{"id":36933,"date":"2023-02-11T03:52:39","date_gmt":"2023-10-09T10:15:27","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%80%bb%e7%bb%93%e3%80%8capache-zeppelin%e3%80%8d%e7%9a%84%e5%ae%89%e8%a3%85%e6%96%b9%e6%b3%95\/"},"modified":"2024-04-29T14:05:10","modified_gmt":"2024-04-29T06:05:10","slug":"%e6%80%bb%e7%bb%93%e3%80%8capache-zeppelin%e3%80%8d%e7%9a%84%e5%ae%89%e8%a3%85%e6%96%b9%e6%b3%95","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%80%bb%e7%bb%93%e3%80%8capache-zeppelin%e3%80%8d%e7%9a%84%e5%ae%89%e8%a3%85%e6%96%b9%e6%b3%95\/","title":{"rendered":"\u603b\u7ed3\u300cApache Zeppelin\u300d\u7684\u5b89\u88c5\u65b9\u6cd5"},"content":{"rendered":"<p>\u4f5c\u4e3a\u4e0b\u4e00\u4ee3\u6570\u636e\u5206\u6790\u57fa\u7840\u8bbe\u65bd\uff0cApache Spark\u975e\u5e38\u53d7\u5230\u5173\u6ce8\uff0c\u4f46\u4f5c\u4e3a\u6570\u636e\u5206\u6790\u7684\u91cd\u8981\u5143\u7d20\u4e4b\u4e00\uff0c\u6570\u636e\u53ef\u89c6\u5316\u4e5f\u662f\u5176\u4e2d\u4e4b\u4e00\u3002<br \/>\nPython\u548cR\u5728\u8fd9\u65b9\u9762\u7684\u5de5\u5177\u4e5f\u975e\u5e38\u5b8c\u5584\u3002\uff08\u5982Matplotlib, ggplot\u7b49\uff09<br \/>\n\u6b64\u5916\uff0c\u5bf9\u4e8e\u5206\u6790\u5e08\u6765\u8bf4\uff0c\u53ef\u4ee5\u5728\u4ea4\u4e92\u73af\u5883\u4e0b\u6267\u884c\u4ee3\u7801\u548c\u7ed8\u5236\u56fe\u8868\u7684iPython Notebook\u548cRStudio\u7b49\u5de5\u5177\u975e\u5e38\u65b9\u4fbf\u3002<\/p>\n<p>\u76ee\u524d\uff0cDatabricks\u6b63\u5728\u958b\u767c\u540d\u70ba\u300cDatabricks Cloud\u300d\u7684\u8edf\u9ad4\uff0c\u8a72\u8edf\u9ad4\u53ef\u5728iPython Notebook\u7b49\u74b0\u5883\u4e2d\u904b\u884cApache Spark\u3002<\/p>\n<p>\u7136\u800c\uff0c\u7531\u4e8e\u76ee\u524d\u53ea\u5bf9\u90e8\u5206\u7528\u6237\u516c\u5f00\uff0c\u56e0\u6b64\u5e76\u6ca1\u6709\u6210\u4e3a\u4e00\u4e2a\u4eba\u4eba\u90fd\u53ef\u4ee5\u8f7b\u677e\u4f7f\u7528\u7684\u73af\u5883\u3002\u56e0\u6b64\uff0c\u6211\u5c06\u4ecb\u7ecd\u5982\u4f55\u5b89\u88c5\u63d0\u4f9b\u4e0eDatabricks Cloud\u7c7b\u4f3c\u73af\u5883\u7684\u300cApache Zeppelin(Incubator)\u300d\u3002<\/p>\n<p>\u6b63\u5982\u5b98\u65b9\u7f51\u7ad9\u6240\u8ff0\uff0cZeppelin\u63d0\u4f9b\u4e86\u540d\u4e3aNotebook\u7684\u4ea4\u4e92\u5f0fShell\uff0c\u53ef\u4ee5\u4f7f\u7528SparkSQL\u63d0\u4f9b\u7ed3\u6784\u5316\u6570\u636e\uff0c\u5e76\u4f7f\u7528SparkStreaming\u4eceTwitter\u83b7\u53d6\u6570\u636e\uff0c\u5e76\u5c06\u6267\u884c\u7ed3\u679c\u5c55\u793a\u4e3a\u56fe\u8868\u7b49\u5f62\u5f0f\u3002\u6b64\u5916\uff0cZeppelin\u4e5f\u662f100%\u5f00\u6e90\u7684\uff0c\u56e0\u6b64\u53ef\u4ee5\u8f7b\u677e\u4f7f\u7528\u3002<\/p>\n<h2>\u73af\u5883<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Mac OSX 10.9.5 Mervericks<\/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\">JDK 1.7.0_76<\/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\">Maven 