{"id":50375,"date":"2022-12-17T08:51:36","date_gmt":"2022-12-11T16:18:27","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e4%bb%8b%e7%bb%8dapache-zeppelin%e7%9a%84%e5%8a%9f%e8%83%bd%e9%83%a8%e5%88%86%e3%80%82\/"},"modified":"2024-04-29T05:42:07","modified_gmt":"2024-04-28T21:42:07","slug":"%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e4%bb%8b%e7%bb%8dapache-zeppelin%e7%9a%84%e5%8a%9f%e8%83%bd%e9%83%a8%e5%88%86%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e4%bb%8b%e7%bb%8dapache-zeppelin%e7%9a%84%e5%8a%9f%e8%83%bd%e9%83%a8%e5%88%86%e3%80%82\/","title":{"rendered":"\u4ece\u96f6\u5f00\u59cb\u4ecb\u7ecdApache Zeppelin\u7684\u529f\u80fd\u90e8\u5206"},"content":{"rendered":"<h2>\u7cfb\u5217\u94fe\u63a5<\/h2>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u529f\u80fd\u4ecb\u7ecd\u7f16<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u5b89\u88c5\u30fb\u542f\u52a8\u30fb\u505c\u6b62\u7f16<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u8bbe\u7f6e\u7f16<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>Spark\u89e3\u91ca\u5668\u7f16<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u5176\u4ed6\u89e3\u91ca\u5668\u7f16\uff08\u8ba1\u5212\u4e2d\uff09<\/ol>\n<h2>\u53ea\u9700\u8981\u4e00\u4e2a\u9009\u9879\uff1a<\/h2>\n<p>\u7b80\u800c\u8a00\u4e4b<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Apache Zeppelin\u306fSpark\u3092\u4e2d\u5fc3\u3068\u3057\u3064\u3064<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Redshift\u3001BigQuery\u306a\u3069\u306e\u4ed6\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u308b\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Apache Zeppelin\u306f\u30d5\u30a9\u30fc\u30e0\u5165\u529b\u3084\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3001<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30ce\u30fc\u30c8\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u5b9f\u884c\u304c\u3067\u304d\u308b\u306a\u3069\u9ad8\u6a5f\u80fd\u306a\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3002<\/ul>\n<h2>\u8fd9\u4e2a\u7cfb\u5217\u7684\u76ee\u6807\u8bfb\u8005 (zh\u00e8 ge x\u00ec li\u00e8 de m\u00f9 d\u00fa zh\u011b)<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u8208\u5473\u306f\u3042\u308b\u304c\u8a73\u3057\u304f\u306f\u77e5\u3089\u306a\u3044\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u8a2d\u5b9a\u306a\u3069Spark\u306b\u95a2\u3059\u308b\u57fa\u672c\u7684\u306a\u4e8b\u9805\u306f\u628a\u63e1\u3057\u3066\u3044\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Java\u3067\u4e00\u822c\u7684\u306a\u4f9d\u5b58\u6027\u7ba1\u7406\u65b9\u6cd5\u306f\u628a\u63e1\u3057\u3066\u3044\u308b\u3002<\/ul>\n<h2>\u8bf7\u6ce8\u610f\uff08\u8bf7\u52a1\u5fc5\u9605\u8bfb\uff09<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u4ee5\u4e0b\u306f\u514d\u8cac\u4e8b\u9805\u3067\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>\u672c\u30b7\u30ea\u30fc\u30ba\u306b\u63b2\u8f09\u3055\u308c\u305f\u5185\u5bb9\u306f\u6295\u7a3f\u8005\u306e\u500b\u4eba\u7684\u898b\u89e3\u3067\u3042\u308a\u3001<br \/>\n\u6240\u5c5e\u3059\u308b\u4f01\u696d\u30fb\u90e8\u9580\u306e\u516c\u5f0f\u898b\u89e3\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br \/>\n\u672c\u30b7\u30ea\u30fc\u30ba\u306b\u63b2\u8f09\u3055\u308c\u305f\u5185\u5bb9\u306b\u3064\u3044\u3066<br \/>\n\u53ef\u80fd\u306a\u9650\u308a\u6b63\u78ba\u3092\u671f\u3059\u3088\u3046\u306b\u3057\u3066\u304a\u308a\u307e\u3059\u304c\u3001<br \/>\n\u63b2\u8f09\u3055\u308c\u305f\u5185\u5bb9\u306e\u6b63\u78ba\u6027\u3001\u4fe1\u983c\u6027\u3001\u5b8c\u5168\u6027\u3092<br \/>\n\u4fdd\u8a3c\u3059\u308b\u3082\u306e\u3067\u306f\u3054\u3056\u3044\u307e\u305b\u3093\u3002<br \/>\n\u672c\u30b7\u30ea\u30fc\u30ba\u306b\u63b2\u8f09\u3055\u308c\u305f\u5185\u5bb9\u306b\u3088\u3063\u3066\u751f\u3058\u305f<br \/>\n\u3042\u3089\u3086\u308b\u640d\u5bb3\u7b49\u306b\u95a2\u3057\u3066\u6295\u7a3f\u8005\u306a\u3089\u3073\u306b\u6240\u5c5e\u3059\u308b\u4f01\u696d\u30fb\u90e8\u9580\u306f<br \/>\n\u4e00\u5207\u306e\u8cac\u4efb\u3092\u8ca0\u3044\u307e\u305b\u3093\u3002<\/p>\n<p>\u5c06\u6765\u7684\u306b\u8ffd\u52a0\u3001\u5909\u66f4\u3001\u5ec3\u6b62\u3055\u308c\u308b\u6a5f\u80fd\u3082\u5f53\u7136\u3054\u3056\u3044\u307e\u3059\u306e\u3067<br \/>\nApache Zeppelin\u3092\u4f7f\u7528\u3059\u308b\u969b\u306f\u516c\u5f0f\u30da\u30fc\u30b8\u306b\u3066\u78ba\u8a8d\u3092\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002<br \/>\n\u3053\u306e\u30b7\u30ea\u30fc\u30ba\u3067\u306fSpark\u3084Scala\u3068\u3044\u3063\u305f<br \/>\nApache Zeppelin\u4ee5\u5916\u306e\u4e8b\u9805\u306b\u95a2\u3057\u3066\u306f\u89e3\u8aac\u3044\u305f\u3057\u307e\u305b\u3093\u3002<br \/>\n\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u3044\u308b\u30b5\u30a4\u30c8\u306b\u3066\u78ba\u8a8d\u3092\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n<h2>\u5bf9\u4e8e\u8fd9\u4e2a\u7cfb\u5217\u7684\u73af\u5883<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">OS<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">macOS<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30e1\u30e2\u30ea<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">16GB<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Java<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">OpenJDK 64-Bit Server VM, Java 1.8.0_232<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Scala<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">2.13.1<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Apache Zeppelin<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">0.8.2<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Apache Spark<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">2.4.4<\/ul>\n<h2>\u7cfb\u5217\u7684\u80cc\u666f<\/h2>\n<p>\u6211\u5bf9Apache Zeppelin\u4e00\u76f4\u5f88\u611f\u5174\u8da3\uff0c\u5e76\u4e2a\u4eba\u8fdb\u884c\u4e86\u4e00\u4e9b\u5c1d\u8bd5\u3002\u4f46\u662f\uff0c\u76ee\u524d\u7684\u5de5\u4f5c\u73af\u5883\u4e3b\u8981\u8003\u8651\u5230\u81ea\u52a8\u5316\u7684\u89d2\u5ea6\uff0c\u5728\u4f7f\u7528\u4e91\u73af\u5883\u65b9\u9762\u5df2\u7ecf\u5236\u5b9a\u4e86\u65b9\u9488\uff0c\u6240\u4ee5\u8981\u5c06Apache Zeppelin\u5e94\u7528\u5230\u5b9e\u9645\u5de5\u4f5c\u4e2d\uff0c\u5fc5\u987b\u63d0\u4f9b\u5168\u6258\u7ba1\u7684\u670d\u52a1\u624d\u884c\uff08\u5982AWS EMR\u548cCloud Dataproc\uff09\u3002\u5982\u679c\u66f4\u591a\u4eba\u5f00\u59cb\u5229\u7528Apache Zeppelin\uff0c\u6216\u8bb8\u4f1a\u63d0\u4f9b\u5168\u6258\u7ba1\u7684\u670d\u52a1\u5462\uff1f\u6240\u4ee5\u6211\u5e26\u7740\u4e00\u4e1d\u5e0c\u671b\u5f00\u59cb\u9605\u8bfb\u8fd9\u4e2a\u7cfb\u5217\u3002\u5982\u679c\u901a\u8fc7\u9605\u8bfb\u8fd9\u4e2a\u7cfb\u5217\uff0c\u80fd\u8ba9\u60a8\u5bf9Apache