gobblin.source.extractor.extract.kafka.workunit.packer.KafkaSingleLevelWorkUnitPacker.java Source code

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Here is the source code for gobblin.source.extractor.extract.kafka.workunit.packer.KafkaSingleLevelWorkUnitPacker.java

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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 gobblin.source.extractor.extract.kafka.workunit.packer;

import java.util.List;
import java.util.Map;

import com.google.common.collect.Lists;
import com.google.common.math.DoubleMath;

import gobblin.configuration.SourceState;
import gobblin.source.extractor.extract.AbstractSource;
import gobblin.source.workunit.MultiWorkUnit;
import gobblin.source.workunit.WorkUnit;

/**
 * An implementation of {@link KafkaWorkUnitPacker} with a single level of bin packing using worst-fit-decreasing.
 *
 * Note that for each skipped topic, an empty workunit is created for each partition to preserve its checkpoints.
 * In single-level bin packing mode, it still assigns all partitions of a skipped topic to the same workunit / task,
 * so that a single empty task will be created for this topic, instead of one empty task per partition.
 *
 * Please refer to the Javadoc of {@link KafkaBiLevelWorkUnitPacker} for a comparison between
 * {@link KafkaSingleLevelWorkUnitPacker} and {@link KafkaBiLevelWorkUnitPacker}.
 *
 * @author Ziyang Liu
 */
public class KafkaSingleLevelWorkUnitPacker extends KafkaWorkUnitPacker {

    protected KafkaSingleLevelWorkUnitPacker(AbstractSource<?, ?> source, SourceState state) {
        super(source, state);
    }

    @Override
    public List<WorkUnit> pack(Map<String, List<WorkUnit>> workUnitsByTopic, int numContainers) {
        setWorkUnitEstSizes(workUnitsByTopic);
        List<WorkUnit> workUnits = Lists.newArrayList();
        for (List<WorkUnit> workUnitsForTopic : workUnitsByTopic.values()) {

            // For each topic, merge all empty workunits into a single workunit, so that a single
            // empty task will be created instead of many.
            MultiWorkUnit zeroSizeWorkUnit = MultiWorkUnit.createEmpty();
            for (WorkUnit workUnit : workUnitsForTopic) {
                if (DoubleMath.fuzzyEquals(getWorkUnitEstSize(workUnit), 0.0, EPS)) {
                    addWorkUnitToMultiWorkUnit(workUnit, zeroSizeWorkUnit);
                } else {
                    workUnit.setWatermarkInterval(getWatermarkIntervalFromWorkUnit(workUnit));
                    workUnits.add(workUnit);
                }
            }
            if (!zeroSizeWorkUnit.getWorkUnits().isEmpty()) {
                workUnits.add(squeezeMultiWorkUnit(zeroSizeWorkUnit));
            }
        }
        return worstFitDecreasingBinPacking(workUnits, numContainers);
    }
}