{"id":1567,"date":"2026-07-21T15:16:01","date_gmt":"2026-07-21T07:16:01","guid":{"rendered":"https:\/\/www.loongdi.net\/blog\/?p=1567"},"modified":"2026-07-21T15:16:01","modified_gmt":"2026-07-21T07:16:01","slug":"r610%ef%bc%9a%e9%ab%98%e6%95%88%e6%95%b0%e6%8d%ae%e5%a4%84%e7%90%86%e5%b7%a5%e5%85%b7%e5%b8%a6%e6%9d%a5%e7%9a%84%e6%95%b0%e6%8d%ae%e5%88%a9%e5%99%a8","status":"publish","type":"post","link":"https:\/\/www.loongdi.net\/blog\/1567.html","title":{"rendered":"R610\uff1a\u9ad8\u6548\u6570\u636e\u5904\u7406\u5de5\u5177\u5e26\u6765\u7684\u6570\u636e\u5229\u5668"},"content":{"rendered":"<p><h2>\u6280\u672f\u7b80\u4ecb\u4e0e\u4efb\u52a1\u6982\u8ff0<\/h2>\n<\/p>\n<p>R610 \u662f\u4e00\u6b3e\u57fa\u4e8e Python \u7684\u9ad8\u6548\u6570\u636e\u5904\u7406\u5de5\u5177\uff0c\u5b83\u80fd\u591f\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u5904\u7406\u548c\u5206\u6790\u5927\u91cf\u6570\u636e\u3002\u672c\u6587\u7684\u4efb\u52a1\u662f\u8be6\u7ec6\u4ecb\u7ecd R610 \u7684\u64cd\u4f5c\u6b65\u9aa4\u3001\u547d\u4ee4\u793a\u4f8b\u53ca\u89e3\u91ca\uff0c\u5e76\u63d0\u4f9b\u4e00\u4e9b\u5b9e\u7528\u6280\u5de7\u548c\u6ce8\u610f\u4e8b\u9879\u3002<\/p>\n<p><h2>\u5b89\u88c5\u4e0e\u914d\u7f6e<\/h2>\n<\/p>\n<p>\u9996\u5148\uff0c\u786e\u4fdd\u60a8\u7684\u8ba1\u7b97\u673a\u4e0a\u5df2\u5b89\u88c5 Python\u3002\u7136\u540e\uff0c\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5 R610\uff1a<\/p>\n<p><pre><code>pip install r610<\/p>\r\n<p><\/code><\/pre>\n<\/p>\n<p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u67e5\u770b R610 \u7684\u7248\u672c\u4fe1\u606f\uff1a<\/p>\n<p><pre><code>r610 --version<\/p>\r\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u57fa\u672c\u64cd\u4f5c\u6b65\u9aa4<\/h2>\n<\/p>\n<p>\u4ee5\u4e0b\u662f\u4f7f\u7528 R610 \u8fdb\u884c\u6570\u636e\u5904\u7406\u7684\u57fa\u672c\u64cd\u4f5c\u6b65\u9aa4\uff1a<\/p>\n<p><h3>1. \u52a0\u8f7d\u6570\u636e<\/h3>\n<\/p>\n<p>\u4f7f\u7528 <strong>load<\/strong> \u547d\u4ee4\u52a0\u8f7d\u6570\u636e\u3002<\/p>\n<p><pre><code>r610 load -i \/path\/to\/data.csv<\/p>\r\n<p><\/code><\/pre>\n<\/p>\n<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/www.loongdi.net\/blog\/wp-content\/uploads\/2026\/03\/I6S84.jpg\" alt=\"R610\uff1a\u9ad8\u6548\u6570\u636e\u5904\u7406\u5de5\u5177\u5e26\u6765\u7684\u6570\u636e\u5229\u5668\" title=\"R610\uff1a\u9ad8\u6548\u6570\u636e\u5904\u7406\u5de5\u5177\u5e26\u6765\u7684\u6570\u636e\u5229\u5668\"><\/p>\n<p>\u8fd9\u91cc\uff0c<strong>-i<\/strong> \u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u6570\u636e\u6587\u4ef6\u7684\u8def\u5f84\u3002<\/p>\n<p><h3>2. \u6570\u636e\u9884\u89c8<\/h3>\n<\/p>\n<p>\u4f7f\u7528 <strong>preview<\/strong> \u547d\u4ee4\u9884\u89c8\u6570\u636e\u3002<\/p>\n<p><pre><code>r610 preview<\/p>\r\n<p><\/code><\/pre>\n<\/p>\n<p>\u8fd9\u5c06\u663e\u793a\u6570\u636e\u7684\u524d\u51e0\u884c\uff0c\u65b9\u4fbf\u60a8\u4e86\u89e3\u6570\u636e\u7ed3\u6784\u3002<\/p>\n<p><h3>3. \u6570\u636e\u5904\u7406<\/h3>\n<\/p>\n<p>\u4f7f\u7528 <strong>process<\/strong> \u547d\u4ee4\u5bf9\u6570\u636e\u8fdb\u884c\u5904\u7406\u3002<\/p>\n<p><pre><code>r610 process -f \"column1:mean, column2:sum\"<\/p>\r\n<p><\/code><\/pre>\n<\/p>\n<p>\u8fd9\u91cc\uff0c<strong>-f<\/strong> \u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u5904\u7406\u51fd\u6570\u548c\u5bf9\u5e94\u7684\u5217\u540d\u3002\u5728\u4e0a\u9762\u7684\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c06\u52171\u7684\u5e73\u5747\u503c\u548c\u52172\u7684\u548c\u4f5c\u4e3a\u5904\u7406\u7ed3\u679c\u3002<\/p>\n<p><h3>4. \u6570\u636e\u5bfc\u51fa<\/h3>\n<\/p>\n<p>\u4f7f\u7528 <strong>export<\/strong> \u547d\u4ee4\u5c06\u5904\u7406\u540e\u7684\u6570\u636e\u5bfc\u51fa\u5230\u6587\u4ef6\u3002<\/p>\n<p><pre><code>r610 export -o \/path\/to\/output.csv<\/p>\r\n<p><\/code><\/pre>\n<\/p>\n<p>\u8fd9\u91cc\uff0c<strong>-o<\/strong> \u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u8f93\u51fa\u6587\u4ef6\u7684\u8def\u5f84\u3002<\/p>\n<p><h2>\u547d\u4ee4\u793a\u4f8b\u53ca\u89e3\u91ca<\/h2>\n<\/p>\n<p>\u4ee5\u4e0b\u662f\u4e00\u4e9b R610 \u547d\u4ee4\u7684\u793a\u4f8b\u53ca\u89e3\u91ca\uff1a<\/p>\n<p><h3>1. \u6570\u636e\u7b5b\u9009<\/h3>\n<\/p>\n<p>\u4f7f\u7528 <strong>filter<\/strong> \u547d\u4ee4\u7b5b\u9009\u6570\u636e\u3002<\/p>\n<p><pre><code>r610 filter -c \"column1 > 100\"<\/p>\r\n<p><\/code><\/pre>\n<\/p>\n<p>\u8fd9\u91cc\uff0c<strong>-c<\/strong> \u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u7b5b\u9009\u6761\u4ef6\u3002\u5728\u4e0a\u9762\u7684\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c06\u7b5b\u9009\u51fa\u52171\u503c\u5927\u4e8e100\u7684\u884c\u3002<\/p>\n<p><h3>2. \u6570\u636e\u6392\u5e8f<\/h3>\n<\/p>\n<p>\u4f7f\u7528 <strong>sort<\/strong> \u547d\u4ee4\u5bf9\u6570\u636e\u8fdb\u884c\u6392\u5e8f\u3002<\/p>\n<p><pre><code>r610 sort -c \"column1, column2\"<\/p>\r\n<p><\/code><\/pre>\n<\/p>\n<p>\u8fd9\u91cc\uff0c<strong>-c<\/strong> \u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u6392\u5e8f\u7684\u5217\u540d\u3002\u5728\u4e0a\u9762\u7684\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c06\u6839\u636e\u52171\u548c\u52172\u7684\u503c\u8fdb\u884c\u6392\u5e8f\u3002<\/p>\n<p><h3>3. \u6570\u636e\u5408\u5e76<\/h3>\n<\/p>\n<p>\u4f7f\u7528 <strong>merge<\/strong> \u547d\u4ee4\u5408\u5e76\u6570\u636e\u3002<\/p>\n<p><pre><code>r610 merge -i \/path\/to\/other_data.csv -c \"column1\"<\/p>\r\n<p><\/code><\/pre>\n<\/p>\n<p>\u8fd9\u91cc\uff0c<strong>-i<\/strong> \u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u8981\u5408\u5e76\u7684\u6570\u636e\u6587\u4ef6\u7684\u8def\u5f84\uff0c<strong>-c<\/strong> \u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u5408\u5e76\u7684\u5217\u540d\u3002\u5728\u4e0a\u9762\u7684\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c06\u5f53\u524d\u6570\u636e\u4e0e\u8def\u5f84\u4e3a \/path\/to\/other_data.csv \u7684\u6570\u636e\u6587\u4ef6\u8fdb\u884c\u5408\u5e76\uff0c\u5408\u5e76\u7684\u4f9d\u636e\u662f\u52171\u7684\u503c\u3002<\/p>\n<p><h2>\u6ce8\u610f\u4e8b\u9879\u4e0e\u5b9e\u7528\u6280\u5de7<\/h2>\n<\/p>\n<ul>\n<li>\u5728\u4f7f\u7528 R610 \u5904\u7406\u6570\u636e\u65f6\uff0c\u8bf7\u6ce8\u610f\u68c0\u67e5\u6570\u636e\u6587\u4ef6\u7684\u5927\u5c0f\uff0c\u907f\u514d\u56e0\u6587\u4ef6\u8fc7\u5927\u800c\u5bfc\u81f4\u5904\u7406\u901f\u5ea6\u8fc7\u6162\u3002<\/li>\n<li>\u5408\u7406\u4f7f\u7528 R610 \u7684\u53c2\u6570\u548c\u547d\u4ee4\uff0c\u53ef\u4ee5\u5927\u5e45\u63d0\u9ad8\u6570\u636e\u5904\u7406\u6548\u7387\u3002<\/li>\n<li>\u5728\u5904\u7406\u5927\u91cf\u6570\u636e\u65f6\uff0c\u5efa\u8bae\u5b9a\u671f\u4fdd\u5b58\u6570\u636e\uff0c\u4ee5\u9632\u6b62\u6570\u636e\u4e22\u5931\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u5185\u5bb9\uff0c\u60a8\u5e94\u8be5\u5df2\u7ecf\u638c\u63e1\u4e86 R610 \u7684\u57fa\u672c\u64cd\u4f5c\u548c\u5b9e\u7528\u6280\u5de7\u3002\u5e0c\u671b\u8fd9\u4e9b\u4fe1\u606f\u5bf9\u60a8\u6709\u6240\u5e2e\u52a9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6280\u672f\u7b80\u4ecb\u4e0e\u4efb\u52a1\u6982\u8ff0 R610 \u662f\u4e00\u6b3e\u57fa\u4e8e Python \u7684\u9ad8\u6548\u6570\u636e\u5904\u7406\u5de5\u5177\uff0c\u5b83\u80fd\u591f\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u5904\u7406\u548c\u5206\u6790\u5927\u91cf\u6570\u636e\u3002\u672c\u6587\u7684\u4efb\u52a1\u662f\u8be6\u7ec6\u4ecb\u7ecd R610 \u7684\u64cd\u4f5c\u6b65\u9aa4\u3001\u547d\u4ee4\u793a\u4f8b\u53ca\u89e3\u91ca\uff0c\u5e76\u63d0\u4f9b\u4e00\u4e9b\u5b9e\u7528\u6280\u5de7\u548c\u6ce8\u610f\u4e8b\u9879\u3002 \u5b89\u88c5\u4e0e\u914d\u7f6e \u9996\u5148\uff0c\u786e\u4fdd\u60a8\u7684\u8ba1\u7b97\u673a\u4e0a&#8230;<\/p>\n","protected":false},"author":1,"featured_media":150,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"topic":[],"class_list":["post-1567","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hw"],"_links":{"self":[{"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/posts\/1567","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/comments?post=1567"}],"version-history":[{"count":1,"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/posts\/1567\/revisions"}],"predecessor-version":[{"id":1568,"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/posts\/1567\/revisions\/1568"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/media\/150"}],"wp:attachment":[{"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/media?parent=1567"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/categories?post=1567"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/tags?post=1567"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.loongdi.net\/blog\/wp-json\/wp\/v2\/topic?post=1567"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}