Storing null values in avro files

mba12 picture mba12 · Aug 13, 2017 · Viewed 15.9k times · Source

I have some json data that looks like this:

  {
    "id": 1998983092,
    "name": "Test Name 1",
    "type": "search string",
    "creationDate": "2017-06-06T13:49:15.091+0000",
    "lastModificationDate": "2017-06-28T14:53:19.698+0000",
    "lastModifiedUsername": "[email protected]",
    "lockedQuery": false,
    "lockedByUsername": null
  }

I am able to add the lockedQuery null value to a GenericRecord object without issue.

GenericRecord record = new GenericData.Record(schema);
if(json.isNull("lockedQuery")){
    record.put("lockedQuery", null);
} 

However, later when I attempt to write that GenericRecord object to an avro file I get a null pointer exception.

File file = new File("~/test.arvo");
DatumWriter<GenericRecord> datumWriter = new GenericDatumWriter<>(schema);
DataFileWriter<GenericRecord> dataFileWriter = new DataFileWriter<>(datumWriter);
dataFileWriter.create(schema, file);
for(GenericRecord record: masterList) {
    dataFileWriter.append(record); // NULL POINTER HERE
}

When I run that code I get the following exception. Any tips on how to process a null value into an Avro file much appreciated. Thanks in advance.

java.lang.NullPointerException: null of boolean in field lockedQuery of 
com.mydomain.test1.domain.MyAvroRecord
Exception in thread "main" java.lang.RuntimeException: 
org.apache.avro.file.DataFileWriter$AppendWriteException: 
java.lang.NullPointerException: null of boolean in field lockedQuery of 
com.mydomain.test1.domain.MyAvroRecord
at com.mydomain.avro.App.main(App.java:198)
Caused by: org.apache.avro.file.DataFileWriter$AppendWriteException: 
java.lang.NullPointerException: null of boolean in field lockedQuery of 
com.mydomain.test1.domain.MyAvroRecord
at org.apache.avro.file.DataFileWriter.append(DataFileWriter.java:308)

EDIT: here is the MyAvroRecord

public class MyAvroRecord {
    long id;
    String name;
    String type;
    Date timestamp;
    Date lastModifcationDate;
    String lastModifiedUsername;
    Boolean lockedQuery;

Answer

Vladimir Kroz picture Vladimir Kroz · Aug 13, 2017

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.