import java.io.IOException;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Mapper;
public class WordCountMapper extends Mapper<LongWritable, Text, Text, Text> {
private final static LongWritable one = new LongWritable(1);
private Text word = new Text();
@Override
public void map(LongWritable key, Text value, Context context) throws IOException, InterruptedException {
String line = value.toString();
String[] words = line.split(" ");
for (String w : words) {
word.set(w);
context.write(word, one);
}
}
}
import java.io.IOException;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Reducer;
public class WordCountReducer extends Reducer<Text, Text, Text, Text> {
private Text result = new Text();
@Override
public void reduce(Text key, Iterable<Text> values, Context context) throws IOException, InterruptedException {
for (Text val : values) {
result.set(key + " " + val);
context.write(result, null);
}
}
}
// Map class
public class Map extends Mapper<LongWritable, Text, Text, IntWritable> {
private Text stockName = new Text();
private IntWritable stockPrice = new IntWritable();
public void map(LongWritable key, Text value, Context context) throws IOException, InterruptedException {
String[] line = value.toString().split(" ");
if (line[1].equals("Buy")) {
stockName.set(line[0]);
stockPrice.set(-Integer.parseInt(line[2]));
context.write(stockName, stockPrice);
} else if (line[1].equals("Sell")) {
stockName.set(line[0]);
stockPrice.set(Integer.parseInt(line[2]));
context.write(stockName, stockPrice);
}
}
}
// Reduce class
public class Reduce extends Reducer<Text, IntWritable, Text, IntWritable> {
public void reduce(Text key, Iterable
int total = 0;
for (IntWritable val : values) {
total += val.get();
}
context.write(key, new IntWritable(total));
}
}
// Driver class
public class StockCapitalGain {
public static void main(String[] args) throws Exception {
Configuration conf = new Configuration();
Job job = Job.getInstance(conf, "Stock Capital Gain");
job.setJarByClass(StockCapitalGain.class);
job.setMapperClass(Map.class);
job.setReducerClass(Reduce.class);
job.setOutputKeyClass(Text.class);
job.setOutputValueClass(IntWritable.class);
FileInputFormat.addInputPath(job, new Path(args[0]));
FileOutputFormat.setOutputPath(job, new Path(args[1]));
System.exit(job.waitForCompletion(true) ? 0 : 1);
}
}
public class FindMutualFollowersMapper extends Mapper<LongWritable, Text, Text, Text> {
private Text user = new Text();
private Text following = new Text();
public void map(LongWritable key, Text value, Context context) throws IOException, InterruptedException {
String[] data = value.toString().split(",");
String userString = data[1];
List<String> followingList = Arrays.asList(data[2].split(","));
for (String follower : followingList) {
user.set(userString);
following.set(follower);
context.write(new Text(userString + "<->" + follower), null);
}
}
}
public class FindMutualFollowersReducer extends Reducer<Text, Text, Text, Text> {
public void reduce(Text key, Iterable
for (Text val : values) {
context.write(key, val);
}
}
}