3.2.5<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Node.js (npm) 0.10.33<\/ul>\n<h2>\u5b89\u88dd<\/h2>\n<p>\u9996\u5148\uff0c\u5c06\u5b58\u50a8\u5e93\u514b\u9686\u5230\u672c\u5730\u3002<\/p>\n<pre class=\"post-pre\"><code>git clone https:\/\/github.com\/apache\/incubator-zeppelin.git\r\n<span class=\"nb\">cd <\/span>zeppelin\r\n<\/code><\/pre>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u4f7f\u7528Maven\u8fdb\u884c\u6784\u5efa\u3002<br \/>\n\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u4f60\u53ef\u4ee5\u6307\u5b9aSpark\u7684\u7248\u672c\u3002<br \/>\n\uff08\u9ed8\u8ba4\u7248\u672c\u8f83\u65e7\uff0c\u5efa\u8bae\u6307\u5b9a\u65b0\u7248\u672c\u3002\uff09<\/p>\n<pre class=\"post-pre\"><code>mvn clean package <span class=\"nt\">-Pspark-1<\/span>.2 <span class=\"nt\">-DskipTests<\/span>\r\n<\/code><\/pre>\n<p>\u4e00\u65e6\u6784\u5efa\u5b8c\u6210\uff0c\u5c31\u53ef\u4ee5\u5f00\u59cb\u8fd0\u884c\u4e86\u3002<\/p>\n<pre class=\"post-pre\"><code>.\/bin\/zeppelin-daemon.sh start\r\n<\/code><\/pre>\n<p>\u5f53\u4f60\u8bbf\u95eelocalhost:8080\u65f6\uff0c\u4f60\u53ef\u4ee5\u770b\u5230\u9996\u9875\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2015-02-25 23.31.26.png\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d2b9137434c4406c4aa9b\/14-0.png\" alt=\"top.png\" \/><\/div>\n<p>\u505c\u6b62\u670d\u52a1\u5668\u65f6\uff0c\u8bf7\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u3002<\/p>\n<pre class=\"post-pre\"><code>.\/bin\/zeppelin-daemon.sh stop\r\n<\/code><\/pre>\n<h2>\u6559\u7a0b<\/h2>\n<p>\u542f\u52a8\u540e\uff0c\u60a8\u53ef\u4ee5\u9009\u62e9\u7b14\u8bb0\u672c\u8fdb\u884c\u64cd\u4f5c\u3002<br \/>\n\u5f53\u60a8\u67e5\u770b\u9009\u62e9\u9879\u65f6\uff0c\u5c06\u4f1a\u53d1\u73b0\u201cZeppelin Tutorial\u201d\u4e2d\u7684\u7b14\u8bb0\u672c\u5df2\u7ecf\u9884\u5148\u8bbe\u7f6e\u597d\u3002<br \/>\n\u901a\u8fc7\u67e5\u770b\u5b83\uff0c\u60a8\u53ef\u4ee5\u4e86\u89e3\u5728SparkSQL\u548c\u53ef\u89c6\u5316\u65b9\u9762\u80fd\u591f\u5b9e\u73b0\u54ea\u4e9b\u529f\u80fd\u3002<br \/>\n\u6b64\u5916\uff0c\u5728\u5b98\u65b9\u7f51\u9875\u4e2d\u8fd8\u4f7f\u7528Spark Streaming\u5bf9\u4eceTwitter\u83b7\u53d6\u7684\u6570\u636e\u8fdb\u884c\u4e86\u7b80\u5355\u7684\u8bed\u8a00\u5904\u7406\u3002<\/p>\n<h2>\u5728\u4e2d\u56fd\uff0c\u6211\u89c9\u5f97\u8fd9\u4e2a\u529f\u80fd\u5f88\u65b9\u4fbf\u3002<\/h2>\n<h3>\u5c55\u793a<\/h3>\n<p>\u53ef\u4ee5\u901a\u8fc7\u6807\u51c6\u8f93\u51fa\u663e\u793aHTML\u3001\u56fe\u50cf\u548c\u7b80\u5355\u7684\u8868\u683c\u7b49\u3002<\/p>\n<pre class=\"post-pre\"><code>println(\"%html &lt;p style=\\\"font-size:200%; color:red\\\"&gt;Important!!