{"id":36894,"date":"2023-04-18T11:34:40","date_gmt":"2023-07-08T11:25:10","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8typesafe-activator%e5%b0%9d%e8%af%95apache-spark%e3%80%82\/"},"modified":"2024-04-30T00:05:37","modified_gmt":"2024-04-29T16:05:37","slug":"%e4%bd%bf%e7%94%a8typesafe-activator%e5%b0%9d%e8%af%95apache-spark%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8typesafe-activator%e5%b0%9d%e8%af%95apache-spark%e3%80%82\/","title":{"rendered":"\u4f7f\u7528Typesafe Activator\u5c1d\u8bd5Apache Spark"},"content":{"rendered":"<p>\u4f7f\u7528Typesafe Activator\u4f5c\u4e3a\u8bbe\u7f6eScala\u5f00\u53d1\u73af\u5883\u7684\u5de5\u5177\u3002\u6309\u7167\u6559\u7a0b\u8fdb\u884c\u64cd\u4f5c\uff0c\u5f88\u5bb9\u6613\u5728\u672c\u5730\u73af\u5883\u4e2d\u5c1d\u8bd5Apache Spark\u3002<\/p>\n<p>\u706b\u82b1\u8f66\u95f4<\/p>\n<p>&#8230;\u56e0\u4e3a\u89c9\u5f97\u5f88\u7b80\u5355\uff0c\u5c31\u5f00\u59cb\u5c1d\u8bd5\u4e86\u4e00\u4e0b\uff0c\u6ca1\u60f3\u5230\u5728Windows\u7cfb\u7edf\u4e0a\u9047\u5230\u4e86\u5f88\u591a\u95ee\u9898\uff0c\u6240\u4ee5\u6211\u51b3\u5b9a\u628a\u8bd5\u8fc7\u7684\u6b65\u9aa4\u5199\u4e0b\u6765\u4f5c\u4e3a\u5907\u5fd8\u5f55\u3002<\/p>\n<h1>\u73af\u5883<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Windows 8.1 64bit \u65e5\u672c\u8a9e (Pro\u3067\u306f\u7121\u3044\u3067\u3059)<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Ubuntu 14.04 LTS 32bit \u65e5\u672c\u8a9eRemix<\/ul>\n<p>\u4e24\u4e2a\u90fd\u5df2\u7ecf\u5b89\u88c5\u4e86&#8221;JDK8&#8243;\u3002\u73af\u5883\u53d8\u91cfPATH\u4e5f\u5df2\u7ecf\u914d\u7f6e\u597d\u4e86\uff0c\u5f53\u6267\u884cjavac -version\u65f6\uff0c\u8f93\u51fa\u7ed3\u679c\u5982\u4e0b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"gp\">&gt;<\/span> javac <span class=\"nt\">-version<\/span>\r\n<span class=\"go\">javac 1.8.0_25\r\n<\/span><\/code><\/pre>\n<h1>Typesafe Activator\u7684\u5b89\u88c5\u8bbe\u7f6e<\/h1>\n<h2>Typesafe Activator\u7684\u4e0b\u8f7d<\/h2>\n<p>\u7c7b\u578b\u5b89\u5168\u7684\u6fc0\u6d3b\u5668<\/p>\n<p>\u8bf7\u4ece\u300c\u4e0b\u8f7d\u300d\u6309\u94ae\u4e0b\u8f7d\u3002\u622a\u81f32015\u5e742\u670822\u65e5\uff0c\u6587\u4ef6\u540d\u4e3atypesafe-activator-1.2.12.zip\u3002<\/p>\n<h2>\u89e3\u538bZip\u6587\u4ef6<\/h2>\n<p>\u5728\u5bb9\u6613\u8bbf\u95ee\u7684\u5730\u65b9\u521b\u5efa\u6587\u4ef6\u5939\u5e76\u89e3\u538b\u3002\u5c31\u6211\u4e2a\u4eba\u800c\u8a00\uff0c<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Windows\u3067\u306f\u3001C:\\scala\\activator<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Ubuntu\u3067\u306f\u3001\/home\/myuser\/activator<\/ul>\n<h2>\u6fc0\u6d3b\u5668\u754c\u9762\u7684\u542f\u52a8<\/h2>\n<p>\u6253\u5f00\u547d\u4ee4\u63d0\u793a\u7b26\u6216\u7ec8\u7aef\u3002 hu\u00f2 \u3002)<\/p>\n<pre class=\"post-pre\"><code><span class=\"gp\">&gt;<\/span> <span class=\"nb\">cd <\/span>C:<span class=\"se\">\\s<\/span>cala<span class=\"se\">\\a<\/span>ctivator\r\n<span class=\"gp\">&gt;<\/span> .