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From ravipesala <>
Subject [GitHub] incubator-carbondata pull request #620: [CARBONDATA-742]Added batch sort to ...
Date Mon, 06 Mar 2017 10:38:59 GMT
Github user ravipesala commented on a diff in the pull request:
    --- Diff: processing/src/main/java/org/apache/carbondata/processing/newflow/sort/impl/
    @@ -0,0 +1,270 @@
    + * 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
    + *
    + *
    + *
    + * 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.carbondata.processing.newflow.sort.impl;
    +import java.util.Iterator;
    +import java.util.List;
    +import java.util.concurrent.BlockingQueue;
    +import java.util.concurrent.Callable;
    +import java.util.concurrent.ExecutorService;
    +import java.util.concurrent.Executors;
    +import java.util.concurrent.LinkedBlockingQueue;
    +import java.util.concurrent.TimeUnit;
    +import java.util.concurrent.atomic.AtomicInteger;
    +import java.util.concurrent.atomic.AtomicLong;
    +import org.apache.carbondata.common.CarbonIterator;
    +import org.apache.carbondata.common.logging.LogService;
    +import org.apache.carbondata.common.logging.LogServiceFactory;
    +import org.apache.carbondata.core.util.CarbonProperties;
    +import org.apache.carbondata.core.util.CarbonTimeStatisticsFactory;
    +import org.apache.carbondata.processing.newflow.exception.CarbonDataLoadingException;
    +import org.apache.carbondata.processing.newflow.row.CarbonRow;
    +import org.apache.carbondata.processing.newflow.row.CarbonRowBatch;
    +import org.apache.carbondata.processing.newflow.row.CarbonSortBatch;
    +import org.apache.carbondata.processing.newflow.sort.Sorter;
    +import org.apache.carbondata.processing.newflow.sort.unsafe.UnsafeCarbonRowPage;
    +import org.apache.carbondata.processing.newflow.sort.unsafe.UnsafeSortDataRows;
    +import org.apache.carbondata.processing.newflow.sort.unsafe.merger.UnsafeIntermediateMerger;
    +import org.apache.carbondata.processing.newflow.sort.unsafe.merger.UnsafeSingleThreadFinalSortFilesMerger;
    +import org.apache.carbondata.processing.sortandgroupby.exception.CarbonSortKeyAndGroupByException;
    +import org.apache.carbondata.processing.sortandgroupby.sortdata.SortParameters;
    + * It parallely reads data from array of iterates and do merge sort.
    + * It sorts data in batches and send to the next step.
    + */
    +public class UnsafeBatchParallelReadMergeSorterImpl implements Sorter {
    --- End diff --
    Yes we do sort in-memory, it sorts the data chunk by chunk (default size 64 MB) and kept
them in memory, once the batch memory reaches then it starts merge sort and gives to the data
writer. This approach is faster than sort the big batch of records once.

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