我有一个进行GeoIP查找的配置单元UDF。
public static Text evaluate(Text inputFieldName, Text option,
Text databaseFileName) {
String inputField, fieldOption, dbFileName, result = null;
inputField = inputFieldName.toString();
fieldOption = option.toString();
dbFileName = databaseFileName.toString();
ExtractData eed = new ExtractData();
try {
result = eed.ExtractDB(inputField, fieldOption,
dbFileName);
} catch (IOException e) {
e.printStackTrace();
} catch (GeoIp2Exception e) {
e.printStackTrace();
}
return new Text(result);
}
然后我从中制作了一个罐子并在hive Cli中运行以下内容
add jar /location_of_jar/MyUDF.jar;
add file /user/riyan/GeoIP2-Enterprise.mmdb;
create temporary function samplefunction as 'com.package.name.App';
select samplefunction('172.73.14.54','country_name','/user/riyan/GeoIP2-Enterprise.mmdb') AS result;
我将GeoIP2-Enterprise.mmdb数据库的位置传递给udf。它在我的本地系统上工作正常。但是当我用它制作jar并在cli中运行时,它会给我一个错误说
FAILED: SemanticException [Error 10014]: Line 1:7 Wrong arguments ''/user/riyan/GeoIP2-Enterprise.mmdb'': org.apache.hadoop.hive.ql.metadata.HiveException: Unable to execute method public static org.apache.hadoop.io.Text com.package.name.App.evaluate(org.apache.hadoop.io.Text,org.apache.hadoop.io.Text,org.apache.hadoop.io.Text) on object com.package.name.App@1777c0e2 of class com.package.name.App with arguments {172.73.14.54:org.apache.hadoop.io.Text, country_name:org.apache.hadoop.io.Text, /user/riyan/GeoIP.mmdb:org.apache.hadoop.io.Text} of size 3
我还尝试将参数从Text更改为String,这给了我相同的异常。 有人能告诉我我做错了什么吗? 感谢
修改:添加以下内容
我在hive调试模式下运行它并得到了这个
FAILED: SemanticException [Error 10014]: Line 1:7 Wrong arguments ''./GeoIP2-Enterprise.mmdb'': org.apache.hadoop.hive.ql.metadata.HiveException: Unable to execute method public java.lang.String com.package.name.App.evaluate(java.lang.String,java.lang.String,java.lang.String) on object com.package.name.App@ of class com.package.name.App with arguments {172.73.14.54:java.lang.String, countryCode:java.lang.String, ./GeoIP2-Enterprise.mmdb:java.lang.String} of size 3
17/04/18 11:02:30 [main]: ERROR ql.Driver: FAILED: SemanticException [Error 10014]: Line 1:7 Wrong arguments ''./GeoIP2-Enterprise.mmdb'': org.apache.hadoop.hive.ql.metadata.HiveException: Unable to execute method public java.lang.String com.bankofamerica.gisds.App.evaluate(java.lang.String,java.lang.String,java.lang.String) on object com.package.name.App@418d85cb of class com.package.name.App with arguments {172.73.14.54:java.lang.String, countryCode:java.lang.String, ./GeoIP2-Enterprise.mmdb:java.lang.String} of size 3
org.apache.hadoop.hive.ql.parse.SemanticException: Line 1:7 Wrong arguments ''./GeoIP2-Enterprise.mmdb'': org.apache.hadoop.hive.ql.metadata.HiveException: Unable to execute method public java.lang.String com.package.name.App.evaluate(java.lang.String,java.lang.String,java.lang.String) on object com.package.name.App@418d85cb of class com.package.name.App with arguments {172.73.14.54:java.lang.String, countryCode:java.lang.String, ./GeoIP2-Enterprise.mmdb:java.lang.String} of size 3
at org.apache.hadoop.hive.ql.parse.TypeCheckProcFactory$DefaultExprProcessor.process(TypeCheckProcFactory.java:1184)
at org.apache.hadoop.hive.ql.lib.DefaultRuleDispatcher.dispatch(DefaultRuleDispatcher.java:90)
