src/main/java/org/apache/sysds/runtime/instructions/spark/BinaryFrameMatrixSPInstruction.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
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package org.apache.sysds.runtime.instructions.spark;

import org.apache.spark.api.java.JavaPairRDD;
import org.apache.spark.api.java.function.Function;
import org.apache.sysds.runtime.controlprogram.context.ExecutionContext;
import org.apache.sysds.runtime.controlprogram.context.SparkExecutionContext;
import org.apache.sysds.runtime.instructions.cp.CPOperand;
import org.apache.sysds.runtime.instructions.spark.data.PartitionedBroadcast;
import org.apache.sysds.runtime.matrix.data.FrameBlock;
import org.apache.sysds.runtime.matrix.data.MatrixBlock;
import org.apache.sysds.runtime.matrix.operators.Operator;

public class BinaryFrameMatrixSPInstruction extends BinarySPInstruction {
	protected BinaryFrameMatrixSPInstruction(Operator op, CPOperand in1, CPOperand in2, CPOperand out, String opcode, String istr) {
		super(SPType.Binary, op, in1, in2, out, opcode, istr);
	}

	@Override
	public void processInstruction(ExecutionContext ec) {
		SparkExecutionContext sec = (SparkExecutionContext) ec;
		// Get input RDDs
		JavaPairRDD<Long, FrameBlock> in1 = sec.getFrameBinaryBlockRDDHandleForVariable(input1.getName());
		// get feature length matrix
		PartitionedBroadcast<MatrixBlock> feaLen =  sec.getBroadcastForVariable(input2.getName());
		JavaPairRDD<Long, FrameBlock> out = in1.mapValues(new DropInvalidLengths(feaLen));

		//set output RDD
		sec.setRDDHandleForVariable(output.getName(), out);
		sec.addLineageRDD(output.getName(), input1.getName());
		sec.addLineageBroadcast(output.getName(), input2.getName());
	}

	private static class DropInvalidLengths implements  Function<FrameBlock,FrameBlock> {
		private static final long serialVersionUID = 5850400295183766400L;

		private PartitionedBroadcast<MatrixBlock> featureLength = null;

		public DropInvalidLengths(PartitionedBroadcast<MatrixBlock> fl) {
			featureLength = fl;
		}

		@Override public FrameBlock call(FrameBlock frameBlock) throws Exception {
			int idx = (int)featureLength.getNumRows();
			FrameBlock fb = frameBlock.invalidByLength(featureLength.getBlock(1, idx));
			return fb;
		}
	}
}