/* * 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.sysml.runtime.instructions.spark; import org.apache.spark.api.java.JavaPairRDD; import org.apache.spark.api.java.function.Function; import scala.Tuple2; import org.apache.sysml.runtime.DMLRuntimeException; import org.apache.sysml.runtime.controlprogram.context.ExecutionContext; import org.apache.sysml.runtime.controlprogram.context.SparkExecutionContext; import org.apache.sysml.runtime.instructions.cp.CPOperand; import org.apache.sysml.runtime.matrix.data.MatrixBlock; import org.apache.sysml.runtime.matrix.data.MatrixIndexes; import org.apache.sysml.runtime.matrix.operators.Operator; public class MatrixAppendRSPInstruction extends AppendRSPInstruction { public MatrixAppendRSPInstruction(Operator op, CPOperand in1, CPOperand in2, CPOperand out, boolean cbind, String opcode, String istr) { super(op, in1, in2, out, cbind, opcode, istr); } @Override public void processInstruction(ExecutionContext ec) throws DMLRuntimeException { // reduce-only append (output must have at most one column block) SparkExecutionContext sec = (SparkExecutionContext)ec; checkBinaryAppendInputCharacteristics(sec, _cbind, true, false); JavaPairRDD<MatrixIndexes,MatrixBlock> in1 = sec.getBinaryBlockRDDHandleForVariable( input1.getName() ); JavaPairRDD<MatrixIndexes,MatrixBlock> in2 = sec.getBinaryBlockRDDHandleForVariable( input2.getName() ); //execute reduce-append operations (partitioning preserving) JavaPairRDD<MatrixIndexes,MatrixBlock> out = in1 .join(in2) .mapValues(new ReduceSideAppendFunction(_cbind)); //put output RDD handle into symbol table updateBinaryAppendOutputMatrixCharacteristics(sec, _cbind); sec.setRDDHandleForVariable(output.getName(), out); sec.addLineageRDD(output.getName(), input1.getName()); sec.addLineageRDD(output.getName(), input2.getName()); } private static class ReduceSideAppendFunction implements Function<Tuple2<MatrixBlock, MatrixBlock>, MatrixBlock> { private static final long serialVersionUID = -6763904972560309095L; private boolean _cbind = true; public ReduceSideAppendFunction(boolean cbind) { _cbind = cbind; } @Override public MatrixBlock call(Tuple2<MatrixBlock, MatrixBlock> arg0) throws Exception { MatrixBlock left = arg0._1(); MatrixBlock right = arg0._2(); return left.appendOperations(right, new MatrixBlock(), _cbind); } } }