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Posted to issues@flink.apache.org by "arganzheng (JIRA)" <ji...@apache.org> on 2019/06/04 07:10:00 UTC
[jira] [Updated] (FLINK-12725) Need to copy
flink-hadoop-compatibility jar explicitly to ${FLINK-HOME}/lib location
[ https://issues.apache.org/jira/browse/FLINK-12725?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
arganzheng updated FLINK-12725:
-------------------------------
Description:
I am currently working on an Flink application that uses some of the Hadoop dependencies to write the data to HDFS. On local environment it is working fine, however when I deploy this Flink application on the cluster it throws an exception related to compatibility issue.
The error message that I am getting is
{code:java}
java.lang.RuntimeException: Could not load the TypeInformation for the class 'org.apache.hadoop.io.Writable'. You may be missing the 'flink-hadoop-compatibility' dependency. at org.apache.flink.api.java.typeutils.TypeExtractor.createHadoopWritableTypeInfo(TypeExtractor.java:2025) at org.apache.flink.api.java.typeutils.TypeExtractor.privateGetForClass(TypeExtractor.java:1649) at org.apache.flink.api.java.typeutils.TypeExtractor.privateGetForClass(TypeExtractor.java:1591) at org.apache.flink.api.java.typeutils.TypeExtractor.createTypeInfoWithTypeHierarchy(TypeExtractor.java:778) ....
{code}
I try to included the maven dependency of {{flink-hadoop-compatibility}} jar in POM dependency. But it is not detecting it. The Flink version I am using is 1.8.0
However, when I explicitly copy the compatibility JAR to the {{${FLINK-HOME}/lib}} location, I am not getting any exception and able to run the Flink application successfully.
I try dive into the source code, and find the problem:
{code:java}
package org.apache.flink.api.java.typeutils;
public class TypeExtractor {
/** The name of the class representing Hadoop's writable */
private static final String HADOOP_WRITABLE_CLASS = "org.apache.hadoop.io.Writable";
private static final String HADOOP_WRITABLE_TYPEINFO_CLASS = "org.apache.flink.api.java.typeutils.WritableTypeInfo";
// visible for testing
public static <T> TypeInformation<T> createHadoopWritableTypeInfo(Class<T> clazz) {
checkNotNull(clazz);
Class<?> typeInfoClass;
try {
typeInfoClass = Class.forName(HADOOP_WRITABLE_TYPEINFO_CLASS, false, TypeExtractor.class.getClassLoader());
}
catch (ClassNotFoundException e) {
throw new RuntimeException("Could not load the TypeInformation for the class '"
+ HADOOP_WRITABLE_CLASS + "'. You may be missing the 'flink-hadoop-compatibility' dependency.");
}
...
}
}
{code}
This is because `org.apache.hadoop.io.Writable` is mean to be loaded by TypeExtractor.class.getClassLoader() which is `AppClassLoader`, and the submited flink jar is loaded by `ParentFirstClassLoader`, which is the child of `AppClassLoader`, so `AppClassLoader` can not load `org.apache.hadoop.io.Writable` from your flink jar.
I'm not sure if it's a bug, change to classLoader to `Thread.currentThread().getContextClassLoader()` will make it work without copy the flink-hadoop-compatibility jar file to ${FLINK-HOME}/lib location.
was:
I am currently working on an Flink application that uses some of the Hadoop dependencies to write the data to HDFS. On local environment it is working fine, however when I deploy this Flink application on the cluster it throws an exception related to compatibility issue.
The error message that I am getting is
```
java.lang.RuntimeException: Could not load the TypeInformation for the class 'org.apache.hadoop.io.Writable'. You may be missing the 'flink-hadoop-compatibility' dependency. at org.apache.flink.api.java.typeutils.TypeExtractor.createHadoopWritableTypeInfo(TypeExtractor.java:2025) at org.apache.flink.api.java.typeutils.TypeExtractor.privateGetForClass(TypeExtractor.java:1649) at org.apache.flink.api.java.typeutils.TypeExtractor.privateGetForClass(TypeExtractor.java:1591) at org.apache.flink.api.java.typeutils.TypeExtractor.createTypeInfoWithTypeHierarchy(TypeExtractor.java:778) ....
```
I try to included the maven dependency of {{flink-hadoop-compatibility}} jar in POM dependency. But it is not detecting it. The Flink version I am using is 1.8.0
However, when I explicitly copy the compatibility JAR to the {{${FLINK-HOME}/lib}} location, I am not getting any exception and able to run the Flink application successfully.
