gobblin.kafka.serialize.LiAvroDeserializerBase Maven / Gradle / Ivy
/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package gobblin.kafka.serialize;
import java.io.IOException;
import java.util.Map;
import java.util.Properties;
import org.apache.avro.Schema;
import org.apache.avro.generic.GenericData;
import org.apache.avro.generic.GenericDatumReader;
import org.apache.avro.generic.GenericRecord;
import org.apache.avro.io.Decoder;
import org.apache.avro.io.DecoderFactory;
import com.google.common.base.Preconditions;
import lombok.extern.slf4j.Slf4j;
import gobblin.kafka.schemareg.KafkaSchemaRegistry;
import gobblin.kafka.schemareg.KafkaSchemaRegistryFactory;
import gobblin.kafka.schemareg.SchemaRegistryException;
/**
* The LinkedIn Avro Deserializer (works with records serialized by the {@link LiAvroSerializerBase})
*/
@Slf4j
public class LiAvroDeserializerBase {
private KafkaSchemaRegistry _schemaRegistry;
private GenericDatumReader _datumReader;
public LiAvroDeserializerBase()
{}
public LiAvroDeserializerBase(KafkaSchemaRegistry schemaRegistry)
{
_schemaRegistry = schemaRegistry;
_datumReader = new GenericDatumReader<>();
Preconditions.checkState(_schemaRegistry!=null, "Schema Registry is not initialized");
Preconditions.checkState(_datumReader!=null, "Datum Reader is not initialized");
}
/**
* Configure this class.
* @param configs configs in key/value pairs
* @param isKey whether is for key or value
*/
public void configure(Map configs, boolean isKey) {
Preconditions.checkArgument(isKey==false, "LiAvroDeserializer only works for value fields");
_datumReader = new GenericDatumReader<>();
Properties props = new Properties();
for (Map.Entry entry: configs.entrySet())
{
String value = String.valueOf(entry.getValue());
props.setProperty(entry.getKey(), value);
}
_schemaRegistry = KafkaSchemaRegistryFactory.getSchemaRegistry(props);
}
/**
*
* @param topic topic associated with the data
* @param data serialized bytes
* @return deserialized object
*/
public GenericRecord deserialize(String topic, byte[] data)
throws SerializationException {
try {
// MAGIC_BYTE | schemaId-bytes | avro_payload
if (data[0] != LiAvroSerDeHelper.MAGIC_BYTE) {
throw new SerializationException(String.format("Unknown magic byte for topic: %s ", topic));
}
MD5Digest schemaId = MD5Digest.fromBytes(data, 1 ); // read start after the first byte (magic byte)
Schema schema = _schemaRegistry.getById(schemaId);
Decoder decoder = DecoderFactory.get().binaryDecoder(data, 1 + MD5Digest.MD5_BYTES_LENGTH,
data.length - MD5Digest.MD5_BYTES_LENGTH - 1, null);
_datumReader.setSchema(schema);
try {
GenericRecord record = _datumReader.read(null, decoder);
return record;
} catch (IOException e) {
log.error(String.format("Error during decoding record for topic %s: ", topic));
throw e;
}
} catch (IOException | SchemaRegistryException e) {
throw new SerializationException("Error during Deserialization", e);
}
}
public void close() {
}
}
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