Storing null values in avro files
To be able to set Avro field to null
you should allow this in Avro schema, by adding null
as one of the possible types of the field. Take a look on example from Avro documentation:
{
"type": "record",
"name": "MyRecord",
"fields" : [
{"name": "userId", "type": "long"}, // mandatory field
{"name": "userName", "type": ["null", "string"]} // optional field
]
}
here userName
is declared as composite type which could be either null
or string
. This kind of definition allows to set userName
field to null. As contrast userId
can only contain long values, hence attempt to set userId
to null will result in NullPointerException
.
I have this issue too and now resolved it.
I found @Nullable
annotation in Apache Avro to declare the field is nullable.
So, in this example, we should
import org.apache.avro.reflect.Nullable;
public class MyAvroRecord {
long id;
String name;
String type;
Date timestamp;
Date lastModifcationDate;
String lastModifiedUsername;
@Nullable
Boolean lockedQuery;
}