587\u6240\u8ff0\uff0c\u7531\u4e8e\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7b49\u65b9\u9762\u7684\u6301\u6709\u65b9\u5f0f\u601d\u7ef4\u5b8c\u5168\u4e0d\u540c\u3002<\/p>\n
            \u8ba9\u6211\u4eec\u590d\u5236\u5e76\u6267\u884c\u4ee5\u4e0b\u6587\u672c\u3002<\/p>\n
            DELETE job_offers\r\n<\/code><\/pre>\n
            \u5c06\u8fd4\u56de\u4ee5\u4e0b\u683c\u5f0f\u7684\u5185\u5bb9\u3002<\/p>\n
            {<\/span>\r\n  \"acknowledged\"<\/span> :<\/span> true<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
            \u8ba9\u6211\u4eec\u4ee5\u540c\u6837\u7684\u65b9\u5f0f\u67e5\u770b\u7d22\u5f15\u5217\u8868\u5427\u3002<\/p>\n
            \u8ba9\u6211\u4eec\u5c1d\u8bd5\u590d\u5236\u5e76\u6267\u884c\u4e0b\u9762\u7684\u6587\u672c\u3002<\/p>\n
            GET _cat\/indices\r\n<\/code><\/pre>\n
            \u5c06\u8fd4\u56de\u4ee5\u4e0b\u7c7b\u4f3c\u7684\u683c\u5f0f\u3002<\/p>\n
            green open .kibana_1 3WOY-fXOSiGGCyX8qwEo-A 1 0 21 0 23.3kb 23.3kb\r\n<\/code><\/pre>\n
            \u548c\u4e4b\u524d\u4e0d\u540c\uff0c\u73b0\u5728\u53ea\u5269\u4e0b\u4e00\u4e2a\u4e86\u3002<\/p>\n
            \u7531\u65bc\u88fd\u4f5c\u8207\u522a\u9664\u7684\u6b65\u9a5f\u5df2\u7d93\u5b8c\u6210\uff0c\u63a5\u4e0b\u4f86\u6211\u5011\u5c07\u8aaa\u660e\u5be6\u969b\u63d2\u5165\u4e26\u67e5\u770b\u6578\u64da\u7684\u6d41\u7a0b\u3002<\/p>\n
            \u521b\u5efa\u6570\u636e<\/h3>\n
            \u7d22\u5f15\u53ef\u4ee5\u5177\u6709\u4e00\u4e2a\u6216\u591a\u4e2a\u7c7b\u578b\u3002
            \n\u6bcf\u4e2a\u6587\u6863\u90fd\u88ab\u5206\u914d\u4e86\u4e00\u4e2a\u552f\u4e00\u7684\u6807\u8bc6\u7b26(ID)\u3002<\/p>\n
            \u987a\u4fbf\u63d0\u4e00\u4e0b\uff0c\u5728Elasticsearch\u4e2d\uff0c\u6211\u4eec\u4e0d\u9700\u8981\u9884\u5148\u5b9a\u4e49\u7c7b\u4f3c\u4e8e\u8868\u5b9a\u4e49\u7684mapping\uff0c\u53ea\u9700\u76f4\u63a5\u8f93\u5165\u6570\u636e\uff0c\u5b83\u4f1a\u81ea\u52a8\u89e3\u91ca\u5e76\u4fdd\u5b58\u4e3a\u6570\u636e\u3002<\/p>\n
            \u592a\u68d2\u4e86\uff01<\/p>\n
            \u7136\u800c\uff0c\u5982\u679c\u5728\u8fdb\u884cPOST\u65f6\u6307\u5b9a\u4e86\u4e0d\u6b63\u786e\u7684\u7c7b\u578b\u5e76\u4e14\u63d2\u5165\u4e86\u6570\u636e\uff0c\u5b83\u5c06\u88ab\u63a5\u53d7\uff0c\u56e0\u6b64\u9700\u8981\u6ce8\u610f\u8fd9\u4e00\u70b9\u3002<\/p>\n
            \u53e6\u5916\uff0c\u7531\u4e8e\u4f1a\u88ab\u5f3a\u5236\u6307\u5b9a\u7c7b\u578b\uff0c\u53ef\u80fd\u4f1a\u4e0e\u81ea\u5df1\u6240\u60f3\u7684\u4e0d\u540c\u3002<\/p>\n
            \u73b0\u5728\u5e94\u8be5\u505c\u6b62\u4f7f\u7528\u8fd9\u79cd\u65b9\u6cd5\uff0c\u56e0\u4e3a\u5b83\u5df2\u88ab\u660e\u786e\u6307\u5b9a\u4e3a\u4e0d\u63a8\u8350\u4f7f\u7528\u7684\u3002<\/p>\n
            \u56e0\u6b64\uff0c\u6211\u5e0c\u671b\u672c\u6b21\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u8fdb\u884c\u4e8b\u5148\u5b9a\u4e49\u5e76\u63d2\u5165\u7684\u65b9\u5f0f\u6765\u63a8\u8fdb\u3002<\/p>\n
            \u90a3\u4e48\uff0c\u6211\u4eec\u7acb\u523b\u5f00\u59cb\uff0c\u8fd9\u6b21\u6211\u4eec\u5c06\u5236\u4f5c\u5982\u4e0b\u6240\u793a\u7684\u5185\u5bb9\u3002<\/p>\n
            \u8ba9\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a”qiita”\u7684\u7d22\u5f15\uff0c\u5e76\u5c06\u6807\u9898\uff08title\uff09\u3001\u63cf\u8ff0\uff08description\uff09\u548c\u7528\u6237\u540d\uff08screen_name\uff09\u653e\u8fdb\u53bb\u3002
            \n\u7136\u540e\uff0c\u8ba9\u6211\u4eec\u5c06ID\u8bbe\u7f6e\u4e3a2434\u3002
            \n\uff08\u7531\u4e8e\u7528\u6587\u5b57\u8868\u793a\u7ed3\u6784\u5173\u7cfb\u4f1a\u6709\u70b9\u590d\u6742\uff0c\u6211\u4eec\u5c06\u4f7f\u7528JSON\u6765\u8868\u793a\u3002\uff09<\/p>\n
            {\r\n  qiita: {\r\n    _doc: {\r\n      title: \"\u30a2\u30c9\u30d9\u30f3\u30c8\u30ab\u30ec\u30f3\u30c0\u30fcxx\u65e5\u76ee\u306e\u30bf\u30a4\u30c8\u30eb\",\r\n      description: \"\u3069\u3046\u3082\u521d\u3081\u307e\u3057\u3066\u3002xx\u3068\u7533\u3057\u307e\u3059\u3002\",\r\n      screen_name: \"k-waragai\"\r\n    }\r\n  }\r\n}\r\n<\/code><\/pre>\n
            \u8ba9\u6211\u4eec\u5c1d\u8bd5\u590d\u5236\u7c98\u8d34\u4ee5\u4e0b\u6587\u672c\u5e76\u6267\u884c\uff0c\u4ee5\u8868\u8fbe\u8fd9\u6837\u7684\u5185\u5bb9\u3002<\/p>\n
            \u9996\u5148\uff0c\u521b\u5efa\u7d22\u5f15\u3002<\/p>\n
            \u8ba9\u6211\u4eec\u5c1d\u8bd5\u590d\u5236\u5e76\u6267\u884c\u4ee5\u4e0b\u6587\u672c\u3002<\/p>\n
            PUT qiita\r\n<\/code><\/pre>\n
            2. mapping\u7684\u5b9a\u4e49<\/p>\n
            2. \u6620\u5c04\u7684\u5b9a\u4e49<\/p>\n
            \u8ba9\u6211\u4eec\u590d\u5236\u5e76\u8fd0\u884c\u4ee5\u4e0b\u53e5\u5b50\u3002<\/p>\n
