{"id":639,"date":"2025-12-17T07:01:29","date_gmt":"2025-12-16T23:01:29","guid":{"rendered":"https:\/\/www.idcyz.com\/blog\/?p=639"},"modified":"2025-12-17T07:01:29","modified_gmt":"2025-12-16T23:01:29","slug":"%e5%a6%82%e4%bd%95%e5%9c%a8%e6%9c%80%e6%96%b0%e7%9a%84%e3%80%8abu-xiu-gang%e3%80%8b%e6%8a%80%e6%9c%af%e4%b8%ad%e9%ab%98%e6%95%88%e8%bf%9b%e8%a1%8c%e6%95%b0%e6%8d%ae%e5%a4%84%e7%90%86%e4%b8%8e%e5%88%86","status":"publish","type":"post","link":"https:\/\/www.idcyz.com\/blog\/639.html","title":{"rendered":"\u5982\u4f55\u5728\u6700\u65b0\u7684\u300aBu Xiu Gang\u300b\u6280\u672f\u4e2d\u9ad8\u6548\u8fdb\u884c\u6570\u636e\u5904\u7406\u4e0e\u5206\u6790\uff1f"},"content":{"rendered":"<p><h2>\u6280\u672f\u4ecb\u7ecd\uff1aBu Xiu Gang<\/h2>\n<\/p>\n<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/www.idcyz.com\/blog\/wp-content\/uploads\/2025\/07\/87F12.jpg\" alt=\"\u5982\u4f55\u5728\u6700\u65b0\u7684\u300aBu Xiu Gang\u300b\u6280\u672f\u4e2d\u9ad8\u6548\u8fdb\u884c\u6570\u636e\u5904\u7406\u4e0e\u5206\u6790\uff1f\" title=\"\u5982\u4f55\u5728\u6700\u65b0\u7684\u300aBu Xiu Gang\u300b\u6280\u672f\u4e2d\u9ad8\u6548\u8fdb\u884c\u6570\u636e\u5904\u7406\u4e0e\u5206\u6790\uff1f\"><\/p>\n<p><p>\u300aBu Xiu Gang\u300b\u662f\u4e00\u79cd\u65b0\u5174\u7684\u6280\u672f\uff0c\u5b83\u4e13\u6ce8\u4e8e\u5b9e\u65f6\u6570\u636e\u5904\u7406\u4e0e\u591a\u7ef4\u5206\u6790\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u91d1\u878d\u3001\u533b\u7597\u3001\u667a\u80fd\u5236\u9020\u7b49\u591a\u4e2a\u9886\u57df\u3002\u672c\u6587\u7684\u4efb\u52a1\u662f\u5411\u8bfb\u8005\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u300aBu Xiu Gang\u300b\u8fdb\u884c\u6570\u636e\u5904\u7406\uff0c\u5305\u62ec\u64cd\u4f5c\u6b65\u9aa4\u3001\u547d\u4ee4\u793a\u4f8b\u53ca\u89e3\u91ca\uff0c\u540c\u65f6\u63d0\u4f9b\u4e00\u4e9b\u6ce8\u610f\u4e8b\u9879\u548c\u5b9e\u7528\u6280\u5de7\u3002<\/p>\n<\/p>\n<p><h2>\u64cd\u4f5c\u6b65\u9aa4<\/h2>\n<\/p>\n<p><h3>\u6b65\u9aa4 1\uff1a\u73af\u5883\u51c6\u5907<\/h3>\n<\/p>\n<ul>\n<li>\u9996\u5148\uff0c\u786e\u4fdd\u4f60\u7684\u7cfb\u7edf\u4e0a\u5b89\u88c5\u4e86 Java \u8fd0\u884c\u73af\u5883\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u68c0\u67e5 Java \u7248\u672c\uff1a<\/li>\n<p><pre><code>java -version<\/code><\/pre>\n<\/p>\n<li>\u5982\u679c\u672a\u5b89\u88c5\uff0c\u53ef\u4ee5\u8bbf\u95ee <strong>Oracle\u5b98\u7f51<\/strong> \u4e0b\u8f7d\u5e76\u5b89\u88c5\u3002<\/li>\n<li>\u63a5\u4e0b\u6765\uff0c\u4e0b\u8f7d\u300aBu Xiu Gang\u300b\u7684\u5b89\u88c5\u5305\uff0c\u5e76\u5c06\u5176\u89e3\u538b\u5230\u4f60\u5e0c\u671b\u7684\u76ee\u5f55\u4e0b\u3002<\/li>\n<\/ul>\n<p><h3>\u6b65\u9aa4 2\uff1a\u914d\u7f6e\u73af\u5883\u53d8\u91cf<\/h3>\n<\/p>\n<ul>\n<li>\u5728\u7cfb\u7edf\u73af\u5883\u53d8\u91cf\u4e2d\u6dfb\u52a0\u300aBu