Zeppelin\u4ea7\u751f\u4e00\u4e1d\u5174\u8da3\uff0c\u6211\u4f1a\u975e\u5e38\u9ad8\u5174\u3002<\/p>\n<h2>Apache Zeppelin\u662f\u4ec0\u4e48\uff1f<\/h2>\n<p>\u8fd9\u662f\u4e00\u4e2a\u7528\u4e8e\u663e\u793a\u901a\u8fc7Spark\u83b7\u53d6\u7684\u6570\u636e\u7684\u8868\u683c\u548c\u56fe\u5f62\u7684\u4e3b\u8981\u7528\u9014\uff0c\u540c\u65f6\u8fd8\u53ef\u4ee5\u663e\u793a\u5176\u4ed6\u6570\u636e\u6e90\uff08\u5982Redshift\u548cBigQuery\uff09\u7684\u6570\u636e\uff0c\u8fd8\u53ef\u4ee5\u6267\u884cScala\u3001Python\u3001R\u548cShell\u547d\u4ee4\u7b49\u591a\u79cd\u64cd\u4f5c\u3002\u5b83\u662f\u4e00\u4e2a\u7531Scala\u5b9e\u73b0\u7684\u529f\u80fd\u5f3a\u5927\u7684Notebook\u3002\u6b64\u5916\uff0c\u5176\u8bb8\u53ef\u8bc1\u4e3aApache License 2.0\u3002<\/p>\n<h2>\u7b46\u8a18\u672c\u662f\u4ec0\u4e48\uff1f<\/h2>\n<p>Apache Zeppelin \u662f\u4e00\u4e2a\u7b14\u8bb0\u672c\uff0c\u800c\u4ec0\u4e48\u662f\u7b14\u8bb0\u672c\u5462\uff1f\u5b83\u6307\u7684\u662f\u4ee5\u4e0b\u7684\u4e1c\u897f\u3002<\/p>\n<pre class=\"post-pre\"><code>\u6587\u82b8\u7684\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u8a18\u8ff0\u3059\u308b\u74b0\u5883\u3068\u306a\u308b\u4eee\u60f3\u7684\u306a\u30ce\u30fc\u30c8\r\n<\/code><\/pre>\n<p>\u53c2\u8003<\/p>\n<p>\u6587\u5b66\u7c7b\u7684\u7a0b\u5e8f\u7a76\u7adf\u662f\u4ec0\u4e48\u5462\uff1f\u7b80\u5355\u6765\u8bf4\uff0c\u5c31\u662f\u4ee5\u4e0b\u8fd9\u4e9b\uff1a<\/p>\n<pre class=\"post-pre\"><code>\u30d6\u30e9\u30a6\u30b6\u7b49\u3067\u30d7\u30ed\u30b0\u30e9\u30e0\u30b3\u30fc\u30c9\u3068\u30b3\u30e1\u30f3\u30c8\u3092\r\n\u5165\u529b\u3057\u3066\u305d\u308c\u3089\u3092\u5225\u3005\u306b\u51e6\u7406\u3057\u305f\u7d50\u679c\u3092\u51fa\u529b\u3059\u308b\u3082\u306e\r\n<\/code><\/pre>\n<p>\u4f9d\u636e<\/p>\n<p>\u56e0\u6b64\uff0c\u4f7f\u7528\u7b14\u8bb0\u672c\u7684\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u8bc4\u8bba\u6765\u66f4\u52a0\u6e05\u695a\u5730\u89e3\u91ca\u5e76\u63cf\u8ff0\u7a0b\u5e8f\u4ee3\u7801\u7684\u8f93\u51fa\u7ed3\u679c\u3002\u867d\u7136\u7f16\u7a0b\u4ee3\u7801\u548c\u8bc4\u8bba\u4e3b\u8981\u662f\u7531\u5de5\u7a0b\u5e08\u7f16\u5199\u7684\uff0c\u4f46\u662f\u65e0\u8bba\u7a0b\u5e8f\u4ee3\u7801\u591a\u4e48\u590d\u6742\uff0c\u9644\u5e26\u7684\u8bc4\u8bba\u53ef\u4ee5\u4f7f\u975e\u5de5\u7a0b\u5e08\u76f8\u5bf9\u5bb9\u6613\u5730\u7406\u89e3\u548c\u4f7f\u7528\u8f93\u51fa\u7ed3\u679c\uff0c\u8fd9\u662f\u6211\u4e2a\u4eba\u8ba4\u4e3a\u4f7f\u7528\u7b14\u8bb0\u672c\u7684\u4f18\u70b9\u3002<\/p>\n<h2>Apache Zeppelin\u7684\u529f\u80fd\uff08\u90e8\u5206\u6458\u5f55\uff09<\/h2>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9162913a08637a6df673\/23-11.png\" alt=\"\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u8a2d\u5b9a\u5f8c\u306e\u4f8b\" \/><\/div>\n<h2>\u7ee7\u7eed<\/h2>\n<p>\u4e0b\u6b21\u4e3b\u9898\u662f\u5b89\u88c5\u3001\u542f\u52a8\u548c\u505c\u6b62\u7684\u5185\u5bb9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7cfb\u5217\u94fe\u63a5 \u529f\u80fd\u4ecb\u7ecd\u7f16 &nbsp; \u5b89\u88c5\u30fb\u542f\u52a8\u30fb\u505c\u6b62\u7f16 &nbsp; \u8bbe\u7f6e\u7f16 &nbsp; Spark\u89e3\u91ca\u5668\u7f16 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