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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
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* See the License for the specific language governing permissions and
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package org.apache.pig.backend.hadoop.executionengine.spark.converter;
import org.apache.pig.backend.hadoop.executionengine.physicalLayer.relationalOperators.POBroadcastSpark;
import org.apache.pig.backend.hadoop.executionengine.spark.SparkPigContext;
import org.apache.pig.backend.hadoop.executionengine.spark.SparkUtil;
import org.apache.pig.data.Tuple;
import org.apache.spark.api.java.JavaRDD;
import org.apache.spark.api.java.JavaSparkContext;
import org.apache.spark.broadcast.Broadcast;
import org.apache.spark.rdd.RDD;
import java.util.List;
public class BroadcastConverter implements RDDConverter<Tuple, Tuple, POBroadcastSpark> {
private final JavaSparkContext sc;
public BroadcastConverter(JavaSparkContext sc) {
this.sc = sc;
}
@Override
public RDD<Tuple> convert(List<RDD<Tuple>> predecessors, POBroadcastSpark po) {
SparkUtil.assertPredecessorSize(predecessors, po, 1);
RDD<Tuple> rdd = predecessors.get(0);
// Just collect the predecessor RDD, and broadcast it
JavaRDD<Tuple> javaRDD = new JavaRDD<>(rdd, SparkUtil.getManifest(Tuple.class));
Broadcast<List<Tuple>> broadcastedRDD = sc.broadcast(javaRDD.collect());
// Save the broadcast variable to broadcastedVars map, so that this
// broadcasted variable can be referenced by the driver client.
SparkPigContext.get().getBroadcastedVars().put(po.getBroadcastedVariableName(), broadcastedRDD);
return rdd;
}
}