at org.apache.hadoop.hive.ql.lib.DefaultGraphWalker.dispatchAndReturn(DefaultGraphWalker.java:94)
at org.apache.hadoop.hive.ql.lib.DefaultGraphWalker.dispatch(DefaultGraphWalker.java:78)
at org.apache.hadoop.hive.ql.lib.DefaultGraphWalker.walk(DefaultGraphWalker.java:132)
at org.apache.hadoop.hive.ql.lib.DefaultGraphWalker.startWalking(DefaultGraphWalker.java:109)
at org.apache.hadoop.hive.ql.parse.TypeCheckProcFactory.genExprNode(TypeCheckProcFactory.java:193)
at org.apache.hadoop.hive.ql.parse.TypeCheckProcFactory.genExprNode(TypeCheckProcFactory.java:146)
at org.apache.hadoop.hive.ql.parse.SemanticAnalyzer.genAllExprNodeDesc(SemanticAnalyzer.java:10422)
at org.apache.hadoop.hive.ql.parse.SemanticAnalyzer.genExprNodeDesc(SemanticAnalyzer.java:10378)
at org.apache.hadoop.hive.ql.parse.SemanticAnalyzer.genSelectPlan(SemanticAnalyzer.java:3771)
at org.apache.hadoop.hive.ql.parse.SemanticAnalyzer.genSelectPlan(SemanticAnalyzer.java:3550)
at org.apache.hadoop.hive.ql.parse.SemanticAnalyzer.genPostGroupByBodyPlan(SemanticAnalyzer.java:8830)
at org.apache.hadoop.hive.ql.parse.SemanticAnalyzer.genBodyPlan(SemanticAnalyzer.java:8785)
at org.apache.hadoop.hive.ql.parse.SemanticAnalyzer.genPlan(SemanticAnalyzer.java:9652)
at org.apache.hadoop.hive.ql.parse.SemanticAnalyzer.genPlan(SemanticAnalyzer.java:9545)
at org.apache.hadoop.hive.ql.parse.SemanticAnalyzer.genOPTree(SemanticAnalyzer.java:10018)
at org.apache.hadoop.hive.ql.parse.SemanticAnalyzer.analyzeInternal(SemanticAnalyzer.java:10029)
at org.apache.hadoop.hive.ql.parse.SemanticAnalyzer.analyzeInternal(SemanticAnalyzer.java:9909)
at org.apache.hadoop.hive.ql.parse.BaseSemanticAnalyzer.analyze(BaseSemanticAnalyzer.java:223)
at org.apache.hadoop.hive.ql.Driver.compile(Driver.java:488)
at org.apache.hadoop.hive.ql.Driver.compileInternal(Driver.java:1274)
at org.apache.hadoop.hive.ql.Driver.runInternal(Driver.java:1391)
at org.apache.hadoop.hive.ql.Driver.run(Driver.java:1203)
at org.apache.hadoop.hive.ql.Driver.run(Driver.java:1193)
at org.apache.hadoop.hive.cli.CliDriver.processLocalCmd(CliDriver.java:220)
at org.apache.hadoop.hive.cli.CliDriver.processCmd(CliDriver.java:172)
at org.apache.hadoop.hive.cli.CliDriver.processLine(CliDriver.java:383)
at org.apache.hadoop.hive.cli.CliDriver.executeDriver(CliDriver.java:775)
at org.apache.hadoop.hive.cli.CliDriver.run(CliDriver.java:693)
at org.apache.hadoop.hive.cli.CliDriver.main(CliDriver.java:628)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:606)
at org.apache.hadoop.util.RunJar.run(RunJar.java:221)
at org.apache.hadoop.util.RunJar.main(RunJar.java:136)
Caused by: org.apache.hadoop.hive.ql.exec.UDFArgumentException: org.apache.hadoop.hive.ql.metadata.HiveException: Unable to execute method public java.lang.String com.package.name.App.evaluate(java.lang.String,java.lang.String,java.lang.String) on object com.package.name.App@418d85cb of class com.package.name.App with arguments {172.73.14.54:java.lang.String, countryCode:java.lang.String, ./GeoIP2-Enterprise.mmdb:java.lang.String} of size 3
at org.apache.hadoop.hive.ql.udf.generic.GenericUDF.initializeAndFoldConstants(GenericUDF.java:171)
