org.apache.hadoop.hive.ql.exec.spark.MapInput 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.hadoop.hive.ql.exec.spark;

import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.io.Writable;
import org.apache.hadoop.io.WritableComparable;
import org.apache.hadoop.io.WritableUtils;
import org.apache.spark.api.java.JavaPairRDD;
import org.apache.spark.api.java.function.PairFunction;
import org.apache.spark.storage.StorageLevel;

import scala.Tuple2;

import com.google.common.base.Preconditions;


public class MapInput implements SparkTran {
  private JavaPairRDD hadoopRDD;
  private boolean toCache;
  private final SparkPlan sparkPlan;

  public MapInput(SparkPlan sparkPlan, JavaPairRDD hadoopRDD) {
    this(sparkPlan, hadoopRDD, false);
  }

  public MapInput(SparkPlan sparkPlan,
      JavaPairRDD hadoopRDD, boolean toCache) {
    this.hadoopRDD = hadoopRDD;
    this.toCache = toCache;
    this.sparkPlan = sparkPlan;
  }

  public void setToCache(boolean toCache) {
    this.toCache = toCache;
  }

  @Override
  public JavaPairRDD transform(
      JavaPairRDD input) {
    Preconditions.checkArgument(input == null,
        "AssertionError: MapInput doesn't take any input");
    JavaPairRDD result;
    if (toCache) {
      result = hadoopRDD.mapToPair(new CopyFunction());
      sparkPlan.addCachedRDDId(result.id());
      result = result.persist(StorageLevel.MEMORY_AND_DISK());
    } else {
      result = hadoopRDD;
    }
    return result;
  }

  private static class CopyFunction implements PairFunction,
    WritableComparable, Writable> {

    private transient Configuration conf;

    @Override
    public Tuple2
    call(Tuple2 tuple) throws Exception {
      if (conf == null) {
        conf = new Configuration();
      }

      return new Tuple2(tuple._1(),
          WritableUtils.clone(tuple._2(), conf));
    }

  }
}