org.apache.crunch.impl.spark.collect.DoTable Maven / Gradle / Ivy
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* distributed with this work for additional information
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* 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
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package org.apache.crunch.impl.spark.collect;
import org.apache.crunch.CombineFn;
import org.apache.crunch.DoFn;
import org.apache.crunch.Pair;
import org.apache.crunch.ParallelDoOptions;
import org.apache.crunch.impl.dist.collect.BaseDoTable;
import org.apache.crunch.impl.dist.collect.PCollectionImpl;
import org.apache.crunch.impl.spark.SparkCollection;
import org.apache.crunch.impl.spark.SparkRuntime;
import org.apache.crunch.impl.spark.fn.CrunchPairTuple2;
import org.apache.crunch.impl.spark.fn.FlatMapIndexFn;
import org.apache.crunch.types.PTableType;
import org.apache.spark.api.java.JavaPairRDD;
import org.apache.spark.api.java.JavaRDDLike;
import org.apache.spark.storage.StorageLevel;
public class DoTable extends BaseDoTable implements SparkCollection {
private JavaRDDLike, ?> rdd;
DoTable(String name, PCollectionImpl parent, DoFn> fn, PTableType ntype,
ParallelDoOptions options) {
super(name, parent, fn, ntype, options);
}
DoTable(
String name,
PCollectionImpl parent,
CombineFn combineFn,
DoFn> fn,
PTableType ntype) {
super(name, parent, combineFn, fn, ntype, ParallelDoOptions.builder().build());
}
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) {
if (combineFn instanceof CombineFn && getOnlyParent() instanceof PGroupedTableImpl) {
runtime.setCombineFn((CombineFn) combineFn);
}
JavaRDDLike, ?> parentRDD = ((SparkCollection) getOnlyParent()).getJavaRDDLike(runtime);
fn.configure(runtime.getConfiguration());
return parentRDD
.mapPartitionsWithIndex(
new FlatMapIndexFn(fn, parentRDD instanceof JavaPairRDD, runtime.getRuntimeContext()),
false)
.mapPartitionsToPair(new CrunchPairTuple2());
}
}
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