{"id":36447,"date":"2023-10-04T14:33:18","date_gmt":"2024-01-18T11:01:25","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%85%b3%e4%ba%8e%e4%bd%bf%e7%94%a8apache-hop%e8%bf%9b%e8%a1%8cmlops%e7%ae%a1%e7%90%86\/"},"modified":"2024-05-04T02:51:04","modified_gmt":"2024-05-03T18:51:04","slug":"%e5%85%b3%e4%ba%8e%e4%bd%bf%e7%94%a8apache-hop%e8%bf%9b%e8%a1%8cmlops%e7%ae%a1%e7%90%86","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%85%b3%e4%ba%8e%e4%bd%bf%e7%94%a8apache-hop%e8%bf%9b%e8%a1%8cmlops%e7%ae%a1%e7%90%86\/","title":{"rendered":"\u5173\u4e8e\u4f7f\u7528Apache Hop\u8fdb\u884cMLOps\u7ba1\u7406"},"content":{"rendered":"

MLOps\uff08\u673a\u5668\u5b66\u4e60\u8fd0\u7ef4\uff09\u662f\u4e00\u79cd\u65e8\u5728\u9ad8\u6548\u987a\u7545\u5730\u8fdb\u884c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5f00\u53d1\u548c\u90e8\u7f72\u7684\u5b9e\u8df5\u65b9\u6cd5\u3002\u5982\u679c\u4f7f\u7528Apache Hop\u8fdb\u884cMLOps\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u6b65\u9aa4\uff1a<\/p>\n

    \n
  1. \n
      \u8bbe\u8ba1\u7528\u4e8e\u5904\u7406\u6570\u636e\u7684\u5de5\u4f5c\u6d41\u7a0b\uff1aHop\u662f\u4e00\u79cd\u7528\u4e8e\u8bbe\u8ba1\u5904\u7406\u6570\u636e\u7684\u5de5\u4f5c\u6d41\u7a0b\u7684\u5de5\u5177\u3002\u901a\u8fc7\u8bbe\u8ba1\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5305\u62ec\u6536\u96c6\u3001\u51c6\u5907\u548c\u8bad\u7ec3\u6a21\u578b\u7684\u6b65\u9aa4\uff0c\u53ef\u4ee5\u6784\u5efaMLOps\u7ba1\u9053\u3002<\/ol>\n<\/li>\n<\/ol>\n

      \u5b9e\u65bd\u5de5\u4f5c\u6d41\u7a0b\uff1aHop\u4f7f\u7528\u5404\u79cd\u8bed\u8a00\uff0c\u5982Python\u548cR\uff0c\u6765\u5b9e\u65bd\u5de5\u4f5c\u6d41\u7a0b\u3002\u6b64\u5916\uff0c\u901a\u8fc7\u6574\u5408Hadoop\u548cSpark\u7b49\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u6846\u67b6\uff0cHop\u53ef\u4ee5\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u96c6\u3002<\/p>\n

      \u6267\u884c\u5de5\u4f5c\u6d41\u7a0b\uff1a\u4f7f\u7528Hop\u53ef\u4ee5\u6267\u884c\u5de5\u4f5c\u6d41\u7a0b\u3002\u4e00\u65e6\u6267\u884c\uff0c\u6bcf\u4e2a\u6b65\u9aa4\u4f1a\u6309\u987a\u5e8f\u6267\u884c\uff0c\u5e76\u4e14\u8f93\u51fa\u5c06\u4f20\u9012\u7ed9\u4e0b\u4e00\u4e2a\u6b65\u9aa4\u3002\u5b8c\u6210\u5de5\u4f5c\u6d41\u7a0b\u540e\uff0c\u5c06\u751f\u6210\u7ed3\u679c\u3002<\/p>\n

      \u90e8\u7f72\u6a21\u578b\uff1a\u4f7f\u7528Hop\u53ef\u4ee5\u5c06\u90e8\u7f72\u6a21\u578b\u7684\u6b65\u9aa4\u6dfb\u52a0\u5230\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u5c06\u6a21\u578b\u90e8\u7f72\u5230API\u670d\u52a1\u5668\u4e0a\uff0c\u4ee5\u4fbf\u4ece\u5916\u90e8\u8fdb\u884c\u8bbf\u95ee\u3002<\/p>\n

      \u901a\u8fc7\u4f7f\u7528Apache Hop\uff0c\u5b9e\u73b0MLOps\u7684\u4e00\u822c\u6d41\u7a0b\u5982\u4e0a\u6240\u793a\u3002\u4f7f\u7528Hop\uff0c\u53ef\u4ee5\u9ad8\u6548\u987a\u7545\u5730\u6784\u5efaMLOps\u7ba1\u9053\u3002<\/p>\n

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

      \u60a8\u53ef\u4ee5\u5728\u4f7f\u7528Apache Hop\u65f6\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9\u3002<\/p>\n

      \u60a8\u53ef\u4ee5\u5728\u4f7f\u7528Apache Hop\u65f6\u5305\u62ec\u4ee5\u4e0b\u5185\u5bb9\u3002<\/p>\n

      \u8981\u5b89\u88c5Hop: \u8981\u4f7f\u7528Hop\uff0c\u9996\u5148\u9700\u8981\u5b89\u88c5\u5b83\u3002\u7531\u4e8eHop\u662f\u4e00\u4e2aJava\u5e94\u7528\u7a0b\u5e8f\uff0c\u6240\u4ee5\u524d\u63d0\u6761\u4ef6\u662f\u5b89\u88c5\u4e86Java\u8fd0\u884c\u65f6\u73af\u5883\u3002\u6709\u5173Hop\u5b89\u88c5\u7684\u65b9\u6cd5\uff0c\u8bf7\u53c2\u8003\u5b98\u65b9\u7f51\u7ad9\u6216\u5176\u4ed6\u76f8\u5173\u8d44\u6599\u3002<\/p>\n

