HIVE UDF 运行提示 Java .lang.NoClassDefFoundError 错误 - V2EX
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linuxchild
V2EX    Java

HIVE UDF 运行提示 Java .lang.NoClassDefFoundError 错误

  •  
  •   linuxchild Sep 19, 2017 5487 views
    This topic created in 3143 days ago, the information mentioned may be changed or developed.

    使用 Java 写了一个 UDF,然后添加到 Hive 临时函数,运行下面语句可以正常使用

    select func_name(xxx) from table_name where xx 

    但是假如使用下面语句就会提示 java.lang.NoClassDefFoundError 错误

    select count(*) from table_name where func_name(xxx)=xxx 或 select count(func_name(xxx)) from table_name 

    错误提示如下:

    Caused by: java.lang.RuntimeException: Map operator initialization failed at org.apache.hadoop.hive.ql.exec.tez.MapRecordProcessor.init(MapRecordProcessor.java:293) at org.apache.hadoop.hive.ql.exec.tez.TezProcessor.initializeAndRunProcessor(TezProcessor.java:171) ... 14 more Caused by: org.apache.hadoop.hive.ql.metadata.HiveException: java.lang.NoClassDefFoundError: org/bouncycastle/jce/provider/BouncyCastleProvider at org.apache.hadoop.hive.ql.exec.FilterOperator.initializeOp(FilterOperator.java:73) at org.apache.hadoop.hive.ql.exec.vector.VectorFilterOperator.initializeOp(VectorFilterOperator.java:71) at org.apache.hadoop.hive.ql.exec.Operator.initialize(Operator.java:355) at org.apache.hadoop.hive.ql.exec.Operator.initialize(Operator.java:504) at org.apache.hadoop.hive.ql.exec.Operator.initializeChildren(Operator.java:457) at org.apache.hadoop.hive.ql.exec.Operator.initialize(Operator.java:365) at org.apache.hadoop.hive.ql.exec.MapOperator.initializeMapOperator(MapOperator.java:498) at org.apache.hadoop.hive.ql.exec.tez.MapRecordProcessor.init(MapRecordProcessor.java:262) ... 15 more Caused by: java.lang.NoClassDefFoundError: org/bouncycastle/jce/provider/BouncyCastleProvider at java.lang.Class.forName0(Native Method) at java.lang.Class.forName(Class.java:348) at org.apache.hadoop.hive.ql.udf.generic.GenericUDFBridge.getUdfClass(GenericUDFBridge.java:130) at org.apache.hadoop.hive.ql.exec.FunctionRegistry.isStateful(FunctionRegistry.java:1352) at org.apache.hadoop.hive.ql.exec.ExprNodeGenericFuncEvaluator.<init>(ExprNodeGenericFuncEvaluator.java:110) at org.apache.hadoop.hive.ql.exec.ExprNodeEvaluatorFactory.get(ExprNodeEvaluatorFactory.java:51) at org.apache.hadoop.hive.ql.exec.ExprNodeGenericFuncEvaluator.<init>(ExprNodeGenericFuncEvaluator.java:100) at org.apache.hadoop.hive.ql.exec.ExprNodeEvaluatorFactory.get(ExprNodeEvaluatorFactory.java:51) at org.apache.hadoop.hive.ql.exec.FilterOperator.initializeOp(FilterOperator.java:65) ... 22 more 

    开始是 MapReduce 引擎,后来尝试换到 Tez,都是同样到错误,哪位遇到过这种问题,求解答。

    Supplement 1    Sep 20, 2017

    UDF的jar包使用下面命令生成的:

    javac -classpath xxx.jar:yyy.jar zzz.java jar cvf zzz.jr zzz.class 

    生成的jar包没有包含用到的 xxx.jar yyy.jar这些第三方包

    Supplement 2    Sep 20, 2017
    eclipse 打包了用的的 jar 包,目前看来也不行…
    7 replies    2017-09-23 02:09:30 +08:00
    qiyuey
        1
    qiyuey  
       Sep 19, 2017
    检查依赖是否缺失
    oaix
        2
    oaix  
       Sep 19, 2017
    是不是第三方的包没打到 jar 里面?
    如果用 gradle,使用 https://github.com/johnrengelman/shadow 这个插件打包。
    如果用 maven,用这个: https://github.com/johnrengelman/shadow
    linuxchild
        3
    linuxchild  
    OP
       Sep 20, 2017
    @oaix

    第三方的包的确是没有打到 jar 包中,不过 jar 包内存的是编译后的 class 文件,这样有影响么?
    linuxchild
        4
    linuxchild  
    OP
       Sep 20, 2017
    @oaix 同时编译的时候已经指定了使用的 jar 包
    linuxchild
        5
    linuxchild  
    OP
       Sep 20, 2017
    @qiyuey 依赖缺失会存在部分命令可执行的情况么?刚接触 Hive 和 Java 这些,有点迷糊
    oaix
        6
    oaix  
       Sep 20, 2017
    @linuxchild 所以你需要使用我上面说的插件来把第三方包都打到 jar 包里面。
    linuxchild
        7
    linuxchild  
    OP
       Sep 23, 2017
    @oaix 话说使用 eclipse 打了一个 jar 包,也不行 - -
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