wayang-platforms/wayang-spark/src/main/java/org/apache/wayang/spark/operators/SparkTsvFileSource.java

/*
 * 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.wayang.spark.operators;

import org.apache.spark.api.java.JavaRDD;
import org.apache.wayang.basic.channels.FileChannel;
import org.apache.wayang.basic.data.Tuple2;
import org.apache.wayang.core.optimizer.OptimizationContext;
import org.apache.wayang.core.plan.wayangplan.ExecutionOperator;
import org.apache.wayang.core.plan.wayangplan.Operator;
import org.apache.wayang.core.plan.wayangplan.UnarySource;
import org.apache.wayang.core.platform.ChannelDescriptor;
import org.apache.wayang.core.platform.ChannelInstance;
import org.apache.wayang.core.platform.lineage.ExecutionLineageNode;
import org.apache.wayang.core.types.DataSetType;
import org.apache.wayang.core.util.Tuple;
import org.apache.wayang.core.util.fs.FileSystems;
import org.apache.wayang.spark.channels.RddChannel;
import org.apache.wayang.spark.execution.SparkExecutor;
import org.apache.wayang.spark.platform.SparkPlatform;

import java.util.Collection;
import java.util.Collections;
import java.util.List;

/**
 * {@link Operator} for the {@link SparkPlatform} that creates a sequence file. Consistent with Spark's object files.
 *
 * @see SparkObjectFileSink
 */
public class SparkTsvFileSource<T> extends UnarySource<T> implements SparkExecutionOperator {

    private final String sourcePath;

    public SparkTsvFileSource(DataSetType type) {
        this(null, type);
    }

    public SparkTsvFileSource(String sourcePath, DataSetType<T> type) {
        super(type);
        this.sourcePath = sourcePath;
    }

    @Override
    public Tuple<Collection<ExecutionLineageNode>, Collection<ChannelInstance>> evaluate(
            ChannelInstance[] inputs,
            ChannelInstance[] outputs,
            SparkExecutor sparkExecutor,
            OptimizationContext.OperatorContext operatorContext) {
        final String sourcePath;
        if (this.sourcePath != null) {
            assert inputs.length == 0;
            sourcePath = this.sourcePath;
        } else {
            FileChannel.Instance input = (FileChannel.Instance) inputs[0];
            sourcePath = input.getSinglePath();
        }
        RddChannel.Instance output = (RddChannel.Instance) outputs[0];

        final String actualInputPath = FileSystems.findActualSingleInputPath(sourcePath);
        final JavaRDD<String> linesRdd = sparkExecutor.sc.textFile(actualInputPath);
        this.name(linesRdd);
        final JavaRDD<T> dataQuantaRdd = linesRdd
                .map(line -> {
                    // TODO: Important. Enrich type informations to create the correct parser!
                    int tabPos = line.indexOf('\t');
                    return (T) new Tuple2<>(
                            Integer.valueOf(line.substring(0, tabPos)),
                            Float.valueOf(line.substring(tabPos + 1)));
                });
        this.name(dataQuantaRdd);

        output.accept(dataQuantaRdd, sparkExecutor);

        return ExecutionOperator.modelLazyExecution(inputs, outputs, operatorContext);
    }


    @Override
    protected ExecutionOperator createCopy() {
        return new SparkTsvFileSource<>(this.sourcePath, this.getType());
    }

    @Override
    public String getLoadProfileEstimatorConfigurationKey() {
        return "wayang.spark.tsvfilesource.load";
    }

    @Override
    public List<ChannelDescriptor> getSupportedInputChannels(int index) {
        return Collections.singletonList(FileChannel.HDFS_TSV_DESCRIPTOR);
    }

    @Override
    public List<ChannelDescriptor> getSupportedOutputChannels(int index) {
        return Collections.singletonList(RddChannel.UNCACHED_DESCRIPTOR);
    }

    @Override
    public boolean containsAction() {
        return false;
    }

}