      Hop\u7684\u5de5\u4f5c\u6d41\u8bbe\u8ba1\uff1aHop\u7684\u6700\u5927\u7279\u70b9\u4e4b\u4e00\u662f\u80fd\u591f\u8bbe\u8ba1\u7528\u4e8e\u5904\u7406\u6570\u636e\u7684\u5de5\u4f5c\u6d41\u3002Hop\u7684\u5de5\u4f5c\u6d41\u4ee5XML\u683c\u5f0f\u8fdb\u884c\u63cf\u8ff0\u3002\u6bcf\u4e2a\u6b65\u9aa4\u90fd\u6709\u8f93\u5165\u548c\u8f93\u51fa\uff0c\u5e76\u5206\u522b\u4f20\u9012\u7ed9\u5176\u4ed6\u6b65\u9aa4\u3002\u8981\u8bbe\u8ba1\u5de5\u4f5c\u6d41\uff0c\u53ef\u4ee5\u7ec4\u5408Hop\u63d0\u4f9b\u7684\u4e30\u5bcc\u6b65\u9aa4\u3002<\/p>\n

      Hop\u7684\u5de5\u4f5c\u6d41\u5b9e\u73b0\uff1aHop\u7684\u5de5\u4f5c\u6d41\u53ef\u4ee5\u4f7f\u7528\u8bf8\u5982Python\u6216R\u7b49\u8bed\u8a00\u6765\u5b9e\u73b0\u3002\u5728Hop\u7684\u5de5\u4f5c\u6d41\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u6b65\u9aa4\u6765\u6267\u884cPython\u811a\u672c\u3002\u6b64\u5916\uff0cHop\u901a\u8fc7\u96c6\u6210Hadoop\u548cSpark\u7b49\u5927\u6570\u636e\u5904\u7406\u6846\u67b6\uff0c\u53ef\u4ee5\u5904\u7406\u5927\u89c4\u6a21\u7684\u6570\u636e\u96c6\u3002<\/p>\n

      \u4f7f\u7528 Hop \u80fd\u591f\u6267\u884c Hop \u7684\u5de5\u4f5c\u6d41\u7a0b\u3002Hop \u7684\u5de5\u4f5c\u6d41\u7a0b\u53ef\u4ee5\u901a\u8fc7\u547d\u4ee4\u884c\u6765\u6267\u884c\uff0c\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7 Hop \u7684 Web \u63a7\u5236\u53f0\u5728\u6d4f\u89c8\u5668\u4e0a\u6267\u884c\u3002<\/p>\n

      \u4f7f\u7528 Hop \u8fdb\u884c\u6a21\u578b\u90e8\u7f72\uff1a\u4f7f\u7528 Hop\uff0c\u60a8\u53ef\u4ee5\u5c06\u90e8\u7f72\u6a21\u578b\u7684\u6b65\u9aa4\u6dfb\u52a0\u5230\u5de5\u4f5c\u6d41\u4e2d\u3002\u60a8\u53ef\u4ee5\u5c06\u6a21\u578b\u90e8\u7f72\u5230 API \u670d\u52a1\u5668\u4e0a\uff0c\u5e76\u4f7f\u5176\u53ef\u4ece\u5916\u90e8\u8bbf\u95ee\u3002\u901a\u8fc7 Hop \u7684\u5de5\u4f5c\u6d41\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u8c03\u7528 REST API \u7684\u6b65\u9aa4\u6765\u90e8\u7f72\u6a21\u578b\u3002\u8fd9\u662f\u4f7f\u7528 Apache Hop \u7684\u793a\u4f8b\u4e4b\u4e00\u3002\u4f7f\u7528 Hop\uff0c\u60a8\u53ef\u4ee5\u9ad8\u6548\u4e14\u987a\u7545\u5730\u6784\u5efa MLOps \u6d41\u6c34\u7ebf\u3002<\/p>\n

      \u53c2\u8003\u6587\u7ae0\uff1ahttps:\/\/www.opensquare.co.jp\/seminar_document\/127\/01.pdf<\/p>\n","protected":false},"excerpt":{"rendered":"

      MLOps\uff08\u673a\u5668\u5b66\u4e60\u8fd0\u7ef4\uff09\u662f\u4e00\u79cd\u65e8\u5728\u9ad8\u6548\u987a\u7545\u5730\u8fdb\u884c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5f00\u53d1\u548c\u90e8\u7f72\u7684\u5b9e\u8df5\u65b9\u6cd5\u3002\u5982\u679c\u4f7f\u7528Apache Ho […]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-36447","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n\u5173\u4e8e\u4f7f\u7528Apache Hop\u8fdb\u884cMLOps\u7ba1\u7406 - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5173\u4e8e\u4f7f\u7528apache-hop\u8fdb\u884cmlops\u7ba1\u7406\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5173\u4e8e\u4f7f\u7528Apache Hop\u8fdb\u884cMLOps\u7ba1\u7406\" \/>\n<meta property=\"og:description\" content=\"MLOps\uff08\u673a\u5668\u5b66\u4e60\u8fd0\u7ef4\uff09\u662f\u4e00\u79cd\u65e8\u5728\u9ad8\u6548\u987a\u7545\u5730\u8fdb\u884c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5f00\u53d1\u548c\u90e8\u7f72\u7684\u5b9e\u8df5\u65b9\u6cd5\u3002\u5982\u679c\u4f7f\u7528Apache Ho […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5173\u4e8e\u4f7f\u7528apache-hop\u8fdb\u884cmlops\u7ba1\u7406\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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