org.apache.crunch.impl.spark.collect.InputCollection 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
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* http://www.apache.org/licenses/LICENSE-2.0
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package org.apache.crunch.impl.spark.collect;
import org.apache.crunch.Source;
import org.apache.crunch.SourceTarget;
import org.apache.crunch.impl.dist.DistributedPipeline;
import org.apache.crunch.impl.dist.collect.BaseInputCollection;
import org.apache.crunch.impl.mr.run.CrunchInputFormat;
import org.apache.crunch.impl.spark.SparkCollection;
import org.apache.crunch.impl.spark.SparkRuntime;
import org.apache.crunch.impl.spark.fn.InputConverterFunction;
import org.apache.crunch.impl.spark.fn.MapFunction;
import org.apache.crunch.io.impl.FileSourceImpl;
import org.apache.hadoop.mapreduce.Job;
import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;
import org.apache.spark.api.java.JavaPairRDD;
import org.apache.spark.api.java.JavaRDDLike;
import java.io.IOException;
public class InputCollection extends BaseInputCollection implements SparkCollection {
InputCollection(Source source, DistributedPipeline pipeline) {
super(source, pipeline);
}
public JavaRDDLike, ?> getJavaRDDLike(SparkRuntime runtime) {
try {
Job job = new Job(runtime.getConfiguration());
FileInputFormat.addInputPaths(job, "/tmp"); //placeholder
source.configureSource(job, -1);
JavaPairRDD, ?> input = runtime.getSparkContext().newAPIHadoopRDD(
job.getConfiguration(),
CrunchInputFormat.class,
source.getConverter().getKeyClass(),
source.getConverter().getValueClass());
input.rdd().setName(source.toString());
return input
.map(new InputConverterFunction(source.getConverter()))
.map(new MapFunction(source.getType().getInputMapFn(), runtime.getRuntimeContext()));
} catch (IOException e) {
throw new RuntimeException(e);
}
}
}
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