Create Hospital Answer percentage of NYC_HEALTH data

Hospital Answer percentage of NYC_HEALTH data

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+import java.io.IOException;
+
+
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.conf.*;
+import org.apache.hadoop.io.*;
+import org.apache.hadoop.mapreduce.*;
+import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;
+import org.apache.hadoop.mapreduce.lib.input.TextInputFormat;
+import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
+import org.apache.hadoop.mapreduce.lib.output.TextOutputFormat;
+
+   public class Hospital_Answer {
+
+    public static class Map extends Mapper<LongWritable, Text, Text,
+IntWritable> {
+
+       private Text hospital = new Text();
+       private IntWritable percent=new IntWritable();
+       public void map(LongWritable key, Text value, Context context )
+throws IOException, InterruptedException {
+           String line = value.toString();
+           String str[]=line.split(",");
+
+           if(str.length==4){
+           hospital.set(str[0]);
+           if(str[3].matches("\\d+")){
+                   int i=Integer.parseInt(str[3]);
+                   percent.set(i);
+           }
+
+
+           context.write(hospital,percent);
+           }
+
+
+       }
+    }
+
+    public static class Reduce extends Reducer<Text, IntWritable,
+Text, IntWritable> {
+
+       public void reduce(Text key, Iterable<IntWritable> values,
+Context context)
+         throws IOException, InterruptedException {
+           int sum = 0;
+           int l=0;
+
+           for (IntWritable val : values) {
+                  l+=1;
+               sum += val.get();
+
+           }
+           sum=sum/l;
+
+
+           context.write(key, new IntWritable(sum));
+       }
+    }
+
+    public static void main(String[] args) throws Exception {
+       Configuration conf = new Configuration();
+
+           @SuppressWarnings("deprecation")
+                Job job = new Job(conf, "hospitalanswer");
+           job.setJarByClass(Hospital_Answer.class);
+
+           job.setMapOutputKeyClass(Text.class);
+           job.setMapOutputValueClass(IntWritable.class);
+      //job.setNumReduceTasks(0);
+       job.setOutputKeyClass(Text.class);
+       job.setOutputValueClass(IntWritable.class);
+
+       job.setMapperClass(Map.class);
+       job.setReducerClass(Reduce.class);
+
+       job.setInputFormatClass(TextInputFormat.class);
+       job.setOutputFormatClass(TextOutputFormat.class);
+
+       FileInputFormat.addInputPath(job, new Path(args[0]));
+       FileOutputFormat.setOutputPath(job, new Path(args[1]));
+        Path out=new Path(args[1]);
+        out.getFileSystem(conf).delete(out);
+       job.waitForCompletion(true);
+    }
+
+  }