Xiu Gang\u300b\u7684\u8def\u5f84\u3002\u5728 Windows \u7cfb\u7edf\u4e2d\uff0c\u901a\u8fc7\u4ee5\u4e0b\u6b65\u9aa4\u8fdb\u884c\u8bbe\u7f6e\uff1a<\/li>\n<ol>\n<li>\u53f3\u51fb\u201c\u6211\u7684\u7535\u8111\u201d\uff0c\u9009\u62e9\u201c\u5c5e\u6027\u201d\u3002<\/li>\n<li>\u70b9\u51fb\u201c\u9ad8\u7ea7\u7cfb\u7edf\u8bbe\u7f6e\u201d\u3002<\/li>\n<li>\u5728\u201c\u7cfb\u7edf\u5c5e\u6027\u201d\u5bf9\u8bdd\u6846\u4e2d\u9009\u62e9\u201c\u73af\u5883\u53d8\u91cf\u201d\u3002<\/li>\n<li>\u5728\u201c\u7cfb\u7edf\u53d8\u91cf\u201d\u533a\u57df\uff0c\u627e\u5230\u201cPath\u201d\u53d8\u91cf\uff0c\u9009\u62e9\u5e76\u70b9\u51fb\u201c\u7f16\u8f91\u201d\u3002<\/li>\n<li>\u5728\u53d8\u91cf\u503c\u5c3e\u90e8\u6dfb\u52a0\u300aBu Xiu Gang\u300b\u89e3\u538b\u8def\u5f84\uff0c\u4f7f\u7528\u5206\u53f7\u5206\u9694\u3002<\/li>\n<\/ol>\n<li>\u5728 Linux\/Mac \u7cfb\u7edf\u4e0b\uff0c\u4f60\u53ef\u4ee5\u5728 terminal \u4e2d\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/li>\n<p><pre><code>export PATH=$PATH:\/path\/to\/bu_xiu_gang<\/code><\/pre>\n<\/p>\n<\/ul>\n<p><h3>\u6b65\u9aa4 3\uff1a\u542f\u52a8\u670d\u52a1<\/h3>\n<\/p>\n<ul>\n<li>\u6253\u5f00\u547d\u4ee4\u884c\u754c\u9762\uff0c\u5bfc\u822a\u5230\u300aBu Xiu Gang\u300b\u7684\u5b89\u88c5\u76ee\u5f55\uff0c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u670d\u52a1\uff1a<\/li>\n<p><pre><code>java -jar bu_xiu_gang.jar<\/code><\/pre>\n<\/p>\n<li>\u5982\u679c\u4e00\u5207\u6b63\u5e38\uff0c\u4f60\u5c06\u770b\u5230\u670d\u52a1\u542f\u52a8\u6210\u529f\u7684\u63d0\u793a\u3002<\/li>\n<\/ul>\n<p><h3>\u6b65\u9aa4 4\uff1a\u6570\u636e\u5904\u7406<\/h3>\n<\/p>\n<ul>\n<li>\u767b\u5f55\u5230\u300aBu Xiu Gang\u300b\u7684\u63a7\u5236\u53f0\uff0c\u901a\u5e38\u662f\u901a\u8fc7\u8bbf\u95ee\u6d4f\u89c8\u5668\u4e2d\u7684\u4ee5\u4e0b\u5730\u5740\uff1a<\/li>\n<p><pre><code>http:\/\/localhost:8080<\/code><\/pre>\n<\/p>\n<li>\u5728\u63a7\u5236\u53f0\u4e2d\uff0c\u9009\u62e9\u201c\u6570\u636e\u5bfc\u5165\u201d\u9009\u9879\uff0c\u6309\u7167\u63d0\u793a\u4e0a\u4f20\u4f60\u9700\u8981\u5904\u7406\u7684\u6570\u636e\u6587\u4ef6\uff08\u652f\u6301CSV\u3001JSON\u7b49\u683c\u5f0f\uff09\u3002<\/li>\n<li>\u914d\u7f6e\u6570\u636e\u5bfc\u5165\u53c2\u6570\uff0c\u5305\u62ec\u6570\u636e\u6e90\u7c7b\u578b\uff0c\u5b57\u6bb5\u6620\u5c04\u7b49\u3002<\/li>\n<\/ul>\n<p><h3>\u6b65\u9aa4 