<span class=\"se\">\\a<\/span>ctivator.bat ui\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"gp\">&gt;<\/span> <span class=\"nb\">cd<\/span> \/home\/myuser\/activator\r\n<span class=\"gp\">&gt;<\/span> <span class=\"nb\">chmod<\/span> +x activator\r\n<span class=\"gp\">&gt;<\/span> .<span class=\"se\">\\a<\/span>ctivator ui\r\n<\/code><\/pre>\n<p>\u7b49\u5f85\u4e00\u4f1a\u513f\uff0c\u6d4f\u89c8\u5668\u5c31\u4f1a\u542f\u52a8\u3002Web\u5e94\u7528\u4f1a\u5728\u672c\u5730\u4e3b\u673a\u4e0a\u8fd0\u884c\u8d77\u6765\u3002<\/p>\n<h1>\u8bd5\u7528Spark-Workshop\u6a21\u677f<\/h1>\n<h2>\u9009\u62e9Spark\u5de5\u4f5c\u574a\u6a21\u677f\u3002<\/h2>\n<p>\u5728Filter Template\u4e2d\u5c1d\u8bd5\u4f7f\u7528\u201cspark\u201d\u4f5c\u4e3a\u5173\u952e\u8bcd\uff0c\u4f1a\u5f97\u5230\u51e0\u4e2a\u7ed3\u679c\uff0c\u4ece\u4e2d\u9009\u62e9\u6807\u6709\u201cspark-workshop\u201d\u7684\u9009\u9879\uff0c\u7136\u540e\u70b9\u51fb\u201cCreate\u201d\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d2ba837434c4406c4aef7\/22-0.png\" alt=\"filter_template_spark1.png\" \/><\/div>\n<p>\u5f53\u4f60\u770b\u5230\u4f60\u7684\u5e94\u7528\u7a0b\u5e8f\u5df2\u51c6\u5907\u597d\u65f6\uff0c\u5c31\u70b9\u51fb\u300c\u7f16\u8bd1\u5668\/\u65e5\u5fd7\u89c6\u56fe\u300d\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d2ba837434c4406c4aef7\/24-0.png\" alt=\"app_ready1.png\" \/><\/div>\n<p>\u57fa\u672c\u4e0a\u5e94\u8be5\u81ea\u52a8\u5f00\u59cb\u7f16\u8bd1\u548c\u89e3\u51b3\u4f9d\u8d56\u5173\u7cfb\uff0c\u4f46\u662f\u5982\u679c log view \u4e2d\u6ca1\u6709\u4efb\u4f55\u4fe1\u606f\uff0c\u9700\u8981\u70b9\u51fb\u201c\u5f00\u59cb\u7f16\u8bd1\u201d\u6309\u94ae\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d2ba837434c4406c4aef7\/26-0.png\" alt=\"compile_done1.png\" \/><\/div>\n<p>\u5728 Spark 1.2.0 \u7248\u672c\u4e2d\uff0c\u53ea\u652f\u6301 Scala 2.10.x [\u4e0d\u652f\u63012.11.x]\uff0c\u6240\u4ee5\u770b\u8d77\u6765\u4ed6\u4eec\u6b63\u5728\u89e3\u51b3\u76f8\u5173\u4f9d\u8d56\u7684\u95ee\u9898\u3002<\/p>\n<p>\u5728\u9014\u4e2d\u4f1a\u51fa\u73b0&#8221;com.typesafe.sbtrc.NeedToRebootException: \u9700\u8981\u91cd\u65b0\u542f\u52a8SBT\uff08\u8fd9\u662f\u9884\u671f\u7684\uff09&#8221;\u7684\u63d0\u793a\uff0c\u4f46\u7531\u4e8e\u5b83\u662f\u9884\u671f\u60c5\u51b5\uff0c\u6240\u4ee5\u53ef\u4ee5\u4e0d\u5fc5\u5728\u610f\u3002<\/p>\n<p>\u5f53\u63d0\u793a\u4e86\u300c\u5c06\u76d1\u89c651\u4e2a\u6e90\u6587\u4ef6\u300d\u5e76\u4e14Java\u884c\u4e3a\u7a33\u5b9a\u540e\uff0c\u4efb\u52a1\u5b8c\u6210\u3002\u5982\u679c\u4f7f\u7528Windows\u7cfb\u7edf\uff0c\u53ef\u4ee5\u5728\u4efb\u52a1\u7ba1\u7406\u5668\u4e2d\u76d1\u63a7\u673a\u5668\u7684\u60c5\u51b5\uff1b\u5982\u679c\u4f7f\u7528Ubuntu\u7cfb\u7edf\uff0c\u5219\u53ef\u4ee5\u4f7f\u7528top\u547d\u4ee4\u8fdb\u884c\u76d1\u63a7\u3002<\/p>\n<h2>\u8ba9\u6211\u4eec\u8bd5\u4e00\u8bd5\u8fd9\u4e2a\u6d4b\u8bd5<\/h2>\n<p>\u8fdb\u5165\u6d4b\u8bd5\u83dc\u5355\uff0c\u70b9\u51fb\u8fd0\u884c\u6309\u94ae\u3002<\/p>\n<p>\u6d4b\u8bd5\u7684\u4e2d\u95f4\u8fdb\u5ea6\u4f1a\u4ee5\u67d0\u79cd\u539f\u56e0\u663e\u793a\u5728\u7f16\u8bd1\u9875\u9762\u7684\u65e5\u5fd7\u4e2d\uff0c\u6240\u4ee5\u5f53\u5f00\u59cb\u6d4b\u8bd5\u8fd0\u884c\u65f6\uff0c\u8bf7\u5c06\u7126\u70b9\u79fb\u81f3\u90a3\u91cc\u3002<\/p>\n<p>\u5728\u6b64\u65f6\u70b9\u4e0a\uff0c\u6211\u7684Ubuntu\u65b9\u9762\u7684\u6d4b\u8bd5\u4e5d\u4e2a\u90fd\u5df2\u7ecf\u901a\u8fc7\u4e86\u3002<\/p>\n<h2>\u9700\u8981winutils.exe\u624d\u80fd\u5728Windows\u4e0a\u8fd0\u884c\u3002<\/h2>\n<p>\u5728Windows\u4e0a\u8fdb\u884c\u6d4b\u8bd5\u8fd0\u884c\u65f6\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u5f88\u591a\u9519\u8bef\u3002\u4f1a\u51fa\u73b0\u5f88\u591a\u7a7a\u6307\u9488\u4e4b\u7c7b\u7684\u9519\u8bef\uff0c\u5bfc\u81f4\u65e0\u6cd5\u8fa8\u8bc6\uff0c\u4f46\u6839\u672c\u539f\u56e0\u662f\u5728\u6700\u521d\u7684\u6d4b\u8bd5\u5931\u8d25\u6d88\u606f\u4e2d\u63d0\u5230\u7684\u7f3a\u5c11winutils.exe\u6587\u4ef6\u3002<\/p>\n<pre class=\"post-pre\"><code>NGrams6Spec:\r\nNGrams6\r\n15\/02\/17 00:16:19 ERROR Shell: Failed to locate the winutils binary in the hadoop binary path\r\njava.io.IOException: Could not locate executable null\\bin\\winutils.exe in the Hadoop binaries.\r\nat org.apache.hadoop.util.Shell.getQualifiedBinPath(Shell.java:278)\r\nat org.apache.hadoop.util.Shell.getWinUtilsPath(Shell.java:300)\r\n<\/code><\/pre>\n<p>\u6211\u60f3\u4f60\u53ef\u4ee5\u5f9e\u4e0a\u8ff0\u7684\u932f\u8aa4\u63a8\u6e2c\u51fawinutils.exe\u662f\u5728Windows\u4e0a\u904b\u884cHadoop\u6642\u6240\u9700\u7684\u4e00\u7a2e\u5305\u88dd\u5668\u3002\u800c\u4e14\uff0c\u5b83\u4e0d\u5305\u542b\u5728Hadoop\u7684bin\u76ee\u9304\u4e2d\uff0c\u6240\u4ee5\u9700\u8981\u5f9e\u6e90\u4ee3\u78bc\u9032\u884c\u7de8\u8b6f\u548c\u5efa\u69cb\u3002<\/p>\n<p>\u56e0\u4e3a\u81ea\u5df1\u5efa\u9020\u592a\u9ebb\u70e6\u4e86\uff0c\u6240\u4ee5\u6211\u4ece\u4e0b\u9762\u8fd9\u4e2a\u81ea\u708a\u7f51\u7ad9\u4e0a\u627e\u6765\u4e86\u3002<\/p>\n<p>\u5728DD\u5f00\u53d1ROOM\u4e2d\uff0c\u4f60\u53ef\u4ee5\u4e0b\u8f7dhadoop 