            PUT qiita\/_mapping\/\r\n{\r\n  \"properties\" : {\r\n    \"title\" : {\r\n      \"type\" : \"text\"\r\n    },\r\n    \"description\" : {\r\n      \"type\" : \"text\"\r\n    },\r\n    \"screen_name\" : {\r\n      \"type\" : \"text\"\r\n    }\r\n  }\r\n}\r\n<\/code><\/pre>\n
            \u8fd9\u91cc\u6709\u4e00\u4e2a\u8865\u5145\u8bf4\u660e\u3002
            \n\u5728Elasticsearch 6\u7248\u672c\u4e4b\u524d\uff0c\u53ef\u4ee5\u901a\u8fc7\u6307\u5b9a\u7c7b\u4f3cqiita\/article\/2434\u7684\u65b9\u5f0f\u6765\u6307\u5b9a\u7c7b\u578b\u540d\u79f0\uff0c\u4f46\u662f\u4eceElasticsearch 7\u7248\u672c\u5f00\u59cb\uff0c\u7c7b\u578b\u88ab\u5f03\u7528\uff0c\u5e76\u4e14\u9700\u8981\u6dfb\u52a0include_type_name=true\u9009\u9879\u6765\u8fdb\u884c\u6307\u5b9a\u3002\u987a\u4fbf\u8bf4\u4e00\u4e0b\uff0c\u8fd9\u4e5f\u662f\u4e0d\u63a8\u8350\u7684\uff0c\u5c06\u6765\u4f1a\u88ab\u79fb\u9664\u3002
            \n\u56e0\u6b64\uff0c\u5982\u679c\u4e0d\u6307\u5b9a\u7684\u8bdd\uff0c\u5c06\u4f1a\u81ea\u52a8\u9644\u52a0”_doc”\u3002
            \n\u56e0\u6b64\uff0c\u5c06\u4f1a\u53d8\u6210qiita\/_doc\/2434\u8fd9\u6837\u7684\u5f62\u5f0f\u3002<\/p>\n
            \u4ee5\u4e0b\u662f\u5bf9\u4e8emapping\u7684\u4e00\u4e9b\u53d8\u66f4\u7684\u4f8b\u5b50\u3002<\/p>\n
              before<\/ul>\n
              {<\/span>\r\n  \"mappings\"<\/span>:<\/span> {<\/span>\r\n    \"article\"<\/span>:<\/span> {<\/span>\r\n      \"properties\"<\/span> :<\/span> {<\/span>\r\n        \"title\"<\/span> :<\/span> {<\/span>\r\n          \"type\"<\/span> :<\/span> \"text\"<\/span>\r\n        },<\/span>\r\n        \"description\"<\/span> :<\/span> {<\/span>\r\n          \"type\"<\/span> :<\/span> \"text\"<\/span>\r\n        },<\/span>\r\n        \"screen_name\"<\/span> :<\/span> {<\/span>\r\n          \"type\"<\/span> :<\/span> \"text\"<\/span>\r\n        }<\/span>\r\n      }<\/span>\r\n    }<\/span>\r\n  }<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
                after<\/ul>\n
                {<\/span>\r\n  \"mappings\"<\/span>:<\/span> {<\/span>\r\n    \"_doc\"<\/span>:<\/span> {<\/span>\r\n      \"properties\"<\/span> :<\/span> {<\/span>\r\n        \"title\"<\/span> :<\/span> {<\/span>\r\n          \"type\"<\/span> :<\/span> \"text\"<\/span>\r\n        },<\/span>\r\n        \"description\"<\/span> :<\/span> {<\/span>\r\n          \"type\"<\/span> :<\/span> \"text\"<\/span>\r\n        },<\/span>\r\n        \"screen_name\"<\/span> :<\/span> {<\/span>\r\n          \"type\"<\/span> :<\/span> \"text\"<\/span>\r\n        }<\/span>\r\n      }<\/span>\r\n    }<\/span>\r\n  }<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
                \u867d\u7136\u591a\u5b57\u6bb5\u4e5f\u662f\u53ef\u80fd\u7684\uff0c\u4f46\u7531\u4e8e\u8fd9\u4f1a\u589e\u52a0\u590d\u6742\u6027\uff0c\u6240\u4ee5\u51cf\u5c11\u7d22\u5f15\u7684\u4f5c\u7528\uff0c\u6211\u8ba4\u4e3a\u8fd9\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u66f4\u65b0\u3002<\/p>\n
                \u73b0\u5728\u6211\u4eec\u5b8c\u6210\u4e86\u8865\u5145\u3002\u7531\u4e8e\u5df2\u7ecf\u5b9a\u4e49\u4e86\u6620\u5c04\uff0c\u8ba9\u6211\u4eec\u6765\u786e\u8ba4\u4e00\u4e0b\u6620\u5c04\u662f\u5426\u6b63\u786e\u3002<\/p>\n
                3. \u786e\u8ba4\u6620\u5c04<\/p>\n
                \u8ba9\u6211\u4eec\u8bd5\u7740\u590d\u5236\u7c98\u8d34\u4ee5\u4e0b\u7684\u6587\u672c\u5e76\u6267\u884c\u3002<\/p>\n
                GET qiita\/_mapping\r\n<\/code><\/pre>\n
                \u5c06\u4ee5\u4ee5\u4e0b\u7684\u5f62\u5f0f\u8fd4\u56de\u3002<\/p>\n
                {<\/span>\r\n  \"qiita\"<\/span> :<\/span> {<\/span>\r\n    \"mappings\"<\/span> :<\/span> {<\/span>\r\n      \"properties\"<\/span> :<\/span> {<\/span>\r\n        \"title\"<\/span> :<\/span> {<\/span>\r\n          \"type\"<\/span> :<\/span> \"text\"<\/span>\r\n        },<\/span>\r\n        \"description\"<\/span> :<\/span> {<\/span>\r\n          \"type\"<\/span> :<\/span> \"text\"<\/span>\r\n        },<\/span>\r\n        \"screen_name\"<\/span> :<\/span> {<\/span>\r\n          \"type\"<\/span> :<\/span> \"text\"<\/span>\r\n        }<\/span>\r\n      }<\/span>\r\n    }<\/span>\r\n  }<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
                \u4f60\u5f88\u597d\u5730\u63cf\u8ff0\u4e86\u6307\u5b9a\u4e3atype\u7684\u6587\u672c\u5185\u5bb9\u3002<\/p>\n
                \u8bf7\u67e5\u9605\u6b64\u5904\u6709\u5173\u4e8etype\u7684\u5185\u5bb9\u3002<\/p>\n
                  Field data types | Elasticsearch Reference [7.10] | Elastic<\/ul>\n
                  4. \u63d2\u5165\u6570\u636e<\/p>\n
                  \u8ba9\u6211\u4eec\u590d\u5236\u5e76\u6267\u884c\u4e0b\u9762\u7684\u53e5\u5b50\u3002<\/p>\n