5\uff1a\u6267\u884c\u5206\u6790<\/h3>\n<\/p>\n<ul>\n<li>\u5b8c\u6210\u6570\u636e\u5bfc\u5165\u540e\uff0c\u9009\u62e9\u201c\u5206\u6790\u5de5\u5177\u201d\u4e2d\u4f60\u9700\u8981\u4f7f\u7528\u7684\u7b97\u6cd5\uff0c\u4f8b\u5982\u805a\u7c7b\u3001\u56de\u5f52\u7b49\u3002<\/li>\n<li>\u6839\u636e\u4f60\u7684\u9700\u6c42\u9009\u62e9\u9002\u5f53\u7684\u53c2\u6570\u914d\u7f6e\uff0c\u7136\u540e\u70b9\u51fb\u201c\u6267\u884c\u5206\u6790\u201d\u6309\u94ae\u3002<\/li>\n<li>\u5206\u6790\u5b8c\u6210\u540e\uff0c\u7ed3\u679c\u4f1a\u4ee5\u56fe\u8868\u548c\u8868\u683c\u7684\u5f62\u5f0f\u5c55\u793a\uff0c\u7528\u6237\u53ef\u4ee5\u5bfc\u51fa\u6570\u636e\u3002<\/li>\n<\/ul>\n<p><h2>\u547d\u4ee4\u793a\u4f8b\u53ca\u89e3\u91ca<\/h2>\n<\/p>\n<p><h3>1. \u542f\u52a8\u670d\u52a1<\/h3>\n<\/p>\n<p><pre><code>java -jar bu_xiu_gang.jar<\/code><\/pre>\n<\/p>\n<p><p>\u4ee5\u4e0a\u547d\u4ee4\u7528\u4e8e\u542f\u52a8\u300aBu Xiu Gang\u300b\u670d\u52a1\uff0c\u786e\u4fdd\u6240\u6709\u4f9d\u8d56\u5df2\u6b63\u786e\u5b89\u88c5\u3002<\/p>\n<\/p>\n<p><h3>2. \u5bfc\u5165\u6570\u636e<\/h3>\n<\/p>\n<p><pre><code>curl -X POST -F \"file=@\/path\/to\/your\/file.csv\" http:\/\/localhost:8080\/api\/import<\/code><\/pre>\n<\/p>\n<p><p>\u4f7f\u7528 curl \u547d\u4ee4\u5411\u670d\u52a1\u5668\u53d1\u9001\u6570\u636e\u5bfc\u5165\u8bf7\u6c42\uff0c\u5176\u4e2d\u9700\u8981\u66ff\u6362\u4e3a\u5b9e\u9645\u7684\u6570\u636e\u6587\u4ef6\u8def\u5f84\u3002<\/p>\n<\/p>\n<p><h3>3. \u6267\u884c\u5206\u6790\u6307\u4ee4<\/h3>\n<\/p>\n<p><pre><code>curl -X POST -H \"Content-Type: application\/json\" -d '{\"algorithm\": \"clustering\", \"params\": {\"k\": 5}}' http:\/\/localhost:8080\/api\/analyze<\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6761\u547d\u4ee4\u8c03\u7528\u5206\u6790\u63a5\u53e3\uff0c\u6307\u5b9a\u4f7f\u7528\u805a\u7c7b\u7b97\u6cd5\uff0c\u5e76\u4f20\u9012\u76f8\u5173\u53c2\u6570\u3002<\/p>\n<\/p>\n<p><h2>\u6ce8\u610f\u4e8b\u9879<\/h2>\n<\/p>\n<ul>\n<li><strong>\u6570\u636e\u683c\u5f0f\uff1a<\/strong>\u786e\u4fdd\u4e0a\u4f20\u7684\u6570\u636e\u7b26\u5408\u9884\u671f\u683c\u5f0f\uff0c\u5426\u5219\u89e3\u6790\u4f1a\u5931\u8d25\u3002<\/li>\n<li><strong>\u8d44\u6e90\u6d88\u8017\uff1a<\/strong>\u5206\u6790\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u80fd\u4f1a\u5360\u7528\u5927\u91cf\u5185\u5b58\u548cCPU\uff0c\u9002\u5f53\u8c03\u6574\u670d\u52a1\u5668\u914d\u7f6e\u3002<\/li>\n<li><strong>\u6743\u9650\u8bbe\u7f6e\uff1a<\/strong>\u786e\u4fdd\u4f60\u6709\u8db3\u591f\u6743\u9650\u64cd\u4f5c\u6570\u636e\u5e93\u548c\u6587\u4ef6\u7cfb\u7edf\u3002<\/li>\n<li><strong>\u5b9a\u671f\u5907\u4efd\uff1a<\/strong>\u5728\u8fdb\u884c\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u524d\uff0c\u52a1\u5fc5\u5907\u4efd\u91cd\u8981\u6570\u636e\u3002<\/li>\n<\/ul>\n<p><h2>\u5b9e\u7528\u6280\u5de7<\/h2>\n<\/p>\n<ul>\n<li><strong>\u4f7f\u7528\u6a21\u677f\uff1a<\/strong>\u5728\u8fdb\u884c\u91cd\u590d\u6027\u6570\u636e\u5206\u6790\u65f6\uff0c\u53ef\u4ee5\u4fdd\u5b58\u5206\u6790\u914d\u7f6e\u6a21\u677f\uff0c\u51cf\u5c11\u8bbe\u7f6e\u65f6\u95f4\u3002<\/li>\n<li><strong>\u6570\u636e\u6e05\u6d17\uff