我一直在玩弄MRUnit并试图运行它的一个Hadoop wordcount的例子中教程以下单词计数和单元测试
虽然不是一个球迷,我一直在使用Eclipse来运行代码和我不断收到对setMapper功能的错误
import java.io.IOException;
import java.util.ArrayList;
import java.util.List;
import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mrunit.mapreduce.MapDriver;
import org.apache.hadoop.mrunit.mapreduce.MapReduceDriver;
import org.apache.hadoop.mrunit.mapreduce.ReduceDriver;
import org.apache.hadoop.mapreduce.Job;
import org.apache.hadoop.mapreduce.Mapper;
import org.apache.hadoop.mapreduce.Reducer;
import org.junit.Before;
import org.junit.Test;
public class TestWordCount {
MapReduceDriver<LongWritable, Text, Text, IntWritable, Text, IntWritable> mapReduceDriver;
MapDriver<LongWritable, Text, Text, IntWritable> mapDriver;
ReduceDriver<Text, IntWritable, Text, IntWritable> reduceDriver;
@Before
public void setUp() throws IOException
{
WordCountMapper mapper = new WordCountMapper();
mapDriver = new MapDriver<LongWritable, Text, Text, IntWritable>();
mapDriver.setMapper(mapper); //<--Issue here
WordCountReducer reducer = new WordCountReducer();
reduceDriver = new ReduceDriver<Text, IntWritable, Text, IntWritable>();
reduceDriver.setReducer(reducer);
mapReduceDriver = new MapReduceDriver<LongWritable, Text, Text, IntWritable, Text, IntWritable>();
mapReduceDriver.setMapper(mapper); //<--Issue here
mapReduceDriver.setReducer(reducer);
}
错误信息:
java.lang.Error: Unresolved compilation problems:
The method setMapper(Mapper<LongWritable,Text,Text,IntWritable>) in the type MapDriver<LongWritable,Text,Text,IntWritable> is not applicable for the arguments (WordCountMapper)
The method setMapper(Mapper<LongWritable,Text,Text,IntWritable>) in the type MapReduceDriver<LongWritable,Text,Text,IntWritable,Text,IntWritable> is not applicable for the arguments (WordCountMapper)
往上看这个问题,我觉得这可能是一个API冲突,但我不知道到哪里寻找它。 之前,任何人有这个问题?
编辑我使用与hadoop2罐子和最新的Junit(4.10)在它的jar用户定义的库。
编辑2下面是WordCountMapper代码
import java.io.IOException;
import java.util.StringTokenizer;
import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Mapper;
public class WordCountMapper extends Mapper<Object, Text, Text, IntWritable>
{
private final static IntWritable one = new IntWritable(1);
private Text word = new Text();
public void map(Object key, Text value, Context context)throws IOException, InterruptedException
{
StringTokenizer itr = new StringTokenizer(value.toString());
while (itr.hasMoreTokens())
{
word.set(itr.nextToken());
context.write(word, one);
}
}
}
最后编辑/ IT WORKS
原来我需要设置
WordCountMapper mapper = new WordCountMapper();
至
Mapper mapper = new WordCountMapper();
因为有泛型的问题。 此外,还需要到图书馆的Mockito导入到我的用户定义的库。