2.4.1\u6240\u9700\u7684winutils.exe\u548chadoop.dll\u3002<\/p>\n<p>\u521b\u5efa\u7cfb\u7edf\u73af\u5883\u53d8\u91cf%HADOOP_HOME%\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d2ba837434c4406c4aef7\/41-0.png\" alt=\"hadoop_home1.png\" \/><\/div>\n<p>\u5728\u5e95\u4e0b\u521b\u5efa\u4e00\u4e2abin\u6587\u4ef6\u5939\uff0c\u5e76\u653e\u7f6ewinutils.exe\u3002<\/p>\n<p>\u4e3a\u4e86\u4f7f\u73af\u5883\u53d8\u91cf\u5f97\u5230\u8bc6\u522b\uff0c\u9700\u8981\u91cd\u65b0\u542f\u52a8Activator\u3002\u8bf7\u5173\u95ed\u6d4f\u89c8\u5668\u548c\u547d\u4ee4\u63d0\u793a\u7b26\u7a97\u53e3\uff0c\u7136\u540e\u901a\u8fc7\u8f93\u5165\u547d\u4ee4dir %HADOOP_HOME%\\bin\u8fdb\u884c\u786e\u8ba4\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"gp\">&gt;<\/span> <span class=\"nb\">dir<\/span> %HADOOP_HOME%<span class=\"se\">\\b<\/span><span class=\"k\">in<\/span>\r\n<span class=\"go\">2014\/07\/15  14:48           124,416 hadoop.dll\r\n2014\/07\/15  14:38           110,080 winutils.exe\r\n<\/span><\/code><\/pre>\n<p>\u70b9\u51fbspark-workshop\u9879\u76ee\u6587\u4ef6\u5939\u4e2d\u7684activator.bat\uff0c\u7136\u540e\u518d\u6b21\u5728\u6d4f\u89c8\u5668\u4e2d\u6253\u5f00UI\u9875\u9762\uff0c\u5c1d\u8bd5\u8fd0\u884c\u4e00\u6b21Test\u3002<\/p>\n<h2>\u4f46\u662f\u5728Windows\u7cfb\u7edf\u4e2d\u4ecd\u7136\u6d4b\u8bd5\u5931\u8d25\u3002<\/h2>\n<p>\u300cCrawl5aSpec\u300d\u8fd9\u4e2a\u6d4b\u8bd5\u5931\u8d25\u4e86\u3002<\/p>\n<pre class=\"post-pre\"><code>Crawl5aSpec:\r\nCrawl5a\r\n15\/02\/16 23:27:49 WARN TaskSetManager: Stage 200 contains a task of very large size (390 KB). The maximum recommended task size is 100 KB.\r\n- simulates a web crawler *** FAILED ***\r\njava.nio.charset.MalformedInputException: Input length = 1\r\n<\/code><\/pre>\n<p>\u55e8\uff0c\u5728spark-workshop\\data\\enron-spam-ham\\spam100\u6587\u4ef6\u593e\u4e2d\u6709\u4e00\u500b\u540d\u70ba\u300c0002.2001-05-25.SA_and_HP.spam.txt\u300d\u7684\u6587\u4ef6\uff0c\u5b83\u4ee5Latin1\u7de8\u78bc\uff0c\u4e14\u5305\u542b\u7248\u6b0a\u7b26\u865f(c)\u3002\u9019\u53ef\u80fd\u662f\u8b80\u53d6\u8a72\u6587\u4ef6\u6642\u51fa\u73fe\u7684\u554f\u984c\u3002<\/p>\n<p>\u5728\u63a7\u5236\u9762\u677f -&gt; \u533a\u57df -&gt; \u7ba1\u7406\u4e2d\uff0c\u5c06\u7cfb\u7edf\u533a\u57df\u66f4\u6539\u4e3a\u82f1\u8bed\uff0c\u6211\u786e\u8ba4\u901a\u8fc7\u5b9e\u73b0\u3002<\/p>\n<p>\u6216\u8005\uff0c\u5982\u679c\u5c06\u6587\u4ef6\u8bfb\u53d6\u90e8\u5206\u66f4\u6539\u4e3a\u4f7f\u7528\u7f16\u7801\u6307\u5b9a\u8fdb\u884c\u8bfb\u53d6\uff0c\u53ef\u80fd\u4f1a\u8fd0\u884c\u8d77\u6765\uff0c\u4f46\u8fd9\u5e76\u4e0d\u662f\u91cd\u70b9\uff0c\u6240\u4ee5\u5c31\u5148\u653e\u7f6e\u4e0d\u7ba1\u5427\u3002<\/p>\n<h2>\u6211\u8bd5\u7740\u8dd1\u4e00\u4e0b\u3002<\/h2>\n<p>\u8bf7\u524d\u5f80Run