org.apache.crunch.impl.spark.collect.UnionTable 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,
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package org.apache.crunch.impl.spark.collect;
import org.apache.crunch.fn.IdentityFn;
import org.apache.crunch.impl.dist.collect.BaseUnionTable;
import org.apache.crunch.impl.dist.collect.PCollectionImpl;
import org.apache.crunch.impl.dist.collect.PTableBase;
import org.apache.crunch.impl.spark.SparkCollection;
import org.apache.crunch.impl.spark.SparkRuntime;
import org.apache.crunch.impl.spark.fn.PairFlatMapDoFn;
import org.apache.spark.api.java.JavaPairRDD;
import org.apache.spark.api.java.JavaRDD;
import org.apache.spark.api.java.JavaRDDLike;
import org.apache.spark.storage.StorageLevel;
import java.util.List;
public class UnionTable extends BaseUnionTable implements SparkCollection {
private JavaRDDLike, ?> rdd;
UnionTable(List> tables) {
super(tables);
}
public JavaRDDLike, ?> getJavaRDDLike(SparkRuntime runtime) {
if (!runtime.isValid(rdd)) {
rdd = getJavaRDDLikeInternal(runtime);
rdd.rdd().setName(getName());
StorageLevel sl = runtime.getStorageLevel(this);
if (sl != null) {
rdd.rdd().persist(sl);
}
}
return rdd;
}
private JavaRDDLike, ?> getJavaRDDLikeInternal(SparkRuntime runtime) {
List> parents = getParents();
JavaPairRDD[] rdds = new JavaPairRDD[parents.size()];
for (int i = 0; i < rdds.length; i++) {
if (parents.get(i) instanceof PTableBase) {
rdds[i] = (JavaPairRDD) ((SparkCollection) parents.get(i)).getJavaRDDLike(runtime);
} else {
JavaRDD rdd = (JavaRDD) ((SparkCollection) parents.get(i)).getJavaRDDLike(runtime);
rdds[i] = rdd.mapPartitionsToPair(new PairFlatMapDoFn(IdentityFn.getInstance(), runtime.getRuntimeContext()));
}
}
return runtime.getSparkContext().union(rdds);
}
}
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