1a<\/strong>\u4e0a\u4f20\u6570\u636e\u524d\u5c3d\u91cf\u8fdb\u884c\u6570\u636e\u6e05\u6d17\uff0c\u5254\u9664\u65e0\u6548\u6570\u636e\uff0c\u63d0\u9ad8\u5206\u6790\u6548\u7387\u3002<\/li>\n<li><strong>\u76d1\u63a7\u6027\u80fd\uff1a<\/strong>\u5229\u7528\u7cfb\u7edf\u76d1\u63a7\u5de5\u5177\uff0c\u89c2\u5bdf\u670d\u52a1\u6027\u80fd\uff0c\u53ca\u65e9\u53d1\u73b0\u5e76\u89e3\u51b3\u6f5c\u5728\u95ee\u9898\u3002<\/li>\n<\/ul>\n<p><p>\u4ee5\u4e0a\u662f\u5173\u4e8e\u300aBu Xiu Gang\u300b\u7684\u8be6\u7ec6\u64cd\u4f5c\u6b65\u9aa4\u53ca\u76f8\u5173\u77e5\u8bc6\uff0c\u5e0c\u671b\u5bf9\u4f60\u5728\u6570\u636e\u5206\u6790\u8fc7\u7a0b\u4e2d\u6709\u6240\u5e2e\u52a9\u3002<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6280\u672f\u4ecb\u7ecd\uff1aBu Xiu Gang \u300aBu Xiu Gang\u300b\u662f\u4e00\u79cd\u65b0\u5174\u7684\u6280\u672f\uff0c\u5b83\u4e13\u6ce8\u4e8e\u5b9e\u65f6\u6570\u636e\u5904\u7406\u4e0e\u591a\u7ef4\u5206\u6790\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u91d1\u878d\u3001\u533b\u7597\u3001\u667a\u80fd\u5236\u9020\u7b49\u591a\u4e2a\u9886\u57df\u3002\u672c\u6587\u7684\u4efb\u52a1\u662f\u5411\u8bfb\u8005\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u300aBu Xiu Gang\u300b\u8fdb\u884c\u6570\u636e\u5904\u7406\uff0c\u5305\u62ec\u64cd\u4f5c\u6b65\u9aa4\u3001&#8230;<\/p>\n","protected":false},"author":1,"featured_media":640,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[327,329,328],"topic":[],"class_list":["post-639","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-jiushu","tag-bu","tag-gang","tag-xiu"],"_links":{"self":[{"href":"https:\/\/www.idcyz.com\/blog\/wp-json\/wp\/v2\/posts\/639","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.idcyz.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.idcyz.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.idcyz.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.idcyz.com\/blog\/wp-json\/wp\/v2\/comments?post=639"}],"version-history":[{"count":1,"href":"https:\/\/www.idcyz.com\/blog\/wp-json\/wp\/v2\/posts\/639\/revisions"}],"predecessor-version":[{"id":642,"href":"https:\/\/www.idcyz.com\/blog\/wp-json\/wp\/v2\/posts\/639\/revisions\/642"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.idcyz.com\/blog\/wp-json\/wp\/v2\/media\/640"}],"wp:attachment":[{"href":"https:\/\/www.idcyz.com\/blog\/wp-json\/wp\/v2\/media?parent=639"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.idcyz.com\/blog\/wp-json\/wp\/v2\/categories?post=639"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.idcyz.com\/blog\/wp-json\/wp\/v2\/tags?post=639"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.idcyz.com\/blog\/wp-json\/wp\/v2\/topic?post=639"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}