View\u5e76\u9009\u62e9wordcount2\u8bd5\u8fd0\u884c\u3002<br \/>\n\u5728\u6267\u884c\u8fc7\u7a0b\u4e2d\uff0c\u4e0eTest\u65f6\u4e00\u6837\uff0c\u7ed3\u679c\u5c06\u663e\u793a\u5728\u300cCompile View\u300d\u4e2d\u3002<\/p>\n<p>\u5f53\u6b63\u5e38\u7ed3\u675f\u65f6\uff0c\u9884\u8ba1\u4f1a\u5c06\u201cspark-workshop\\data\\kjvdat.txt\u201d\u8f6c\u6362\u4e3a\u201cspark-workshop\\output\\kjv-wc2\u201d\uff0c\u5e76\u751f\u6210\u540d\u4e3a\u201c_SUCCESS\u201d\u548c\u201cpart-00000\u201d\u7684\u7ed3\u679c\u6587\u4ef6\u3002<\/p>\n<p>\u987a\u4fbf\u8bf4\u4e00\u53e5\uff0c&#8221;kjv&#8221;\uff0c\u6307\u7684\u662f\u300a\u6b3d\u5b9a\u8a33\u8056\u66f8\u300b\uff08King James Version\uff09\u5723\u7ecf\u7684\u6837\u672c\u8f93\u5165\u3002<\/p>\n<h2>\u901a\u8fc7\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\u8fd0\u884c<\/h2>\n<p>\u7531\u4e8e\u542f\u52a8Activator UI\u592a\u9ebb\u70e6\uff0c\u6211\u51b3\u5b9a\u5c1d\u8bd5\u4eceCLI\u8fd0\u884c\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"gp\">&gt;<\/span> <span class=\"nb\">cd<\/span> <span class=\"o\">[<\/span>your spark-workshop directory]\r\n<span class=\"gp\">&gt;<\/span> activator.bat run\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"gp\">&gt;<\/span> <span class=\"nb\">cd<\/span> <span class=\"o\">[<\/span>your spark-workshop directory]\r\n<span class=\"gp\">&gt;<\/span> .\/activator run\r\n<\/code><\/pre>\n<p>\u56e0\u4e3a\u4f1a\u6709\u7c7b\u4f3c\u4ee5\u4e0b\u8fd9\u6837\u7684\u76ee\u6807\u5217\u8868\u51fa\u73b0\uff0c\u60a8\u53ea\u9700\u8f93\u5165\u60f3\u8981\u8fd0\u884c\u7684\u76ee\u6807\u7f16\u53f7\u5373\u53ef\u8fdb\u884c\u76f8\u5e94\u64cd\u4f5c\uff08\u540d\u4e3aHadoop.xx\u7684\u76ee\u6807\u5728\u672c\u5730\u73af\u5883\u4e2d\u65e0\u6548\uff09\u3002<\/p>\n<div>\n<div class=\"post-table\">NoName1hadoop.HSparkSQL92hadoop.HMatrix43hadoop.HWordCount34Crawl5a5SparkStreaming8Main6hadoop.HNGrams67NGrams68InvertedIndex5bSortByWordAndCounts9SparkStreaming810hadoop.HJoins711hadoop.HSparkStreaming812Matrix413WordCount2SortByWord14WordCount2SortByCount15WordCount2GroupBy16InvertedIndex5b17Matrix4StdDev18SparkSQL919hadoop.HInvertedIndex5b20SparkStreaming8SQL21hadoop.HCrawl5aHDFS22com.typesafe.sparkworkshop.util.streaming.DataSocketServer23Joins724com.typesafe.sparkworkshop.util.streaming.DataDirectoryServer25WordCount3SortByWordLength26Crawl5aHDFS27SparkStreaming8MainSocket28Joins7Ordered29WordCount230WordCount3<\/div>\n<\/div>\n<p>\u6839\u636eSpark