使用chainmapper泛型的javahadoop问题

lymnna71  于 2021-06-04  发布在  Hadoop
关注(0)|答案(1)|浏览(391)

嗨,我现在面临一个java泛型的问题: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)

这就是我所说的

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

其中namemapper的定义如下

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

另外两个参数也被正确初始化

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

当我试图编译时,我得到以下错误

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)

我真的不明白我做错了什么,我尝试了一些类似的例子和编译,他们的工作。我也尝试过这里提供的一些例子,但没有成功。谢谢。

67up9zun

67up9zun1#

乍一看,我猜您是在混合新旧api包中的类: ChainMapper (从1.1.2开始)只对旧的api包实现 (org.apache.hadoop.mapred ),尚未移植到新的api包( org.apache.hadoop.mapreduce ).
因此,第二个论点 ChainMapper.addMapper ( Class<? extends Mapper<K1,V1,K2,V2>> klass )应为类型 org.apache.hadoop.mapred.Mapper .
作为您当前的Map器 NameMapper 扩展了mapper类,这使我相信这是新的apiMap器类( org.apache.hadoop.mapreduce ),因为新的api是一个类,而不是一个接口
你应该可以修改你的签名 NameMapper 类以匹配旧apiMap器接口的类:

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

这也意味着当前map方法的签名需要从

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

如果您使用的是新mapper api的设置和清理方法,则还需要替换它们:

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

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