&lt;\/p&gt;\")\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2015-02-25 23.40.18.png\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d2b9137434c4406c4aa9b\/23-0.png\" alt=\"display.png\" \/><\/div>\n<h3>\u52a8\u6001\u8868\u5355<\/h3>\n<p>\u60a8\u53ef\u4ee5\u5c06\u4e0b\u9762\u8fd9\u4e9b\u53d8\u91cf\u5d4c\u5165\u5230\u4ee3\u7801\u4e2d\uff0c\u5c31\u50cf\u6a21\u677f\u4e00\u6837\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\">\/\/ Hello world<\/span>\r\n<span class=\"nf\">println<\/span><span class=\"o\">(<\/span><span class=\"s\">\"Hello, \"<\/span> <span class=\"o\">+<\/span> <span class=\"nv\">z<\/span><span class=\"o\">.<\/span><span class=\"py\">input<\/span><span class=\"o\">(<\/span><span class=\"s\">\"name\"<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"world\"<\/span><span class=\"o\">))<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"c1\">-- maxAge\u3088\u308aage\u306e\u9ad8\u3044user\u3092\u53d6\u5f97\u3059\u308b<\/span>\r\n<span class=\"o\">%<\/span><span class=\"k\">sql<\/span> <span class=\"k\">SELECT<\/span> <span class=\"o\">*<\/span> <span class=\"k\">FROM<\/span> <span class=\"n\">users<\/span> <span class=\"k\">WHERE<\/span> <span class=\"n\">age<\/span> <span class=\"o\">&gt;<\/span> <span class=\"err\">${<\/span><span class=\"n\">maxAge<\/span><span class=\"o\">=<\/span><span class=\"mi\">30<\/span><span class=\"err\">}<\/span>\r\n<\/code><\/pre>\n<p>\u4ee5\u8fd9\u79cd\u65b9\u5f0f\u5d4c\u5165\u7684\u53d8\u91cf\u5c06\u5728\u7ed8\u5236\u7ed3\u679c\u7684\u65c1\u8fb9\u653e\u7f6e\u4e00\u4e2a\u8868\u5355\uff0c\u65e0\u9700\u4fee\u6539\u4ee3\u7801\uff0c\u4ec5\u9700\u66f4\u6539\u503c\u3002\u53e6\u5916\uff0c\u4e00\u65e6\u503c\u88ab\u4fee\u6539\uff0c\u7ed3\u679c\u4f1a\u7acb\u5373\u53cd\u6620\u5728\u56fe\u8868\u7b49\u4e2d\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2015-02-25 23.41.53.png\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d2b9137434c4406c4aa9b\/29-0.png\" alt=\"zeppelin.png\" \/><\/div>\n<h3>\u5408\u4f5c<\/h3>\n<p>\u591a\u4e2a\u4eba\u53ef\u4ee5\u5bf9\u540c\u4e00URL\u8fdb\u884c\u64cd\u4f5c\u3002<br \/>\n\u7cfb\u7edf\u5185\u8fd0\u884cWebSocket\uff0c\u5982\u679c\u6709\u66f4\u65b0\uff0c\u5f53\u524d\u6d4f\u89c8\u9875\u9762\u5c06\u5f02\u6b65\u66f4\u65b0\u3002<br \/>\n\u540c\u65f6\uff0c\u53ef\u4ee5\u5c06\u6267\u884c\u7ed3\u679c\u5355\u72ec\u63d0\u53d6\u4e3aURL\uff0c\u5e76\u4e0e\u4ed6\u4eba\u8fdb\u884c\u5171\u4eab\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f5c\u4e3a\u4e0b\u4e00\u4ee3\u6570\u636e\u5206\u6790\u57fa\u7840\u8bbe\u65bd\uff0cApache Spark\u975e\u5e38\u53d7\u5230\u5173\u6ce8\uff0c\u4f46\u4f5c\u4e3a\u6570\u636e\u5206\u6790\u7684\u91cd\u8981\u5143\u7d20\u4e4b\u4e00\uff0c\u6570\u636e\u53ef\u89c6\u5316\u4e5f\u662f [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-36933","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u603b\u7ed3\u300cApache 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