Workshop\u4e0a\u7684\u8be6\u7ec6\u8bf4\u660e\uff0c\u603b\u7ed3\u8d77\u6765\u5c31\u662f\u5f88\u957f\uff0c\u6240\u4ee5\u7b80\u5355\u6982\u62ec\u4e00\u4e0b<\/p>\n<div>\n<div class=\"post-table\">TypeDescriptionWordCount2, WordCount3\u6587\u7ae0\u4e2d\u306e\u5358\u8a9e\u306e\u51fa\u73fe\u6570\u3092\u30ab\u30a6\u30f3\u30c8\u30022\u30683\u306e\u9055\u3044\u306f\u30013\u306e\u65b9\u3067\u306f\u300cKryo Serialization\u300d\u3068\u3044\u3046\u5727\u7e2e\u52b9\u7387\u306e\u3044\u3044\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3063\u3066\u308b\u306e\u3067\u3001\u30e1\u30e2\u30ea\u3068\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5e2f\u57df\u3092\u30bb\u30fc\u30d6\u3067\u304d\u308b\u3068\u3044\u3046\u3053\u3068\u3089\u3057\u3044\u3067\u3059\u3002Matrix4\u884c\u5217\u306b\u5bfe\u3059\u308b\u51e6\u7406\u306e\u30b5\u30f3\u30d7\u30eb\u3002\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f5&#215;10\u306e\u884c\u5217\u3092\u4f5c\u3063\u3066(<sup id=\"fnref1\"><a title=\"R\u306a\u3089matrix(0:49, nrow=5, ncol=10, byrow=T\u304b\u306a\u3002\" href=\"#fn1\">1<\/a><\/sup>)\u3001\u884c\u3054\u3068\u306b\u5408\u8a08\u3068\u5e73\u5747\u3092\u51fa\u3057\u3066\u3044\u308b\u3088\u3046\u3067\u3059\u3002Crawl5a, InvertedIndex5b\u30af\u30ed\u30fc\u30e9\u30fc\u304c\u5f15\u3063\u5f35\u3063\u3066\u304d\u305f\u30c7\u30fc\u30bf\u3092\u3001\u8ee2\u7f6e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306b\u3059\u308b\u3068\u3044\u3046\u3001\u5168\u6587\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u5411\u3051\u306e\u30b7\u30ca\u30ea\u30aa\u3002NGram6Ngram\u306b\u3088\u308b\u30d1\u30bf\u30fc\u30f3\u30de\u30c3\u30c1\u3002\u3053\u3053\u3067\u306f\u300c% love % %\u300d\u3068\u3044\u3046\u6761\u4ef6\u3067\u3001\u300c4\u5358\u8a9e\u306e\u3064\u306a\u304c\u308a\u30672\u756a\u76ee\u304clove\u300d\u3068\u306a\u308b\u3082\u306e\u3092\u63a2\u3057\u3066\u308b\u3088\u3046\u3067\u3059\u3002Joins7, Joins7Ordered2\u3064\u306e\u30c7\u30fc\u30bf\u306eJoin\u3002\u300ckjvdat.txt\u300d\u3068\u300cabbrevs-to-names.tsv\u300d\u306e1\u30ab\u30e9\u30e0\u76ee\u3092Key\u3068\u3057\u3066Join\u3057\u3066\u3001\u7565\u3055\u308c\u3066\u3044\u308b\u8056\u66f8\u306e\u540d\u524d\u3092\u30d5\u30eb\u30cd\u30fc\u30e0\u306b\u5909\u63db\u3092\u3057\u3066\u3044\u307e\u3059(e.g. Gen -&gt; Genesis)\u3002SparkStreaming8\u30d0\u30c3\u30c1\u51e6\u7406\u3067\u306f\u5f53\u7136\u6d41\u3057\u305f\u6642\u70b9\u306e\u96c6\u8a08\u3057\u304b\u3067\u304d\u306a\u3044\u308f\u3051\u3067\u3059\u304c\u3001Spark\u306b\u306fStream\u3092\u53d7\u3051\u53d6\u3063\u3066\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306a\u51e6\u7406\u3092\u3059\u308b\u6a5f\u80fd\u304c\u3042\u308b\u306e\u3067\u3001\u30b5\u30fc\u30d0\u7acb\u3066\u3066incremental\u306aword