                  \u8acb\u6ce8\u610f\u662f\u4f7f\u7528PUT\u65b9\u6cd5\u800c\u4e0d\u662fPOST\u65b9\u6cd5\u3002<\/p>\n
                  PUT qiita\/_doc\/2434\r\n{\r\n  \"title\": \"\u30a2\u30c9\u30d9\u30f3\u30c8\u30ab\u30ec\u30f3\u30c0\u30fcxx\u65e5\u76ee\u306e\u30bf\u30a4\u30c8\u30eb\",\r\n  \"description\": \"\u3069\u3046\u3082\u521d\u3081\u307e\u3057\u3066\u3002xx\u3068\u7533\u3057\u307e\u3059\u3002\",\r\n  \"screen_name\": \"k-waragai\"\r\n} \r\n<\/code><\/pre>\n
                  \u4ee5\u4e0b\u5c06\u8fd4\u56de\u8fd9\u6837\u7684\u683c\u5f0f\u3002<\/p>\n
                  {<\/span>\r\n  \"_index\"<\/span> :<\/span> \"qiita\"<\/span>,<\/span>\r\n  \"_type\"<\/span> :<\/span> \"_doc\"<\/span>,<\/span>\r\n  \"_id\"<\/span> :<\/span> \"2434\"<\/span>,<\/span>\r\n  \"_version\"<\/span> :<\/span> 1<\/span>,<\/span>\r\n  \"result\"<\/span> :<\/span> \"created\"<\/span>,<\/span>\r\n  \"_shards\"<\/span> :<\/span> {<\/span>\r\n    \"total\"<\/span> :<\/span> 2<\/span>,<\/span>\r\n    \"successful\"<\/span> :<\/span> 1<\/span>,<\/span>\r\n    \"failed\"<\/span> :<\/span> 0<\/span>\r\n  },<\/span>\r\n  \"_seq_no\"<\/span> :<\/span> 0<\/span>,<\/span>\r\n  \"_primary_term\"<\/span> :<\/span> 1<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
                  \u770b\u8d77\u6765\u5f88\u987a\u5229\u5730\u63d2\u5165\u4e86\u3002<\/p>\n
                  \u8ba9Elasticsearch\u8d1f\u8d23\u63d2\u5165_id\uff0c\u6765\u8bd5\u4e00\u8bd5\u3002<\/p>\n
                  \u8ba9\u6211\u4eec\u590d\u5236\u5e76\u6267\u884c\u4ee5\u4e0b\u6587\u672c\u3002<\/p>\n
                  \u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u4e0e\u4e4b\u524d\u60c5\u51b5\u4e0d\u540c\uff0c\u8fd9\u91cc\u4f7f\u7528\u7684\u662fPOST\u800c\u4e0d\u662fPUT\u65b9\u6cd5\u3002<\/p>\n
                  POST qiita\/_doc\/\r\n{\r\n  \"title\": \"Elasticsearch\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u66f8\u3044\u3066\u307f\u305f\",\r\n  \"description\": \"\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u3059\u3002\u307f\u3093\u306a\u898b\u3066\u306d\u3002\",\r\n  \"screen_name\": \"mayoxmayo\"\r\n} \r\n<\/code><\/pre>\n
                  \u5c06\u8fd4\u56de\u4ee5\u4e0b\u683c\u5f0f\u7684\u5185\u5bb9\u3002<\/p>\n
                  {<\/span>\r\n  \"_index\"<\/span> :<\/span> \"qiita\"<\/span>,<\/span>\r\n  \"_type\"<\/span> :<\/span> \"_doc\"<\/span>,<\/span>\r\n  \"_id\"<\/span> :<\/span> \"J32eLXYB4YEI6IRIxT4f\"<\/span>,<\/span>\r\n  \"_version\"<\/span> :<\/span> 1<\/span>,<\/span>\r\n  \"result\"<\/span> :<\/span> \"created\"<\/span>,<\/span>\r\n  \"_shards\"<\/span> :<\/span> {<\/span>\r\n    \"total\"<\/span> :<\/span> 2<\/span>,<\/span>\r\n    \"successful\"<\/span> :<\/span> 1<\/span>,<\/span>\r\n    \"failed\"<\/span> :<\/span> 0<\/span>\r\n  },<\/span>\r\n  \"_seq_no\"<\/span> :<\/span> 1<\/span>,<\/span>\r\n  \"_primary_term\"<\/span> :<\/span> 1<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
                  \u4e0e\u5148\u524d\u4e0d\u540c\uff0c_id\u5b57\u6bb5\u88ab\u8d4b\u4e88\u4e86\u4e00\u4e2a\u968f\u673a\u7684\u82f1\u6570\u5b57\u503c\u3002
                  \n\u7531\u4e8e\u8fd9\u4e2a_id\u662f\u552f\u4e00\u7684\u503c\uff0c\u6240\u4ee5\u65e0\u8bba\u54ea\u4e2a\u503c\u90fd\u53ef\u4ee5\uff0c\u53ea\u8981\u4e0d\u91cd\u590d\u5373\u53ef\u3002<\/p>\n
                  \u8ba9\u6211\u4eec\u6765\u770b\u4e00\u4e0b\u63d2\u5165\u7684\u6570\u636e\u7684\u8be6\u7ec6\u4fe1\u606f\u3002<\/p>\n
                  5. \u5355\u72ec\u67e5\u770b\u6570\u636e\u3002<\/p>\n
                  \u8ba9\u6211\u4eec\u590d\u5236\u5e76\u6267\u884c\u4ee5\u4e0b\u6587\u672c\u3002<\/p>\n
                  GET qiita\/_doc\/2434\r\n<\/code><\/pre>\n
                  \u4ee5\u4e0b\u63d0\u4f9b\u7684\u5f62\u5f0f\u5982\u4e0b\u3002<\/p>\n
                  {<\/span>\r\n  \"_index\"<\/span> :<\/span> \"qiita\"<\/span>,<\/span>\r\n  \"_type\"<\/span> :<\/span> \"_doc\"<\/span>,<\/span>\r\n  \"_id\"<\/span> :<\/span> \"2434\"<\/span>,<\/span>\r\n  \"_version\"<\/span> :<\/span> 1<\/span>,<\/span>\r\n  \"_seq_no\"<\/span> :<\/span> 0<\/span>,<\/span>\r\n  \"_primary_term\"<\/span> :<\/span> 1<\/span>,<\/span>\r\n  \"found\"<\/span> :<\/span> true<\/span>,<\/span>\r\n  \"_source\"<\/span> :<\/span> {<\/span>\r\n    \"title\"<\/span> :<\/span> \"\u30a2\u30c9\u30d9\u30f3\u30c8\u30ab\u30ec\u30f3\u30c0\u30fcxx\u65e5\u76ee\u306e\u30bf\u30a4\u30c8\u30eb\"<\/span>,<\/span>\r\n    \"description\"<\/span> :<\/span> \"\u3069\u3046\u3082\u521d\u3081\u307e\u3057\u3066\u3002xx\u3068\u7533\u3057\u307e\u3059\u3002\"<\/span>,<\/span>\r\n    \"screen_name\"<\/span> :<\/span> \"k-waragai\"<\/span>\r\n  }<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
