org.apache.crunch.impl.spark.serde.AvroSerDe Maven / Gradle / Ivy
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* 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 org.apache.crunch.impl.spark.serde;
import com.google.common.base.Function;
import org.apache.avro.io.DatumReader;
import org.apache.avro.io.DatumWriter;
import org.apache.avro.io.Decoder;
import org.apache.avro.io.DecoderFactory;
import org.apache.avro.io.Encoder;
import org.apache.avro.io.EncoderFactory;
import org.apache.crunch.impl.spark.ByteArray;
import org.apache.crunch.impl.spark.ByteArrayHelper;
import org.apache.crunch.types.avro.AvroMode;
import org.apache.crunch.types.avro.AvroType;
import org.apache.crunch.types.avro.Avros;
import org.apache.hadoop.conf.Configuration;
import javax.annotation.Nullable;
import java.io.ByteArrayOutputStream;
import java.io.IOException;
import java.util.Map;
public class AvroSerDe implements SerDe {
private AvroType avroType;
private Map modeProperties;
private ByteArrayHelper helper;
private transient AvroMode mode;
private transient DatumWriter writer;
private transient DatumReader reader;
public AvroSerDe(AvroType avroType, Map modeProperties) {
this.avroType = avroType;
this.modeProperties = modeProperties;
if (avroType.hasReflect() && avroType.hasSpecific()) {
Avros.checkCombiningSpecificAndReflectionSchemas();
}
this.helper = ByteArrayHelper.forAvroSchema(avroType.getSchema());
}
private AvroMode getMode() {
if (mode == null) {
mode = AvroMode.fromType(avroType);
if (modeProperties != null && !modeProperties.isEmpty()) {
Configuration conf = new Configuration();
for (Map.Entry e : modeProperties.entrySet()) {
conf.set(e.getKey(), e.getValue());
}
mode = mode.withFactoryFromConfiguration(conf);
}
}
return mode;
}
private DatumWriter getWriter() {
if (writer == null) {
writer = getMode().getWriter(avroType.getSchema());
}
return writer;
}
private DatumReader getReader() {
if (reader == null) {
reader = getMode().getReader(avroType.getSchema());
}
return reader;
}
@Override
public ByteArray toBytes(T obj) throws Exception {
ByteArrayOutputStream out = new ByteArrayOutputStream();
Encoder encoder = EncoderFactory.get().binaryEncoder(out, null);
getWriter().write(obj, encoder);
encoder.flush();
out.close();
return new ByteArray(out.toByteArray(), helper);
}
@Override
public T fromBytes(byte[] bytes) {
Decoder decoder = DecoderFactory.get().binaryDecoder(bytes, null);
try {
return getReader().read(null, decoder);
} catch (IOException e) {
throw new RuntimeException(e);
}
}
@Override
public Function fromBytesFunction() {
return new Function() {
@Override
public T apply(@Nullable byte[] input) {
return fromBytes(input);
}
};
}
}
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