I try dive into the source code, and find the problem:
```java
package org.apache.flink.api.java.typeutils;
public class TypeExtractor {
/** The name of the class representing Hadoop's writable */
private static final String HADOOP_WRITABLE_CLASS = "org.apache.hadoop.io.Writable";
private static final String HADOOP_WRITABLE_TYPEINFO_CLASS = "org.apache.flink.api.java.typeutils.WritableTypeInfo";
// visible for testing
public static <T> TypeInformation<T> createHadoopWritableTypeInfo(Class<T> clazz) {
checkNotNull(clazz);
Class<?> typeInfoClass;
try {
typeInfoClass = Class.forName(HADOOP_WRITABLE_TYPEINFO_CLASS, false, TypeExtractor.class.getClassLoader());
}
catch (ClassNotFoundException e) {
throw new RuntimeException("Could not load the TypeInformation for the class '"
+ HADOOP_WRITABLE_CLASS + "'. You may be missing the 'flink-hadoop-compatibility' dependency.");
}
...
}
}
```
This is because `org.apache.hadoop.io.Writable` is mean to be loaded by TypeExtractor.class.getClassLoader() which is `AppClassLoader`, and the submited flink jar is loaded by `ParentFirstClassLoader`, which is the child of `AppClassLoader`, so `AppClassLoader` can not load `org.apache.hadoop.io.Writable` from your flink jar.
I'm not sure if it's a bug, change to classLoader to `Thread.currentThread().getContextClassLoader()` will make it work without copy the flink-hadoop-compatibility jar file to ${FLINK-HOME}/lib location.
> Need to copy flink-hadoop-compatibility jar explicitly to ${FLINK-HOME}/lib location
> ------------------------------------------------------------------------------------
>
> Key: FLINK-12725
> URL: https://issues.apache.org/jira/browse/FLINK-12725
> Project: Flink
> Issue Type: Bug
> Components: Connectors / Hadoop Compatibility
> Reporter: arganzheng
> Priority: Minor
>
> I am currently working on an Flink application that uses some of the Hadoop dependencies to write the data to HDFS. On local environment it is working fine, however when I deploy this Flink application on the cluster it throws an exception related to compatibility issue.
> The error message that I am getting is
>
> {code:java}
> java.lang.RuntimeException: Could not load the TypeInformation for the class 'org.apache.hadoop.io.Writable'. You may be missing the 'flink-hadoop-compatibility' dependency. at org.apache.flink.api.java.typeutils.TypeExtractor.createHadoopWritableTypeInfo(TypeExtractor.java:2025) at org.apache.flink.api.java.typeutils.TypeExtractor.privateGetForClass(TypeExtractor.java:1649) at org.apache.flink.api.java.typeutils.TypeExtractor.privateGetForClass(TypeExtractor.java:1591) at org.apache.flink.api.java.typeutils.TypeExtractor.createTypeInfoWithTypeHierarchy(TypeExtractor.java:778) ....
> {code}
> I try to included the maven dependency of {{flink-hadoop-compatibility}} jar in POM dependency. But it is not detecting it. The Flink version I am using is 1.8.0
> However, when I explicitly copy the compatibility JAR to the {{${FLINK-HOME}/lib}} location, I am not getting any exception and able to run the Flink application successfully.
> I try dive into the source code, and find the problem:
> {code:java}
> package org.apache.flink.api.java.typeutils;
> public class TypeExtractor {
> /** The name of the class representing Hadoop's writable */
> private static final String HADOOP_WRITABLE_CLASS = "org.apache.hadoop.io.Writable";
> private static final String HADOOP_WRITABLE_TYPEINFO_CLASS = "org.apache.flink.api.java.typeutils.WritableTypeInfo";
> // visible for testing
> public static <T> TypeInformation<T> createHadoopWritableTypeInfo(Class<T> clazz) {
> checkNotNull(clazz);
> Class<?> typeInfoClass;
> try {
> typeInfoClass = Class.forName(HADOOP_WRITABLE_TYPEINFO_CLASS, false, TypeExtractor.class.getClassLoader());
> }
> catch (ClassNotFoundException e) {
> throw new RuntimeException("Could not load the TypeInformation for the class '"
> + HADOOP_WRITABLE_CLASS + "'. You may be missing the 'flink-hadoop-compatibility' dependency.");
> }
> ...
> }
> }
> {code}
>
> This is because `org.apache.hadoop.io.Writable` is mean to be loaded by TypeExtractor.class.getClassLoader() which is `AppClassLoader`, and the submited flink jar is loaded by `ParentFirstClassLoader`, which is the child of `AppClassLoader`, so `AppClassLoader` can not load `org.apache.hadoop.io.Writable` from your flink jar.
> I'm not sure if it's a bug, change to classLoader to `Thread.currentThread().getContextClassLoader()` will make it work without copy the flink-hadoop-compatibility jar file to ${FLINK-HOME}/lib location.
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