Created
September 1, 2023 13:40
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package temperature; | |
import java.io.IOException; | |
import java.util.StringTokenizer; | |
import org.apache.hadoop.conf.Configuration; | |
import org.apache.hadoop.fs.Path; | |
import org.apache.hadoop.io.IntWritable; | |
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.input.TextInputFormat; | |
import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat; | |
import org.apache.hadoop.mapreduce.lib.output.TextOutputFormat; | |
public class temperature { | |
public static class mapper extends Mapper<LongWritable,Text , Text, IntWritable> { | |
public void map(LongWritable key,Text value,Context context) throws IOException,InterruptedException{ | |
String field[]=value.toString().split(","); | |
String country=field[0]; | |
int temp=Integer.parseInt(field[1]); | |
context.write(new Text(country),new IntWritable(temp)); | |
} | |
} | |
public static class Reduce extends Reducer<Text, IntWritable, Text, IntWritable>{ | |
public void reduce(Text key,Iterable<IntWritable> values,Context context) throws IOException,InterruptedException{ | |
int min=Integer.MAX_VALUE; | |
for(IntWritable details:values) { | |
if(min > details.get()) { | |
min=details.get(); | |
} | |
} | |
context.write(key, new IntWritable(min)); | |
} | |
} | |
public static void main(String args[]) throws Exception{ | |
Configuration conf=new Configuration(); | |
Job job=Job.getInstance(conf,"temperature"); | |
job.setJobName("temperature"); | |
job.setJar("temperature.jar"); | |
job.setJarByClass(temperature.class); | |
job.setMapperClass(mapper.class); | |
job.setReducerClass(Reduce.class); | |
job.setOutputKeyClass(Text.class); | |
job.setOutputValueClass(IntWritable.class); | |
job.setInputFormatClass(TextInputFormat.class); | |
job.setOutputFormatClass(TextOutputFormat.class); | |
job.setNumReduceTasks(1); | |
FileInputFormat.setInputPaths(job, new Path(args[0])); | |
FileOutputFormat.setOutputPath(job, new Path(args[1])); | |
System.exit(job.waitForCompletion(true)?0:1); | |
} | |
} |
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