                  \u6211\u4eec\u8fd8\u53ef\u4ee5\u518d\u786e\u8ba4\u4e00\u4ef6\u4e8b\u60c5\u3002<\/p>\n
                  \u8ba9\u6211\u4eec\u590d\u5236\u5e76\u6267\u884c\u4ee5\u4e0b\u6587\u672c\u3002<\/p>\n
                  \u203b \u6b64\u5904\u6307\u5b9a\u7684\u968f\u673a\u5b57\u7b26\u4e32\u6307\u7684\u662f\u5728POST\u65f6\u751f\u6210\u5e76\u8fd4\u56de\u7684_id\u3002<\/p>\n
                  GET qiita\/_doc\/J32eLXYB4YEI6IRIxT4f\r\n<\/code><\/pre>\n
                  \u4ee5\u4e0b\u662f\u8fd4\u56de\u7684\u5f62\u5f0f\u3002<\/p>\n
                  {<\/span>\r\n  \"_index\"<\/span> :<\/span> \"qiita\"<\/span>,<\/span>\r\n  \"_type\"<\/span> :<\/span> \"_doc\"<\/span>,<\/span>\r\n  \"_id\"<\/span> :<\/span> \"J32eLXYB4YEI6IRIxT4f\"<\/span>,<\/span>\r\n  \"_version\"<\/span> :<\/span> 1<\/span>,<\/span>\r\n  \"_seq_no\"<\/span> :<\/span> 1<\/span>,<\/span>\r\n  \"_primary_term\"<\/span> :<\/span> 1<\/span>,<\/span>\r\n  \"found\"<\/span> :<\/span> true<\/span>,<\/span>\r\n  \"_source\"<\/span> :<\/span> {<\/span>\r\n    \"title\"<\/span> :<\/span> \"Elasticsearch\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u66f8\u3044\u3066\u307f\u305f\"<\/span>,<\/span>\r\n    \"description\"<\/span> :<\/span> \"\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u3059\u3002\u307f\u3093\u306a\u898b\u3066\u306d\u3002\"<\/span>,<\/span>\r\n    \"screen_name\"<\/span> :<\/span> \"mayoxmayo\"<\/span>\r\n  }<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
                  \u5982\u679c\u60f3\u5168\u90e8\u53d6\u51fa\u7684\u8bdd\uff0c\u8bf7\u6309\u7167\u4ee5\u4e0b\u65b9\u5f0f\u8fdb\u884c\u64cd\u4f5c\u3002<\/p>\n
                  \u8ba9\u6211\u4eec\u5c1d\u8bd5\u590d\u5236\u5e76\u6267\u884c\u4ee5\u4e0b\u6587\u672c\u3002<\/p>\n
                  GET qiita\/_search\r\n<\/code><\/pre>\n
                  \u5c06\u4ee5\u4ee5\u4e0b\u65b9\u5f0f\u7684\u5f62\u5f0f\u8fdb\u884c\u5f52\u8fd8\u3002<\/p>\n
                  {<\/span>\r\n  \"took\"<\/span> :<\/span> 1<\/span>,<\/span>\r\n  \"timed_out\"<\/span> :<\/span> false<\/span>,<\/span>\r\n  \"_shards\"<\/span> :<\/span> {<\/span>\r\n    \"total\"<\/span> :<\/span> 1<\/span>,<\/span>\r\n    \"successful\"<\/span> :<\/span> 1<\/span>,<\/span>\r\n    \"skipped\"<\/span> :<\/span> 0<\/span>,<\/span>\r\n    \"failed\"<\/span> :<\/span> 0<\/span>\r\n  },<\/span>\r\n  \"hits\"<\/span> :<\/span> {<\/span>\r\n    \"total\"<\/span> :<\/span> {<\/span>\r\n      \"value\"<\/span> :<\/span> 2<\/span>,<\/span>\r\n      \"relation\"<\/span> :<\/span> \"eq\"<\/span>\r\n    },<\/span>\r\n    \"max_score\"<\/span> :<\/span> 1.0<\/span>,<\/span>\r\n    \"hits\"<\/span> :<\/span> [<\/span>\r\n      {<\/span>\r\n        \"_index\"<\/span> :<\/span> \"qiita\"<\/span>,<\/span>\r\n        \"_type\"<\/span> :<\/span> \"_doc\"<\/span>,<\/span>\r\n        \"_id\"<\/span> :<\/span> \"2434\"<\/span>,<\/span>\r\n        \"_score\"<\/span> :<\/span> 1.0<\/span>,<\/span>\r\n        \"_source\"<\/span> :<\/span> {<\/span>\r\n          \"title\"<\/span> :<\/span> \"\u30a2\u30c9\u30d9\u30f3\u30c8\u30ab\u30ec\u30f3\u30c0\u30fcxx\u65e5\u76ee\u306e\u30bf\u30a4\u30c8\u30eb\"<\/span>,<\/span>\r\n          \"description\"<\/span> :<\/span> \"\u3069\u3046\u3082\u521d\u3081\u307e\u3057\u3066\u3002xx\u3068\u7533\u3057\u307e\u3059\u3002\"<\/span>,<\/span>\r\n          \"screen_name\"<\/span> :<\/span> \"k-waragai\"<\/span>\r\n        }<\/span>\r\n      },<\/span>\r\n      {<\/span>\r\n        \"_index\"<\/span> :<\/span> \"qiita\"<\/span>,<\/span>\r\n        \"_type\"<\/span> :<\/span> \"_doc\"<\/span>,<\/span>\r\n        \"_id\"<\/span> :<\/span> \"J32eLXYB4YEI6IRIxT4f\"<\/span>,<\/span>\r\n        \"_score\"<\/span> :<\/span> 1.0<\/span>,<\/span>\r\n        \"_source\"<\/span> :<\/span> {<\/span>\r\n          \"title\"<\/span> :<\/span> \"Elasticsearch\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u66f8\u3044\u3066\u307f\u305f\"<\/span>,<\/span>\r\n          \"description\"<\/span> :<\/span> \"\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u3059\u3002\u307f\u3093\u306a\u898b\u3066\u306d\u3002\"<\/span>,<\/span>\r\n          \"screen_name\"<\/span> :<\/span> \"mayoxmayo\"<\/span>\r\n        }<\/span>\r\n      }<\/span>\r\n    ]<\/span>\r\n  }<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
                  \u548c\u4ee5\u5f80\u4e0d\u540c\uff0c\u6211\u4f7f\u7528\u4e86\u4e00\u4e2a\u540d\u4e3a_search\u7684\u5de5\u5177\u8fdb\u884c\u4e86\u5229\u7528\u3002<\/p>\n
