org.apache.hudi.common.model.OverwriteNonDefaultsWithLatestAvroPayload 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.hudi.common.model;
import org.apache.hudi.common.util.Option;
import org.apache.avro.Schema;
import org.apache.avro.generic.GenericRecord;
import org.apache.avro.generic.GenericRecordBuilder;
import org.apache.avro.generic.IndexedRecord;
import java.io.IOException;
import java.util.List;
/**
* subclass of OverwriteWithLatestAvroPayload used for delta streamer.
*
*
* - preCombine - Picks the latest delta record for a key, based on an ordering field;
*
- combineAndGetUpdateValue/getInsertValue - overwrite storage for specified fields
* that doesn't equal defaultValue.
*
*/
public class OverwriteNonDefaultsWithLatestAvroPayload extends OverwriteWithLatestAvroPayload {
public OverwriteNonDefaultsWithLatestAvroPayload(GenericRecord record, Comparable orderingVal) {
super(record, orderingVal);
}
public OverwriteNonDefaultsWithLatestAvroPayload(Option record) {
super(record); // natural order
}
@Override
public Option combineAndGetUpdateValue(IndexedRecord currentValue, Schema schema) throws IOException {
Option recordOption = getInsertValue(schema);
if (!recordOption.isPresent()) {
return Option.empty();
}
GenericRecord insertRecord = (GenericRecord) recordOption.get();
GenericRecord currentRecord = (GenericRecord) currentValue;
return mergeRecords(schema, insertRecord, currentRecord);
}
/**
* Merges the given records into one.
* The fields in {@code baseRecord} has higher priority:
* it is set up into the merged record if it is not null or equals to the default.
*
* @param schema The record schema
* @param baseRecord The base record to merge with
* @param mergedRecord The record to be merged
*
* @return the merged record option
*/
protected Option mergeRecords(Schema schema, GenericRecord baseRecord, GenericRecord mergedRecord) {
if (isDeleteRecord(baseRecord)) {
return Option.empty();
} else {
final GenericRecordBuilder builder = new GenericRecordBuilder(schema);
List fields = schema.getFields();
fields.forEach(field -> setField(baseRecord, mergedRecord, builder, field));
return Option.of(builder.build());
}
}
protected void setField(
GenericRecord baseRecord,
GenericRecord mergedRecord,
GenericRecordBuilder builder,
Schema.Field field) {
Object value = baseRecord.get(field.name());
value = field.schema().getType().equals(Schema.Type.STRING) && value != null ? value.toString() : value;
Object defaultValue = field.defaultVal();
if (!overwriteField(value, defaultValue)) {
builder.set(field, value);
} else {
builder.set(field, mergedRecord.get(field.name()));
}
}
}