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Feast common module with functionality that can be reused
/*
* SPDX-License-Identifier: Apache-2.0
* Copyright 2018-2020 The Feast Authors
*
* Licensed 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
*
* https://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 feast.common.util;
import com.google.protobuf.GeneratedMessageV3;
import com.google.protobuf.InvalidProtocolBufferException;
import com.google.protobuf.Message;
import com.google.protobuf.Parser;
import java.io.ByteArrayOutputStream;
import java.io.IOException;
import org.apache.kafka.common.serialization.Deserializer;
import org.apache.kafka.common.serialization.Serializer;
/*
Serializer & Deserializer implementation to write & read protobuf object from/to kafka
*/
public class KafkaSerialization {
public static class ProtoSerializer implements Serializer {
@Override
public byte[] serialize(String topic, T data) {
ByteArrayOutputStream stream = new ByteArrayOutputStream();
try {
data.writeTo(stream);
} catch (IOException e) {
throw new RuntimeException(
String.format(
"Unable to serialize object of type %s. Reason: %s",
data.getClass().getName(), e.getCause().getMessage()));
}
return stream.toByteArray();
}
}
public static class ProtoDeserializer implements Deserializer {
private Parser parser;
public ProtoDeserializer(Parser parser) {
this.parser = parser;
}
@Override
public T deserialize(String topic, byte[] data) {
try {
return parser.parseFrom(data);
} catch (InvalidProtocolBufferException e) {
throw new RuntimeException(
String.format(
"Unable to deserialize object from topic %s. Reason: %s",
topic, e.getCause().getMessage()));
}
}
}
}
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