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Druid Aggregators based on datasketches lib http://datasketches.github.io/
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/*
* Licensed to Metamarkets Group Inc. (Metamarkets) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. Metamarkets 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 io.druid.query.aggregation.datasketches.theta;
import com.yahoo.sketches.theta.Sketch;
import io.druid.data.input.InputRow;
import io.druid.segment.writeout.SegmentWriteOutMedium;
import io.druid.segment.GenericColumnSerializer;
import io.druid.segment.column.ColumnBuilder;
import io.druid.segment.data.GenericIndexed;
import io.druid.segment.data.ObjectStrategy;
import io.druid.segment.serde.ComplexColumnPartSupplier;
import io.druid.segment.serde.ComplexMetricExtractor;
import io.druid.segment.serde.ComplexMetricSerde;
import io.druid.segment.serde.LargeColumnSupportedComplexColumnSerializer;
import java.nio.ByteBuffer;
public class SketchMergeComplexMetricSerde extends ComplexMetricSerde
{
private SketchObjectStrategy strategy = new SketchObjectStrategy();
@Override
public String getTypeName()
{
return SketchModule.THETA_SKETCH;
}
@Override
public ComplexMetricExtractor getExtractor()
{
return new ComplexMetricExtractor()
{
@Override
public Class> extractedClass()
{
return Object.class;
}
@Override
public Object extractValue(InputRow inputRow, String metricName)
{
final Object object = inputRow.getRaw(metricName);
if (object == null) {
return object;
}
return SketchHolder.deserialize(object);
}
};
}
@Override
public void deserializeColumn(ByteBuffer buffer, ColumnBuilder builder)
{
GenericIndexed ge = GenericIndexed.read(buffer, strategy, builder.getFileMapper());
builder.setComplexColumn(new ComplexColumnPartSupplier(getTypeName(), ge));
}
@Override
public ObjectStrategy getObjectStrategy()
{
return strategy;
}
@Override
public GenericColumnSerializer getSerializer(SegmentWriteOutMedium segmentWriteOutMedium, String column)
{
return LargeColumnSupportedComplexColumnSerializer.create(segmentWriteOutMedium, column, this.getObjectStrategy());
}
}
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