                  \u5982\u679c\u6ca1\u6709\u6307\u5b9a_id\u5e76\u5fd8\u8bb0_id\u7684\u60c5\u51b5\u4e0b\uff0c\u8be5\u5982\u4f55\u8fdb\u884c\u641c\u7d22\u5462\uff1f\u5c1d\u8bd5\u4f7f\u7528\u5e38\u89c4\u7684\u641c\u7d22\u65b9\u6cd5\u3002<\/p>\n
                  6. \u8fdb\u884c\u641c\u7d22<\/p>\n
                  \u5982\u679c\u4f60\u60f3\u8981\u67e5\u770bk-waragai\u7528\u6237\u7684\u6587\u7ae0\uff0c\u8bf7\u6309\u4ee5\u4e0b\u6b65\u9aa4\u64cd\u4f5c\uff1a
                  \n\u590d\u5236\u5e76\u6267\u884c\u4ee5\u4e0b\u5185\u5bb9\u3002<\/p>\n
                  GET qiita\/_search?q=screen_name:k-waragai\r\n<\/code><\/pre>\n
                  \u5c06\u8fd4\u56de\u4ee5\u4e0b\u5f62\u5f0f\u7684\u5185\u5bb9\u3002<\/p>\n
                  {<\/span>\r\n  \"took\"<\/span> :<\/span> 49<\/span>,<\/span>\r\n  \"timed_out\"<\/span> :<\/span> false<\/span>,<\/span>\r\n  \"_shards\"<\/span> :<\/span> {<\/span>\r\n    \"total\"<\/span> :<\/span> 1<\/span>,<\/span>\r\n    \"successful\"<\/span> :<\/span> 1<\/span>,<\/span>\r\n    \"skipped\"<\/span> :<\/span> 0<\/span>,<\/span>\r\n    \"failed\"<\/span> :<\/span> 0<\/span>\r\n  },<\/span>\r\n  \"hits\"<\/span> :<\/span> {<\/span>\r\n    \"total\"<\/span> :<\/span> {<\/span>\r\n      \"value\"<\/span> :<\/span> 1<\/span>,<\/span>\r\n      \"relation\"<\/span> :<\/span> \"eq\"<\/span>\r\n    },<\/span>\r\n    \"max_score\"<\/span> :<\/span> 1.2199391<\/span>,<\/span>\r\n    \"hits\"<\/span> :<\/span> [<\/span>\r\n      {<\/span>\r\n        \"_index\"<\/span> :<\/span> \"qiita\"<\/span>,<\/span>\r\n        \"_type\"<\/span> :<\/span> \"_doc\"<\/span>,<\/span>\r\n        \"_id\"<\/span> :<\/span> \"2434\"<\/span>,<\/span>\r\n        \"_score\"<\/span> :<\/span> 1.2199391<\/span>,<\/span>\r\n        \"_source\"<\/span> :<\/span> {<\/span>\r\n          \"title\"<\/span> :<\/span> \"\u30a2\u30c9\u30d9\u30f3\u30c8\u30ab\u30ec\u30f3\u30c0\u30fcxx\u65e5\u76ee\u306e\u30bf\u30a4\u30c8\u30eb\"<\/span>,<\/span>\r\n          \"description\"<\/span> :<\/span> \"\u3069\u3046\u3082\u521d\u3081\u307e\u3057\u3066\u3002xx\u3068\u7533\u3057\u307e\u3059\u3002\"<\/span>,<\/span>\r\n          \"screen_name\"<\/span> :<\/span> \"k-waragai\"<\/span>\r\n        }<\/span>\r\n      }<\/span>\r\n    ]<\/span>\r\n  }<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
                  \u5f53\u9700\u8981\u8fdb\u884c\u5173\u952e\u8bcd\u641c\u7d22\u65f6\uff0c\u53ef\u4ee5\u6309\u7167\u4ee5\u4e0b\u65b9\u5f0f\u8fdb\u884c\u6307\u5b9a\u3002<\/p>\n
                  GET qiita\/_search?q=\u521d\u3081\u307e\u3057\u3066\r\n<\/code><\/pre>\n
                  \u73b0\u5728\u6211\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5173\u4e8e\u5f52\u8fd8\u7684\u7ec6\u8282\u3002<\/p>\n
                  \n
                  key\u8aac\u660ehits.total.value<\/code>\u691c\u7d22\u7d50\u679c\u4ef6\u6570hits.total.relation<\/code>\u691c\u7d22\u7d50\u679c\u65b9\u5f0f(eq=\u7b49\u3057\u3044)hits.max_score<\/code>\u691c\u7d22\u7d50\u679c\u306e\u91cd\u307f\u4ed8\u3051\u306e\u6700\u5927\u5024hits.hits._score<\/code>\u30d2\u30c3\u30c8\u6642\u306e\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0<\/div>\n<\/div>\n
                  \u6211\u4eec\u6765\u8bd5\u4e00\u8bd5\u66f4\u590d\u6742\u7684\u641c\u7d22\u5427\u3002<\/p>\n
                  \u5982\u679c\u5728\u63cf\u8ff0\u4e2d\u641c\u7d22\u4e0d\u5305\u542b”\u5f00\u59cb”\u4f46\u5305\u542b”\u6559\u7a0b”\u7684\u5185\u5bb9\uff0c\u5e94\u6309\u4ee5\u4e0b\u65b9\u5f0f\u63cf\u8ff0\u3002<\/p>\n
                  GET qiita\/_search\r\n{\r\n  \"query\": {\r\n    \"bool\": { \r\n      \"must\": [\r\n        {\"match\": {\"description\": \"\u521d\u3081\"}}\r\n      ],\r\n      \"must_not\": [\r\n        {\"match\": {\"description\": \"\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\"}}\r\n      ]\r\n    }\r\n  }\r\n}\r\n<\/code><\/pre>\n
                  \u56e0\u4e3a\u6570\u636e\u91cf\u8f83\u5c11\uff0c\u6240\u4ee5\u6ca1\u6709\u5305\u542b\u201c\u6559\u7a0b\u201d\u3002<\/p>\n
                    \"hits\"<\/span> :<\/span> [<\/span>\r\n    {<\/span>\r\n      \"_index\"<\/span> :<\/span> \"qiita\"<\/span>,<\/span>\r\n      \"_type\"<\/span> :<\/span> \"_doc\"<\/span>,<\/span>\r\n      \"_id\"<\/span> :<\/span> \"2434\"<\/span>,<\/span>\r\n      \"_score\"<\/span> :<\/span> 1.2730759<\/span>,<\/span>\r\n      \"_source\"<\/span> :<\/span> {<\/span>\r\n        \"title\"<\/span> :<\/span> \"\u30a2\u30c9\u30d9\u30f3\u30c8\u30ab\u30ec\u30f3\u30c0\u30fcxx\u65e5\u76ee\u306e\u30bf\u30a4\u30c8\u30eb\"<\/span>,<\/span>\r\n        \"description\"<\/span> :<\/span> \"\u3069\u3046\u3082\u521d\u3081\u307e\u3057\u3066\u3002xx\u3068\u7533\u3057\u307e\u3059\u3002\"<\/span>,<\/span>\r\n        \"screen_name\"<\/span> :<\/span> \"k-waragai\"<\/span>\r\n      }<\/span>\r\n    }<\/span>\r\n  ]<\/span>\r\n<\/code><\/pre>\n
