Pyarrow looses driver information while serialization

### Describe the bug, including details regarding any error messages, version, and platform.

Pyarrow looses the driver information while serialization. This can lead to erratic behaviour which includes the inability to set the hadoop classpath correctly among a plethora of unexpected information

`
java.io.IOException: com.google.protobuf.ServiceException: java.lang.NoClassDefFoundError: Could not initialize class org.apache.hadoop.util.VersionInfo
at org.apache.hadoop.ipc.ProtobufHelper.getRemoteException(ProtobufHelper.java:47)
at org.apache.hadoop.hdfs.protocolPB.ClientNamenodeProtocolTranslatorPB.getFileInfo(ClientNamenodeProtocolTranslatorPB.java:841)
at java.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at java.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at java.base/jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.base/java.lang.reflect.Method.invoke(Method.java:566)
at org.apache.hadoop.io.retry.RetryInvocationHandler.invokeMethod(RetryInvocationHandler.java:411)
at org.apache.hadoop.io.retry.RetryInvocationHandler$Call.invokeMethod(RetryInvocationHandler.java:165)
at org.apache.hadoop.io.retry.RetryInvocationHandler$Call.invoke(RetryInvocationHandler.java:157)
at org.apache.hadoop.io.retry.RetryInvocationHandler$Call.invokeOnce(RetryInvocationHandler.java:95)
at org.apache.hadoop.io.retry.RetryInvocationHandler.invoke(RetryInvocationHandler.java:348)
at com.sun.proxy.$Proxy14.getFileInfo(Unknown Source)
at org.apache.hadoop.hdfs.DFSClient.getFileInfo(DFSClient.java:1749)
at org.apache.hadoop.hdfs.DistributedFileSystem$27.doCall(DistributedFileSystem.java:1479)
at org.apache.hadoop.hdfs.DistributedFileSystem$27.doCall(DistributedFileSystem.java:1476)
at org.apache.hadoop.fs.FileSystemLinkResolver.resolve(FileSystemLinkResolver.java:81)
at org.apache.hadoop.hdfs.DistributedFileSystem.getFileStatus(DistributedFileSystem.java:1476)
at org.apache.hadoop.fs.FileSystem.exists(FileSystem.java:1466)
Caused by: com.google.protobuf.ServiceException: java.lang.NoClassDefFoundError: Could not initialize class org.apache.hadoop.util.VersionInfo
at org.apache.hadoop.ipc.ProtobufRpcEngine$Invoker.invoke(ProtobufRpcEngine.java:241)
at org.apache.hadoop.ipc.ProtobufRpcEngine$Invoker.invoke(ProtobufRpcEngine.java:116)
at com.sun.proxy.$Proxy13.getFileInfo(Unknown Source)
at org.apache.hadoop.hdfs.protocolPB.ClientNamenodeProtocolTranslatorPB.getFileInfo(ClientNamenodeProtocolTranslatorPB.java:838)
... 16 more
Caused by: java.lang.NoClassDefFoundError: Could not initialize class org.apache.hadoop.util.VersionInfo
at org.apache.hadoop.util.ProtoUtil.makeRpcRequestHeader(ProtoUtil.java:186)
at org.apache.hadoop.ipc.Client$Connection.(Client.java:480)
at org.apache.hadoop.ipc.Client.getConnection(Client.java:1560)
at org.apache.hadoop.ipc.Client.call(Client.java:1403)
at org.apache.hadoop.ipc.Client.call(Client.java:1367)
at org.apache.hadoop.ipc.ProtobufRpcEngine$Invoker.invoke(ProtobufRpcEngine.java:227)
... 19 more
`

### Component(s)

Python