count\u304c\u3067\u304d\u308b\u3088\u3001\u3068\u3044\u3046\u30b7\u30ca\u30ea\u30aa\u3002SparkSQL9\u4eca\u307e\u3067\u306eExercise\u3067\u306f\u76f4\u63a5Text File\u3092RDD\u306b\u8aad\u307f\u8fbc\u3093\u3067\u30a2\u30ec\u30b3\u30ec\u3057\u3066\u307e\u3057\u305f\u304c\u3001\u3053\u3053\u3067\u306f\u8aad\u307f\u8fbc\u3093\u3060Text\u306b\u5bfe\u3057\u3066\u3001Spark SQL\u306e\u6a5f\u80fd\u3092\u4f7f\u3063\u3066\u30d5\u30a3\u30eb\u30bf(WHERE\u6587)\u3057\u305f\u308aGroup By -&gt; Count\u3057\u305f\u308a\u3057\u3066\u307e\u3059\u3002\u5358\u7d14\u306a\u96c6\u8a08\u306a\u3089\u81ea\u529b\u3067reduceByKey\u3068\u304b\u3059\u308b\u3088\u308a\u697d\u3063\u307d\u3044\uff1f<\/div>\n<\/div>\n<p>WordCount2\u548cNgram6\u4e4b\u7c7b\u7684\u6570\u5b57\u662f\u6307\u7b80\u5355\u5730\u6307\u51fa\u4e86\u7ec3\u4e60\u7684\u7f16\u53f7\u3002\u53ef\u4ee5\u6309\u987a\u5e8f\u5b8c\u6210\uff0c\u4e5f\u53ef\u4ee5\u53ea\u505a\u611f\u5174\u8da3\u7684\u3002<\/p>\n<p>\u7b2c\u4e00\u4e2a\u7ec3\u4e60\u201cIntro1.scala\u201d\u6ca1\u6709\u663e\u793a\u5728\u5217\u8868\u4e2d\uff0c\u4f46\u662f\u8fd9\u662f\u56e0\u4e3a\u5b83\u662f\u8981\u901a\u8fc7\u542f\u52a8spark shell\u5e76\u4ee5\u4ea4\u4e92\u65b9\u5f0f\u8fd0\u884c\u7684\uff0c\u56e0\u6b64\u4e0d\u5305\u542b\u5728\u6279\u5904\u7406\u6267\u884c\u4e2d\u3002\u540c\u6837\uff0c\u201cSparkSQLParquet10\u201d\u548c\u201cHiveSQL11\u201d\u4e5f\u662f\u4e00\u6837\u7684\u3002<\/p>\n<p>\u5982\u679c\u8981\u8fd0\u884c\u6d4b\u8bd5\uff0c\u53ef\u4ee5\u4f7f\u7528 activator test \u6765\u8fd0\u884c\u3002<\/p>\n<h1>\u5728Scala IDE\u4e2d\u5bfc\u5165Spark-Workshop\u9879\u76ee\u3002<\/h1>\n<p>\u6211\u672c\u6765\u89c9\u5f97\u5728Eclipse\uff08Scala IDE\uff09\u4e0a\u5bfc\u5165\u5e76\u4ece\u90a3\u91cc\u8c03\u8bd5\u4f1a\u5f88\u68d2\uff0c\u6240\u4ee5\u6211\u7a0d\u5fae\u8bd5\u4e86\u4e00\u4e0b\uff0c\u4f46\u662f\u4f3c\u4e4e\u4e0d\u592a\u987a\u5229\uff0c\u6240\u4ee5\u5c31\u653e\u5f03\u4e86\u3002\u53ea\u80fd\u4ee5Java\u5e94\u7528\u7a0b\u5e8f\u7684\u5f62\u5f0f\u901a\u8fc7\u201cDebug As\u201d\u8fdb\u884c\u8bc6\u522b\uff0c\u65e0\u6cd5\u542f\u52a8\uff0c\u5e76\u4e14\u51fa\u73b0\u4e86\u8bb8\u591a\u7248\u672c\u4e0d\u5339\u914d\u7684\u9519\u8bef\u3002<\/p>\n<p>\u76ee\u524d\u6211\u5728Atom\u7f16\u8f91\u5668\u4e2d\u5b89\u88c5\u4e86language-scala\u548cautocomplete-plus\u63d2\u4ef6\uff0c\u4f7f\u7528\u547d\u4ee4\u884c\u754c\u9762\u8fdb\u884c\u6267\u884c\u3002<\/p>\n<p>\u867d\u7136\u65e0\u6cd5\u901a\u8fc7\u8bbe\u7f6e\u65ad\u70b9\u8fdb\u884c\u8c03\u8bd5\u5f88\u75db\u82e6\uff0c\u4f46\u662f\u5982\u679c\u6709Activator\u548cScala