{"id":47541,"date":"2023-12-11T15:12:09","date_gmt":"2023-12-11T07:12:09","guid":{"rendered":"https:\/\/wx.kaifamiao.info\/?p=47541"},"modified":"2023-12-11T15:12:09","modified_gmt":"2023-12-11T07:12:09","slug":"%e5%bd%93%e5%89%8d%e6%97%a5%e5%bf%97%e9%87%87%e6%a0%b7%e6%a0%bc%e5%bc%8f%e4%b8%ba%e5%a6%82%e4%b8%8b%ef%bc%8c%e8%af%b7%e7%bc%96%e5%86%99mapreduce%e8%ae%a1%e7%ae%97%e7%ac%ac%e5%9b%9b%e5%88%97%e6%af%8f-4","status":"publish","type":"post","link":"http:\/\/wx.kaifamiao.info\/index.php\/2023\/12\/11\/%e5%bd%93%e5%89%8d%e6%97%a5%e5%bf%97%e9%87%87%e6%a0%b7%e6%a0%bc%e5%bc%8f%e4%b8%ba%e5%a6%82%e4%b8%8b%ef%bc%8c%e8%af%b7%e7%bc%96%e5%86%99mapreduce%e8%ae%a1%e7%ae%97%e7%ac%ac%e5%9b%9b%e5%88%97%e6%af%8f-4\/","title":{"rendered":"\u5f53\u524d\u65e5\u5fd7\u91c7\u6837\u683c\u5f0f\u4e3a\u5982\u4e0b\uff0c\u8bf7\u7f16\u5199MapReduce\u8ba1\u7b97\u7b2c\u56db\u5217\u6bcf\u4e2a\u5143\u7d20\u51fa\u73b0\u7684\u4e2a\u6570"},"content":{"rendered":"<p>&#8220;`&#8221;                    a,b,c,d<\/p>\n<p>a,s,d,f<\/p>\n<p>d,f,g,c       \u5c31\u5982\u6b64\u683c\u5f0f\uff0c<\/p>\n<p>\u4ee3\u7801\u5982\u4e0b\uff0c\u6bd4wordcount\u8fd8\u8981\u7b80\u5355\u4e00\u70b9\uff0c\u4ee3\u7801\u5dee\u4e0d\u591a\u7684<\/p>\n<p>\u00a0<\/p>\n<p>&lt;pre&gt;&lt;code class=&quot;&quot;language-java&quot;&quot; lang=&quot;&quot;java&quot;&quot;&gt;package make.hadoop.com.four_column;<\/p>\n<p>import java.io.IOException;<\/p>\n<p>import org.apache.hadoop.conf.Configuration;<br \/>\nimport org.apache.hadoop.conf.Configured;<br \/>\nimport org.apache.hadoop.fs.FileSystem;<br \/>\nimport org.apache.hadoop.fs.Path;<br \/>\nimport org.apache.hadoop.io.IntWritable;<br \/>\nimport org.apache.hadoop.io.LongWritable;<br \/>\nimport org.apache.hadoop.io.Text;<br \/>\nimport org.apache.hadoop.mapreduce.Job;<br \/>\nimport org.apache.hadoop.mapreduce.Mapper;<br \/>\nimport org.apache.hadoop.mapreduce.Reducer;<br \/>\nimport org.apache.hadoop.mapreduce.lib.input.FileInputFormat;<br \/>\nimport org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;<br \/>\nimport org.apache.hadoop.util.Tool;<br \/>\nimport org.apache.hadoop.util.ToolRunner;<\/p>\n<p>public class four_column extends Configured implements Tool {<br \/>\n    \/\/ 1\u3001\u81ea\u5df1\u7684map\u7c7b<br \/>\n    \/\/ 2\u3001\u7ee7\u627fmapper\u7c7b\uff0c&lt;LongWritable, Text, Text,<br \/>\n    \/\/ IntWritable&gt;\u8f93\u5165\u7684key,\u8f93\u5165\u7684value\uff0c\u8f93\u51fa\u7684key,\u8f93\u51fa\u7684value<br \/>\n    public static class MyMapper extends<br \/>\n            Mapper&lt;LongWritable, Text, Text, IntWritable&gt; {<br \/>\n        private IntWritable MapOutputkey = new IntWritable(1);<br \/>\n        private Text MapOutputValue = new Text();<\/p>\n<p>    @Override<br \/>\n    protected void map(LongWritable key, Text value, Context context)<br \/>\n            throws IOException, InterruptedException {<\/p>\n<p>        String strs = value.toString();<br \/>\n        \/\/ \u5206\u5272\u6570\u636e<br \/>\n        String str_four = strs.split(&quot;&quot;,&quot;&quot;)[3];<\/p>\n<p>        MapOutputValue.set(str_four);<br \/>\n        System.out.println(str_four);<br \/>\n        context.write(MapOutputValue, MapOutputkey);<\/p>\n<p>    }<br \/>\n}<br \/>\n\/\/ 2\u3001\u81ea\u5df1\u7684reduce\u7c7b\uff0c\u8fd9\u91cc\u7684\u8f93\u5165\u5c31\u662fmap\u65b9\u6cd5\u7684\u8f93\u51fa<br \/>\npublic static class MyReduce extends<br \/>\n        Reducer&lt;Text, IntWritable, Text, IntWritable&gt; {<\/p>\n<p>    IntWritable countvalue = new IntWritable(1);<\/p>\n<p>    @Override<br \/>\n    \/\/ map\u7c7b\u7684map\u65b9\u6cd5\u7684\u6570\u636e\u8f93\u5165\u5230reduce\u7c7b\u7684group\u65b9\u6cd5\u4e2d\uff0c\u5f97\u5230&lt;text,it(1,1)&gt;,\u518d\u5c06\u8fd9\u4e2a\u6570\u636e\u8f93\u5165\u5230reduce\u65b9\u6cd5\u4e2d<br \/>\n    protected void reduce(Text inputkey, Iterable&lt;IntWritable&gt; inputvalue,<br \/>\n            Context context) throws IOException, InterruptedException {<\/p>\n<p>        int sum = 0;<\/p>\n<p>        for (IntWritable i : inputvalue) {<br \/>\n            System.out.println(i.get());<br \/>\n            sum = sum + i.get();<br \/>\n        }<br \/>\n        \/\/ System.out.println(&quot;&quot;key: &quot;&quot;+inputkey + &quot;&quot;&#8230;.