at org.apache.hadoop.hive.ql.plan.ExprNodeGenericFuncDesc.newInstance(ExprNodeGenericFuncDesc.java:233)
at org.apache.hadoop.hive.ql.parse.TypeCheckProcFactory$DefaultExprProcessor.getXpathOrFuncExprNodeDesc(TypeCheckProcFactory.java:959)
at org.apache.hadoop.hive.ql.parse.TypeCheckProcFactory$DefaultExprProcessor.process(TypeCheckProcFactory.java:1176)
... 36 more
Caused by: org.apache.hadoop.hive.ql.metadata.HiveException: Unable to execute method public java.lang.String com.package.name.App.evaluate(java.lang.String,java.lang.String,java.lang.String) on object com.package.name.App@418d85cb of class com.package.name.App with arguments {172.73.14.54:java.lang.String, countryCode:java.lang.String, ./GeoIP2-Enterprise.mmdb:java.lang.String} of size 3
at org.apache.hadoop.hive.ql.exec.FunctionRegistry.invoke(FunctionRegistry.java:978)
at org.apache.hadoop.hive.ql.udf.generic.GenericUDFBridge.evaluate(GenericUDFBridge.java:182)
at org.apache.hadoop.hive.ql.udf.generic.GenericUDF.initializeAndFoldConstants(GenericUDF.java:168)
... 39 more
Caused by: java.lang.reflect.InvocationTargetException
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:606)
at org.apache.hadoop.hive.ql.exec.FunctionRegistry.invoke(FunctionRegistry.java:954)
... 41 more
Caused by: java.lang.NoSuchMethodError: com.fasterxml.jackson.databind.node.ObjectNode.<init>(Lcom/fasterxml/jackson/databind/node/JsonNodeFactory;Ljava/util/Map;)V
at com.maxmind.db.Decoder.decodeMap(Decoder.java:285)
at com.maxmind.db.Decoder.decodeByType(Decoder.java:154)
at com.maxmind.db.Decoder.decode(Decoder.java:147)
at com.maxmind.db.Decoder.decodeMap(Decoder.java:281)
at com.maxmind.db.Decoder.decodeByType(Decoder.java:154)
at com.maxmind.db.Decoder.decode(Decoder.java:147)
at com.maxmind.db.Decoder.decode(Decoder.java:87)
at com.maxmind.db.Reader.<init>(Reader.java:132)
at com.maxmind.db.Reader.<init>(Reader.java:116)
at com.maxmind.geoip2.DatabaseReader.<init>(DatabaseReader.java:35)
at com.maxmind.geoip2.DatabaseReader.<init>(DatabaseReader.java:23)
at com.maxmind.geoip2.DatabaseReader$Builder.build(DatabaseReader.java:129)
at com.bankofamerica.gisds.ExtractEnterpriseData.ExtractEnterpriseDB(ExtractEnterpriseData.java:27)
at com.package.name.App.evaluate(App.java:73)
... 46 more
答案 0 :(得分:1)
根据您的回答,您的JAR文件中似乎缺少某些依赖项。你是如何编译包含UDF的项目的?
可能在Hive类路径中遗漏了这个
<dependency>
<groupId>com.fasterxml.jackson.core</groupId>
<artifactId>jackson-databind</artifactId>
<version>2.1.4</version>
</dependency>
作为解决方法,您可以尝试使用具有依赖关系的jar进行编译(对于这种情况不是一个好习惯),但至少我们会知道这是否是您的问题
<build>
<plugins>
<plugin>
<artifactId>maven-assembly-plugin</artifactId>
<configuration>
<archive>
<manifest>
</manifest>
</archive>
<descriptorRefs>
<descriptorRef>jar-with-dependencies</descriptorRef>
</descriptorRefs>
</configuration>
</plugin>
</plugins>
</build>
另一个选项是将此依赖项添加到Hive类路径并再试一次
https://mvnrepository.com/artifact/com.fasterxml.jackson.core/jackson-databind/2.1.4
答案 1 :(得分:0)
失败的实际原因是由于以下错误。
引起:java.lang.NoSuchMethodError:com.fasterxml.jackson.databind.node.ObjectNode。(Lcom / fasterxml / jackson / databind / node / JsonNodeFactory; Ljava / util / Map;)V
看起来您可能在类路径中存在冲突版本的jar。
在启动它之前添加-verbose:hs2的类jvm选项,然后查看哪个jar被拾取 - 如果它是旧的或者udf不需要,请删除它。