IDE\u7684\u66f4\u65b0\uff0c\u6211\u4f1a\u518d\u8bd5\u4e00\u6b21\u3002<\/p>\n<p>\u53ea\u9700\u8981\u4e00\u79cd\u9009\u62e9\uff1a\u5c06\u4ee5\u4e0b\u5185\u5bb9\u7528\u4e2d\u6587\u8fdb\u884c\u91ca\u4e49\u3002<\/p>\n<p>\u53c2\u8003\u307e\u3067\u306b\u3001\u5c06spark-workshop\u9879\u76ee\u8f6c\u6362\u4e3aEclipse\u683c\u5f0f\u65f6\uff0c<\/p>\n<pre class=\"post-pre\"><code>Not a valid command: eclipse (similar: listen, help, alias) Not a valid project ID: eclipse Expected ':' (if selecting a configuration) Not a valid key: eclipse (similar: deliver, licenses, clean) eclipse ^\r\n\r\n<\/code><\/pre>\n<p>\u5982\u679c\u51fa\u73b0\u4e86\u8fd9\u79cd\u60c5\u51b5\uff0c\u90a3\u4e48\u4f3c\u4e4e\u5728spark-workshop\\project\u6587\u4ef6\u5939\u7684plugins.sbt\u548cactivator-sbt-eclipse-shim.sbt\u6587\u4ef6\u4e2d\u7684addSbtPlugin(&#8220;com.typesafe.sbteclipse&#8221; % &#8220;sbteclipse-plugin&#8221; % &#8220;2.5.0&#8221;)\u7684\u7248\u672c\u6307\u5b9a\u53ef\u80fd\u6709\u5dee\u5f02\uff0c\u9700\u8981\u5c06\u5b83\u4eec\u4e2d\u7684\u4e00\u4e2a\u8fdb\u884c\u8c03\u6574\u4ee5\u4fdd\u6301\u4e00\u81f4\u3002<\/p>\n<div>\u5982\u679c R \u7684\u8bdd\uff0c\u4f7f\u7528 matrix \u51fd\u6570\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a 0 \u5230 49 \u7684\u77e9\u9635\uff0c\u884c\u6570\u4e3a 5\uff0c\u5217\u6570\u4e3a 10\uff0c\u6309\u884c\u586b\u5145\u3002<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u4f7f\u7528Typesafe Activator\u4f5c\u4e3a\u8bbe\u7f6eScala\u5f00\u53d1\u73af\u5883\u7684\u5de5\u5177\u3002\u6309\u7167\u6559\u7a0b\u8fdb\u884c\u64cd\u4f5c\uff0c\u5f88\u5bb9\u6613\u5728\u672c\u5730\u73af\u5883\u4e2d [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-36894","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>\u4f7f\u7528Typesafe Activator\u5c1d\u8bd5Apache Spark - 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\/\u4f7f\u7528typesafe-activator\u5c1d\u8bd5apache-spark\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4f7f\u7528Typesafe Activator\u5c1d\u8bd5Apache Spark\" \/>\n<meta property=\"og:description\" content=\"\u4f7f\u7528Typesafe Activator\u4f5c\u4e3a\u8bbe\u7f6eScala\u5f00\u53d1\u73af\u5883\u7684\u5de5\u5177\u3002\u6309\u7167\u6559\u7a0b\u8fdb\u884c\u64cd\u4f5c\uff0c\u5f88\u5bb9\u6613\u5728\u672c\u5730\u73af\u5883\u4e2d [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528typesafe-activator\u5c1d\u8bd5apache-spark\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-08T11:25:10+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T16:05:37+00:00\" \/>\n<meta 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