ChainMapper Generics的Java Hadoop问题

时间:2013-06-25 09:07:44

标签: java generics hadoop mapreduce

您好我目前面临Java Generics的问题: 我需要使用的方法有这个签名

static<K1,V1,K2,V2> void addMapper(JobConf job, 
           Class<? extends Mapper<K1,V1,K2,V2>> klass, 
           Class<? extends K1> inputKeyClass, 
           Class<? extends V1> inputValueClass, 
           Class<? extends K2> outputKeyClass, 
           Class<? extends V2> outputValueClass, 
           boolean byValue, JobConf mapperConf) 

这就是我称呼它的方式

ChainMapper.addMapper(conf, NameMapper.class, 
           Object.class, Object.class, Object.class, Object.class, 
           false, nameYearConf);

其中NameMapper定义如下

public class NameMapper extends Mapper<Object, Object, Object, Object> { }

以及其他两个参数正确初始化

JobConf conf = new JobConf(); JobConf nameYearConf = new JobConf(false);

当我尝试编译时,我获得以下错误

    src\MeanYear.java:107: error: method addMapper in class ChainMapper cannot be applied to given types;
                    ChainMapper.addMapper(conf, NameMapper.class, Object.class,
                               ^
      required: JobConf,Class<? extends Mapper<K1,V1,K2,V2>>,Class<? extends K1>,Class<? extends V1>,Class<? extends K2>,Class<? extends V2>,boolean,JobConf
      found: JobConf,Class<MeanYear.NameMapper>,Class<Object>,Class<Object>,Class<Object>,Class<Object>,boolean,JobConf
      reason: no instance(s) of type variable(s) K1,V1,K2,V2 exist so that argument type Class<MeanYear.NameMapper> conforms to formal parameter type Class<? extends Mapper<K1,V1,K2,V2>>
      where K1,V1,K2,V2 are type-variables:
        K1 extends Object declared in method <K1,V1,K2,V2>addMapper(JobConf,Class<? extends Mapper<K1,V1,K2,V2>>,Class<? extends K1>,Class<? extends V1>,Class<? extends K2>,Class<? extends V2>,boolean,JobConf)
        V1 extends Object declared in method <K1,V1,K2,V2>addMapper(JobConf,Class<? extends Mapper<K1,V1,K2,V2>>,Class<? extends K1>,Class<? extends V1>,Class<? extends K2>,Class<? extends V2>,boolean,JobConf)
        K2 extends Object declared in method <K1,V1,K2,V2>addMapper(JobConf,Class<? extends Mapper<K1,V1,K2,V2>>,Class<? extends K1>,Class<? extends V1>,Class<? extends K2>,Class<? extends V2>,boolean,JobConf)
        V2 extends Object declared in method <K1,V1,K2,V2>addMapper(JobConf,Class<? extends Mapper<K1,V1,K2,V2>>,Class<? extends K1>,Class<? extends V1>,Class<? extends K2>,Class<? extends V2>,boolean,JobConf)

我真的无法理解我做错了什么,我尝试了一些类似的例子和编译,他们的工作。我也试过这里提供的一些例子,但没有成功。 感谢。

1 个答案:

答案 0 :(得分:1)

我一眼就能猜到你是在混合来自新旧api软件包的课程:

ChainMapper(从1.1.2开始)仅针对旧的API包(org.apache.hadoop.mapred实施,并且尚未移植到新的API包(org.apache.hadoop.mapreduce)。< / p>

因此,ChainMapper.addMapperClass<? extends Mapper<K1,V1,K2,V2>> klass)的第二个参数应为org.apache.hadoop.mapred.Mapper类型。

由于您当前的映射器NameMapper扩展了Mapper类,这使我相信这是新的api Mapper类(org.apache.hadoop.mapreduce),因为新API是一个类,而不是一个接口< / p>

您应该可以通过修改NameMapper类的签名来修复以匹配旧的API Mapper接口的签名:

public class NameMapper extends MapReduceBase 
                        implements Mapper<Object, Object, Object, Object> { }

这也意味着您当前的地图方法的签名需要从

更改
protected void map(Object key, Object value, Context context) { }
// to
public void map(Object key, Object value, OutputCollector collector,
                Reporter reporter) { }

如果你正在使用新Mapper API的设置和清理方法,你也需要更换它们:

public void close() { } // instead of cleanup(Context) {}
public void configure(JobConf conf) { } // instead of setup(Context) {}