&quot;&quot;+sum);<br \/>\n        countvalue.set(sum);<br \/>\n        context.write(inputkey, countvalue);<br \/>\n    }<br \/>\n}<br \/>\n\/\/ 3\u8fd0\u884c\u7c7b\uff0crun\u65b9\u6cd5\uff0c\u5728\u6d4b\u8bd5\u7684\u65f6\u5019\u4f7f\u7528main\u51fd\u6570\uff0c\u8c03\u7528\u8fd9\u4e2a\u7c7b\u7684run\u65b9\u6cd5\u6765\u8fd0\u884c<\/p>\n<p>\/**<br \/>\n * param args \u53c2\u6570\u662f\u63a5\u53d7main\u65b9\u5f97\u5230\u7684\u53c2\u6570\uff0c\u5728run\u4e2d\u4f7f\u7528<br \/>\n *\/<br \/>\npublic int run(String[] args) throws Exception {<\/p>\n<p>    Configuration conf = new Configuration();<\/p>\n<p>    Job job = Job.getInstance(this.getConf(), &quot;&quot;four_column&quot;&quot;);<\/p>\n<p>    \/\/ set mainclass<br \/>\n    job.setJarByClass(four_column.class);<\/p>\n<p>    \/\/ set mapper<br \/>\n    job.setMapperClass(MyMapper.class);<br \/>\n    job.setMapOutputKeyClass(Text.class);<br \/>\n    job.setMapOutputValueClass(IntWritable.class);<\/p>\n<p>    \/\/ set reducer<br \/>\n    job.setReducerClass(MyReduce.class);<br \/>\n    job.setOutputKeyClass(Text.class);<br \/>\n    job.setOutputValueClass(IntWritable.class);<\/p>\n<p>    \/\/ set path<br \/>\n    Path inpath = new Path(args[0]);<br \/>\n    FileInputFormat.setInputPaths(job, inpath);<br \/>\n    Path outpath = new Path(args[1]);<br \/>\n    FileOutputFormat.setOutputPath(job, outpath);<br \/>\n    FileSystem fs = FileSystem.get(conf);<br \/>\n    \/\/ \u5b58\u5728\u8def\u5f84\u5c31\u5220\u9664<br \/>\n    if (fs.exists(outpath)) {<br \/>\n        fs.delete(outpath, true);<br \/>\n    }<br \/>\n    job.setNumReduceTasks(1);<\/p>\n<p>    boolean status = job.waitForCompletion(true);<\/p>\n<p>    if (!status) {<br \/>\n        System.err.println(&quot;&quot;the job is error!!&quot;&quot;);<br \/>\n    }<\/p>\n<p>    return status ? 0 : 1;<\/p>\n<p>}<br \/>\npublic static void main(String[] args) throws IOException,<br \/>\n        ClassNotFoundException, InterruptedException {<\/p>\n<p>    Configuration conf = new Configuration();<\/p>\n<p>    int atatus;<br \/>\n    try {<br \/>\n        atatus = ToolRunner.run(conf, new four_column(), args);<br \/>\n        System.exit(atatus);<br \/>\n    } catch (Exception e) {<br \/>\n        e.printStackTrace();<br \/>\n    }<\/p>\n<p>}<br \/>\n}<br \/>\n&lt;\/code&gt;&lt;\/pre&gt;<\/p>\n<p>\u00a0<\/p>\n<p>&lt;pre&gt;&lt;code&gt;            &quot;&#8220;`<br \/>\n<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>&#8220;`&#8221; a,b,c,d a,s,d,f d,f,g,c \u5c31\u5982\u6b64\u683c\u5f0f\uff0c \u4ee3\u7801\u5982\u4e0b\uff0c\u6bd4wo [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[101],"tags":[],"class_list":["post-47541","post","type-post","status-publish","format-standard","hentry","category-c"],"_links":{"self":[{"href":"http:\/\/wx.kaifamiao.info\/index.php\/wp-json\/wp\/v2\/posts\/47541","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/wx.kaifamiao.info\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/wx.kaifamiao.info\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/wx.kaifamiao.info\/index.php\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"http:\/\/wx.kaifamiao.info\/index.php\/wp-json\/wp\/v2\/comments?post=47541"}],"version-history":[{"count":1,"href":"http:\/\/wx.kaifamiao.info\/index.php\/wp-json\/wp\/v2\/posts\/47541\/revisions"}],"predecessor-version":[{"id":47542,"href":"http:\/\/wx.kaifamiao.info\/index.php\/wp-json\/wp\/v2\/posts\/47541\/revisions\/47542"}],"wp:attachment":[{"href":"http:\/\/wx.kaifamiao.info\/index.php\/wp-json\/wp\/v2\/media?parent=47541"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/wx.kaifamiao.info\/index.php\/wp-json\/wp\/v2\/categories?post=47541"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/wx.kaifamiao.info\/index.php\/wp-json\/wp\/v2\/tags?post=47541"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}