                  \u5982\u679c\u5728Rails\u4e0a\u4f7f\u7528\u7684\u8bdd<\/h2>\n
                  \u73b0\u5728\u5148\u7b80\u5355\u5730\u521b\u5efa\u4e00\u4e2aRails\u5e94\u7528\u7a0b\u5e8f\u5c31\u53ef\u4ee5\u4e86\u3002<\/p>\n
                  \u672c\u6b21\u5c06\u4f7f\u7528\u7b80\u5355\u7684\u914d\u7f6e\uff0c\u91c7\u7528Rails5 + MySQL\u7684\u7ec4\u5408\u3002<\/p>\n
                  \u6211\u4eec\u5c06\u5bf9\u7ed3\u6784\u8fdb\u884c\u5982\u4e0b\u4fee\u6539\u3002<\/p>\n
                  \"ad_12.png\"<\/div>\n
                  \u7531\u4e8e\u5b58\u5728\u591a\u4e2aDockerfile\uff0c\u6211\u8ba4\u4e3a\u521b\u5efa\u5e76\u5206\u5f00\u76ee\u5f55\u4f1a\u4f7f\u5176\u66f4\u6613\u8bfb\u3002<\/p>\n
                  \u51c6\u5907Rails<\/h3>\n
                  \u51c6\u5907\u7528\u4e8eRuby\u7684Dockerfile<\/p>\n
                  \u8fd9\u57fa\u672c\u4e0a\u5c31\u662f\u7b26\u5408\u5b98\u65b9\u6807\u51c6\u7684 Ruby \u4ee3\u7801\u63cf\u8ff0\u3002<\/p>\n
                  \u8def\u5f84\uff1adockerfiles\/ruby\/Dockerfile<\/p>\n
                  FROM ruby:2.6.2\r\n\r\nRUN apt-get update -qq && \\\r\n    apt-get install -y build-essential libpq-dev nodejs\r\n\r\nRUN mkdir \/app\r\nWORKDIR \/app\r\n\r\nCOPY Gemfile \/app\/Gemfile\r\nCOPY Gemfile.lock \/app\/Gemfile.lock\r\n\r\nRUN bundle install\r\nCOPY . \/app\r\n<\/code><\/pre>\n
                  2. \u51c6\u5907 Gemfile<\/p>\n
                  \u7531\u4e8e\u5bf9Rails6\u8fd8\u6709\u8bb8\u591a\u4e0d\u4e86\u89e3\u7684\u90e8\u5206\uff0c\u6240\u4ee5\u6211\u4eec\u5c06\u5728Rails5\u4e0a\u8fdb\u884c\u3002<\/p>\n
                    https:\/\/rubygems.org\/gems\/rails\/versions\/5.2.4.4<\/ul>\n
                    \u8def\u5f84\uff1aGemfile<\/p>\n
                    source 'https:\/\/rubygems.org'\r\ngem 'rails', '~> 5.2', '>= 5.2.4.4'\r\n<\/code><\/pre>\n
                    \u5f53\u5b8c\u6210\u521b\u5efa\u540e\uff0c\u8bf7\u751f\u6210Gemfile.lock\u6587\u4ef6\u3002<\/p>\n
                    \"ad_13.png\"<\/div>\n
                    3. \u4fee\u6539compose\u6587\u4ef6<\/p>\n
                    \u6211\u4eec\u5c06\u4fee\u6539\u73b0\u6709\u7684docker-compose.yml\u6587\u4ef6\u3002<\/p>\n
                    \u6211\u6b63\u5728\u6dfb\u52a0\u7528\u4e8emysql\u7684\u670d\u52a1\u5b9a\u4e49\u548c\u7528\u4e8eruby\u7684\u670d\u52a1\u5b9a\u4e49\u3002<\/p>\n
                    \u6211\u8fd8\u5728Rails\u5e94\u7528\u7a0b\u5e8f\u4e2d\u4f20\u9012\u548c\u94fe\u63a5\u7528\u4e8eElasticsearch\u7684URL\u3002<\/p>\n
                    version<\/span>:<\/span> \"<\/span>3\"<\/span>\r\nservices<\/span>:<\/span>\r\n  elasticsearch-v7.9.3<\/span>:<\/span>\r\n    container_name<\/span>:<\/span> \"<\/span>elasticsearch\"<\/span>\r\n    build<\/span>:<\/span>\r\n      context<\/span>:<\/span> .<\/span>\r\n      dockerfile<\/span>:<\/span> .\/dockerfiles\/elasticsearch\/Dockerfile<\/span>\r\n    environment<\/span>:<\/span>\r\n      -<\/span> discovery.type=single-node<\/span>\r\n      -<\/span> bootstrap.memory_lock=true<\/span>\r\n      -<\/span> logger.deprecation.level=debug<\/span>\r\n      -<\/span> \"<\/span>ES_JAVA_OPTS=-Xms512m<\/span> -Xmx512m\"<\/span>\r\n    ulimits<\/span>:<\/span>\r\n      memlock<\/span>:<\/span>\r\n        soft<\/span>:<\/span> -1<\/span>\r\n        hard<\/span>:<\/span> -1<\/span>\r\n    ports<\/span>:<\/span>\r\n      -<\/span> \"<\/span>9200:9200\"<\/span>\r\n    volumes<\/span>:<\/span>\r\n      -<\/span> elasticsearch-v7.9.3-data:\/usr\/share\/elasticsearch\/data<\/span>\r\n\r\n  kibana-v7.9.3<\/span>:<\/span>\r\n    image<\/span>:<\/span> docker.elastic.co\/kibana\/kibana-oss:7.9.3<\/span>\r\n    ports<\/span>:<\/span>\r\n      -<\/span> \"<\/span>5601:5601\"<\/span>\r\n    restart<\/span>:<\/span> always<\/span>\r\n    environment<\/span>:<\/span>\r\n      -<\/span> \"<\/span>ELASTICSEARCH_HOSTS=http:\/\/elasticsearch:9200\"<\/span>\r\n\r\n  database<\/span>:<\/span>\r\n    container_name<\/span>:<\/span> mysql<\/span>\r\n    image<\/span>:<\/span> mysql:5.7<\/span>\r\n    environment<\/span>:<\/span>\r\n      MYSQL_ROOT_PASSWORD<\/span>:<\/span> password<\/span>\r\n      MYSQL_DATABASE<\/span>:<\/span> root<\/span>\r\n    ports<\/span>:<\/span>\r\n      -<\/span> \"<\/span>3306:3306\"<\/span>\r\n\r\n  app<\/span>:<\/span>\r\n    build<\/span>:<\/span>\r\n      context<\/span>:<\/span> .