mrunit reducer测试:值类不匹配

kyvafyod  于 2021-06-03  发布在  Hadoop
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我的减速机单元测试 "Mismatch in value class" 迁移到mapreduce 2后出现异常: Mismatch in value class: expected: class org.apache.hadoop.io.IntWritable actual: class com.company.MyWritable 错误消息本身对我来说很清楚,但我不明白为什么mrunit获取临时可写类而不是intwritable。
减速机的实现:

public static class TestCountReduce extends
        Reducer<Text, MyWritable, Text, IntWritable> {

    public void reduce(Text key, Iterator<MyWritable> values,
            Context context) throws IOException, InterruptedException {

        ...
        context.write(key, new IntWritable(s.size()));
    }
}

测试设置:

public void setUp() throws IOException {
    Mapper<Object, Text, Text, MyWritable> mapper = new MyMapper();
    Reducer<Text, MyWritable, Text, IntWritable> reducer = new MyReducer();

    mapDriver = new MapDriver<Object, Text, Text, MyWritable>();
    mapDriver.setMapper(mapper);

    reduceDriver = new ReduceDriver<Text, MyWritable, Text, IntWritable>();
    reduceDriver.setReducer(reducer);
}

最后是测试用例:

@Test
public void testReducer() throws IOException {
    List<MyWritable> values = new ArrayList<MyWritable>();
    values.add(new MyWritable("1"));
    values.add(new MyWritable("1"));
    reduceDriver.withInput(new Text("testkey"), values);
    reduceDriver.withOutput(new Text("testkey"), new IntWritable(1));
    reduceDriver.runTest();
}
k10s72fa

k10s72fa1#

请检查reducer实现中的reduce方法签名
应该是的

public void reduce(Text key, Iterable<MyWritable> values, Context context) throws IOException, InterruptedException {

而不是

public void reduce(Text key, Iterator<MyWritable> values, Context context) throws IOException, InterruptedException {

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