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Pulmonary_state
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Pulmonary_state
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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 Pulomonary_states {
public static class Map extends Mapper<LongWritable, Text, Text, Text> {
private Text state = new Text();
private Text disease = new Text();
public void map(LongWritable key, Text value, Context context )
throws IOException, InterruptedException {
String line = value.toString();
String str[]=line.split(",");
state.set(str[5]);
disease.set(str[0]);
if(state.toString().equals("AL") ||
state.toString().equalsIgnoreCase("il") || //to ignore the lower case or upper case
state.toString().equalsIgnoreCase("ak") ||
state.toString().equalsIgnoreCase("ca") ||
state.toString().equalsIgnoreCase("tx")){
context.write(state, disease);
}
}
}
public static class Reduce extends Reducer<Text, Text, Text, IntWritable> {
public void reduce(Text key, Iterable<Text> values, Context context)
throws IOException, InterruptedException {
int sum = 0;
for (Text val : values) {
if(val.toString().contains("PULMONARY"))
sum += 1;
}
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, "wordcount");
job.setJarByClass(Pulomonary_states.class);
job.setMapOutputKeyClass(Text.class); //in case output for mapper is different from..
job.setMapOutputValueClass(Text.class); // ..the input of reducer
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);
}
}