<\/span>\r\n      dockerfile<\/span>:<\/span> .\/dockerfiles\/ruby\/Dockerfile<\/span>\r\n    environment<\/span>:<\/span>\r\n      ELASTICSEARCH_URL<\/span>:<\/span> http:\/\/elasticsearch:9200\/<\/span>\r\n      MYSQL_HOST<\/span>:<\/span> database<\/span>\r\n    command<\/span>:<\/span> rails s -p 3000 -b '0.0.0.0'<\/span>\r\n    volumes<\/span>:<\/span>\r\n      -<\/span> .:\/app<\/span>\r\n    ports<\/span>:<\/span>\r\n      -<\/span> \"<\/span>3000:3000\"<\/span>\r\n    links<\/span>:<\/span>\r\n      -<\/span> database<\/span>\r\n      -<\/span> elasticsearch-v7.9.3<\/span>\r\n\r\nvolumes<\/span>:<\/span>\r\n  elasticsearch-v7.9.3-data<\/span>:<\/span>\r\n    driver<\/span>:<\/span> local<\/span>\r\n<\/code><\/pre>\n
                    4. \u65b0\u5efa\u4e00\u4e2a Rails \u9879\u76ee<\/p>\n
                    \"ad_14.png\"<\/div>\n
                    \u5982\u679c\u90a3\u6837\u505a\uff0c\u5c31\u4f1a\u53d8\u6210\u719f\u6089\u7684\u666f\u8c61\u3002<\/p>\n
                    \"ad_15.png\"<\/div>\n
                    5. \u914d\u7f6e\u6587\u4ef6\u7684\u4fee\u6539 (Pinyin: de<\/p>\n
                    \u6211\u5c06\u8fdb\u884c\u6570\u636e\u5e93.yml\u7684\u4fee\u6539\u64cd\u4f5c\u3002<\/p>\n
                    default: <\/span>&<\/span>default<\/span>\r\n  adapter: <\/span>mysql2<\/span>\r\n  encoding: <\/span>utf8<\/span>\r\n  pool: <\/span><<\/span>%= ENV.fetch(\"RAILS_MAX_THREADS\") { 5 } %>\r\n  username: root\r\n  password: password\r\n  host: database\r\n\r\ndevelopment:\r\n  <<: *default\r\n  database: app_development\r\n<\/span><\/code><\/pre>\n
                    6. \u5efa\u8bbe<\/p>\n
                    \u70ba\u4e86\u57f7\u884cbundle install\u7b49\u64cd\u4f5c\uff0c\u6211\u5011\u9700\u8981\u9032\u884cbuild\u3002<\/p>\n
                    \u6211\u89c9\u5f97\u628a\u5b9d\u77f3\u4e4b\u7c7b\u7684\u4e1c\u897f\u4f5c\u4e3a\u72ec\u7acb\u7684\u5377\u8fdb\u884c\u6301\u6709\u4e5f\u53ef\u4ee5\uff0c\u4f46\u8003\u8651\u5230\u8fd9\u6b21\u66f4\u65b0\u7684\u9891\u7387\u5e76\u4e0d\u662f\u975e\u5e38\u9ad8\uff0c\u6240\u4ee5\u6211\u4eec\u9009\u62e9\u4e86\u6700\u7b80\u914d\u7f6e\u3002<\/p>\n
                    \"ad_16.png\"<\/div>\n
                    7. \u521b\u5efa\u6570\u636e\u5e93<\/p>\n
                    \"ad_17.png\"<\/div>\n
                    8. \u542f\u52a8docker-compose\u3002<\/p>\n
                    \"ad_18.png\"<\/div>\n
                    \u5f53\u4f60\u8bbf\u95ee localhost:3000 \u5e76\u51fa\u73b0\u4ee5\u4e0b\u753b\u9762\u65f6\uff0c\u51c6\u5907\u5de5\u4f5c\u5df2\u5b8c\u6210\u3002<\/p>\n
                    \"ad_19.png\"<\/div>\n
                    \u51c6\u5907Elasticsearch<\/h3>\n
                    1. \u5bf9Gemfile\u8fdb\u884c\u6dfb\u52a0<\/p>\n
                    \u8bf7\u5c06\u4e0eElasticsearch\u76f8\u5173\u7684Gem\u63d2\u5165\u3002\u8bf7\u5c06\u4ee5\u4e0b3\u4e2aGem\u6dfb\u52a0\u5230Gemfile\u4e2d\u3002<\/p>\n
                    # Elasticsearch\u95a2\u4fc2\r\ngem 'elasticsearch', '~> 7.10'\r\ngem 'elasticsearch-rails', '~> 7.1', '>= 7.1.1'\r\ngem 'elasticsearch-model', '~> 7.1', '>= 7.1.1'\r\n<\/code><\/pre>\n
                    2. \u5b89\u88c5\u8f6f\u4ef6\u5305\u3002<\/p>\n
                    \u8bf7\u901a\u8fc7Ctrl+C\u7ec8\u6b62\u5df2\u542f\u52a8\u7684\u8fdb\u7a0b\uff0c\u5e76\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u3002<\/p>\n
                    \"ad_20.png\"<\/div>\n
                    3. \u6a21\u578b\u7684\u521b\u5efa<\/p>\n
                    \"ad_21.png\"<\/div>\n
                      migration\u306e\u5909\u66f4<\/ul>\n
                      class<\/span> CreateArticles<\/span> <<\/span> ActiveRecord<\/span>::<\/span>Migration<\/span>[<\/span>5.2<\/span>]<\/span>\r\n  def<\/span> change<\/span>\r\n    create_table<\/span> :articles<\/span> do<\/span> |<\/span>t<\/span>|<\/span>\r\n      t<\/span>.<\/span>string<\/span> :title<\/span>,<\/span> null: <\/span>false<\/span>,<\/span> limit: <\/span>10<\/span>,<\/span> comment: <\/span>\"\u8a18\u4e8b\u306e\u30bf\u30a4\u30c8\u30eb\"<\/span>\r\n      t<\/span>.<\/span>text<\/span>   :description<\/span>,<\/span> null: <\/span>false<\/span>,<\/span> comment: <\/span>\"\u8a18\u4e8b\u306e\u672c\u6587\"<\/span>\r\n      t<\/span>.<\/span>string<\/span> :screen_name<\/span>,<\/span> null: <\/span>false<\/span>,<\/span> comment: <\/span>\"\u8868\u793a\u540d\"<\/span>\r\n\r\n      t<\/span>.<\/span>timestamps<\/span>\r\n    end<\/span>\r\n  end<\/span>\r\nend<\/span>\r\n<\/code><\/pre>\n
                        migrate<\/ul>\n
                        \"ad_22.png\"<\/div>\n
