Changes between Initial Version and Version 1 of waue/2011/0527

Timestamp:

May 27, 2011, 4:41:19 PM (14 years ago)

Author:

waue

Comment:

--

waue/2011/0527

@@ +1 @@
+
+ * map reduce 內用 setup 初始值實例
+
+{{{
+#!java
+package ClassCloud;
+import java.io.IOException;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.io.LongWritable;
+import org.apache.hadoop.io.Text;
+import org.apache.hadoop.mapreduce.Job;
+import org.apache.hadoop.mapreduce.Mapper;
+import org.apache.hadoop.mapreduce.Reducer;
+import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;
+import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
+
+public class HelloHadoop {
+
+        static public class HelloMapper extends
+                        Mapper<LongWritable, Text, LongWritable, Text> {
+                
+                String str = "";
+                
+                public void setup(Context context) {
+                        Configuration conf = context.getConfiguration();
+                        this.str = conf.get("gogogo");
+                        System.err.println("mapper:" + this.str);
+                }
+                public void map(LongWritable key, Text value, Context context)
+                                throws IOException, InterruptedException {
+                        // 將出入資料 原封不動的寫入 輸出
+                        Text val = new Text();
+                        val.set(this.str);
+                        context.write((LongWritable) key, val);
+                }
+
+        }
+
+        static public class HelloReducer extends
+                        Reducer<LongWritable, Text, LongWritable, Text> {
+                
+                String str = "";
+                
+                public void setup(Context context) {
+                        Configuration conf = context.getConfiguration();
+                        this.str = conf.get("gogogo");
+                        System.err.println("reduce:" + this.str);
+                }
+                
+                public void reduce(LongWritable key, Iterable<Text> values,
+                                Context context) throws IOException, InterruptedException {
+                        Text val = new Text();
+                        // 取回 val 的資料
+                        for (Text str : values) {
+                                val.set(str);
+                        }
+                        // 將取回的資料引入輸出
+//                      val.set(values.iterator().toString());
+                        context.write(key, val);
+                }
+        }
+
+        public static void main(String[] args) throws IOException,
+                        InterruptedException, ClassNotFoundException {
+                // 引入 $HADOOP_HOME/conf 內控制檔內的資料
+                Configuration conf = new Configuration();
+                conf.set("gogogo", "haha");
+                // 宣告job 取得conf 並設定名稱 Hadoop Hello World
+                Job job = new Job(conf, "Hadoop Hello World");
+                // 設定此運算的主程式
+                job.setJarByClass(HelloHadoop.class);
+                // 設定輸入路徑
+                FileInputFormat.setInputPaths(job, "text_input");
+                // 設定輸出路徑
+                FileOutputFormat.setOutputPath(job, new Path("output-hh4"));
+                // 指定定map class
+                job.setMapperClass(HelloMapper.class);
+                // 指定reduce class
+                job.setReducerClass(HelloReducer.class);
+                // 開使運算
+                job.waitForCompletion(true);
+
+        }
+}
+}}}