                        4. \u6570\u636e\u8f93\u5165<\/p>\n
                        \u6211\u4f1a\u51c6\u5907\u5927\u7ea6\u4e09\u9879\u9002\u5f53\u7684\u6570\u636e\u3002<\/p>\n
                        \u6211\u81ea\u5df1\u4f7f\u7528\u4e86Seed\u8fdb\u884c\u4e86\u6ce8\u5165\uff0c\u4f46\u4e5f\u53ef\u4ee5\u4ecerails console\u8fdb\u884c\u6ce8\u5165\u3002<\/p>\n
                        Article.create(\r\n  title: \"\u72ac\u306e\u6c17\u6301\u3061\",\r\n  description: \"\u543e\u8f29\u306f\u72ac\u3067\u3042\u308b\u3002\u540d\u524d\u306f\u307e\u3060\u306a\u3044\u3002\",\r\n  screen_name: \"k-waragai\"\r\n)\r\n\r\nArticle.create(\r\n  title: \"\u306d\u3053\u306e\u3059\u3079\u3066\",\r\n  description: \"\u732b\u306f\u3068\u3066\u3082\u6c17\u307e\u3050\u308c\u3067\u3059\u3002\u6c17\u307e\u3050\u308c\u30ed\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u3002\u69cb\u3063\u3066\u6b32\u3057\u3044\u6642\u306b\u3057\u304b\u5bc4\u3063\u3066\u304d\u307e\u305b\u3093\u3002\u3074\u3048\u3093\u3002\",\r\n  screen_name: \"t-suzuki\"\r\n)\r\n\r\nArticle.create(\r\n  title: \"\u79c1VTuber\u306b\u306a\u308b\",\r\n  description: \"\u3069\u3046\u3082\u521d\u3081\u307e\u3057\u3066VTuber\u306e\u9162\u98ef\u30de\u30b0\u30ed\u3067\u3059\u3002VTuber\u3092\u59cb\u3081\u30661\u5e74\u7d4c\u3063\u3066\u5206\u304b\u3063\u305f5\u3064\u306e\u5927\u4e8b\u306a\u4e8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\",\r\n  screen_name: \"m-sumeshi\"\r\n)\r\n<\/code><\/pre>\n
                        \u4e3a\u4e86\u4f7f\u7528elasticsearch-rails\uff0c\u9700\u8981\u5305\u542b(include)\u5b83\u3002<\/p>\n
                        \u5728Article\u7684\u6a21\u578b\u6587\u4ef6\u4e2d\u6dfb\u52a0Elasticsearch::Model\u7684include\u3002<\/p>\n
                        class<\/span> Article<\/span> <<\/span> ApplicationRecord<\/span>\r\n  include<\/span> Elasticsearch<\/span>::<\/span>Model<\/span>\r\nend<\/span>\r\n<\/code><\/pre>\n
                        \u901a\u8fc7\u6dfb\u52a0\u8fd9\u4e2a\uff0cmodel.__elasticsearch__.method\u5c31\u53ef\u4ee5\u4f7f\u7528\uff0c\u5bfc\u5165\u548c\u641c\u7d22\u7b49\u64cd\u4f5c\u4f1a\u53d8\u5f97\u66f4\u5bb9\u6613\u3002<\/p>\n
                        \u5728Elasticsearch\u4e2d\u8fdb\u884c\u6295\u5165\u548c\u67e5\u8be2<\/h3>\n
                        1. \u8fde\u63a5\u81f3\u63a7\u5236\u53f0<\/p>\n
                        \"ad_23.png\"<\/div>\n
                        2. \u521b\u5efa\u7d22\u5f15 d’index)<\/p>\n
                        \u901a\u8fc7\u4f7f\u7528`create_index!`\u53ef\u4ee5\u521b\u5efa\u7d22\u5f15\u3002
                        \n\u5728\u8fdb\u884c\u8be6\u7ec6\u7684\u6620\u5c04\u8bbe\u7f6e\u7b49\u64cd\u4f5c\u65f6\uff0c\u6700\u597d\u4e8b\u5148\u5b9a\u4e49\u597dsetting\u548cmapping\uff0c\u7136\u540e\u6839\u636e\u5b9a\u4e49\u8fdb\u884c\u8f93\u5165\u3002<\/p>\n
                        \u8fd9\u6b21\u6211\u4eec\u5c06\u76f4\u63a5\u4f7f\u7528\u5df2\u7ecf\u5236\u4f5c\u597d\u7684\u6a21\u578b\u3002<\/p>\n
                        \"ad_24.png\"<\/div>\n
                        \u6211\u4eec\u6765\u5b9e\u9645\u5728 Kibana \u4e2d\u786e\u8ba4\u4e00\u4e0b\u3002<\/p>\n
                        \"ad_25.png\"<\/div>\n
                        \u76ee\u524d\u5df2\u7ecf\u5236\u4f5c\u4e86\u7d22\u5f15\u3002<\/p>\n
                        3. \u6570\u636e\u8f93\u5165<\/p>\n
                        \u4f7f\u7528import\u5373\u53ef\u5c06\u6570\u636e\u5bfc\u5165\u3002\u975e\u5e38\u7b80\u5355\u5427\u3002<\/p>\n
                        \"ad_26.png\"<\/div>\n
                        \u8ba9\u6211\u4eec\u5b9e\u9645\u901a\u8fc7 index\/_search \u6765\u67e5\u770b\u641c\u7d22\u7ed3\u679c\u3002<\/p>\n
                        \"ad_27.png\"<\/div>\n
                        \u6570\u636e\u5df2\u7ecf\u88ab\u6b63\u786e\u5f55\u5165\u4e86\u554a\u3002<\/p>\n
                        \u5728Rails\u4e2d\uff0c\u4f7f\u7528model.__elasticsearch__.search\u6765\u67e5\u770b\u8fd9\u4e2a\u3002<\/p>\n
                        Article<\/span>.<\/span>__elasticsearch__<\/span>.<\/span>search<\/span>(<\/span>version: <\/span>true<\/span>,<\/span> query: <\/span>{<\/span> term: <\/span>{<\/span> id: <\/span>1<\/span> }<\/span> },<\/span> size: <\/span>1<\/span>).<\/span>response<\/span>.<\/span>hits<\/span>.<\/span>hits<\/span>.<\/span>first<\/span>\r\n<\/code><\/pre>\n
                        \u4ee5\u7c7b\u4f3c\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u8be2\u5e76\u8fdb\u884c\u641c\u7d22\u662f\u53ef\u80fd\u7684\u3002<\/p>\n
                        \"ad_28.png\"<\/div>\n
                        4. \u5220\u9664<\/p>\n
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