/** * (C) Copyright IBM Corp. 2010, 2015 * * Licensed 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 com.ibm.bi.dml.runtime.instructions.spark; import org.apache.spark.api.java.JavaPairRDD; import org.apache.spark.api.java.function.Function; import com.ibm.bi.dml.runtime.DMLRuntimeException; import com.ibm.bi.dml.runtime.DMLUnsupportedOperationException; import com.ibm.bi.dml.runtime.controlprogram.context.ExecutionContext; import com.ibm.bi.dml.runtime.controlprogram.context.SparkExecutionContext; import com.ibm.bi.dml.runtime.instructions.cp.CPOperand; import com.ibm.bi.dml.runtime.matrix.data.MatrixBlock; import com.ibm.bi.dml.runtime.matrix.data.MatrixIndexes; import com.ibm.bi.dml.runtime.matrix.operators.Operator; import com.ibm.bi.dml.runtime.matrix.operators.UnaryOperator; /** * */ public class MatrixBuiltinSPInstruction extends BuiltinUnarySPInstruction { public MatrixBuiltinSPInstruction(Operator op, CPOperand in, CPOperand out, String opcode, String instr) { super(op, in, out, opcode, instr); } @Override public void processInstruction(ExecutionContext ec) throws DMLRuntimeException, DMLUnsupportedOperationException { SparkExecutionContext sec = (SparkExecutionContext)ec; //get input JavaPairRDD<MatrixIndexes,MatrixBlock> in = sec.getBinaryBlockRDDHandleForVariable( input1.getName() ); //execute unary builtin operation UnaryOperator uop = (UnaryOperator) _optr; JavaPairRDD<MatrixIndexes,MatrixBlock> out = in.mapValues(new RDDMatrixBuiltinUnaryOp(uop)); //set output RDD updateUnaryOutputMatrixCharacteristics(sec); sec.setRDDHandleForVariable(output.getName(), out); sec.addLineageRDD(output.getName(), input1.getName()); } /** * */ private static class RDDMatrixBuiltinUnaryOp implements Function<MatrixBlock,MatrixBlock> { private static final long serialVersionUID = -3128192099832877491L; private UnaryOperator _op = null; public RDDMatrixBuiltinUnaryOp(UnaryOperator u_op) { _op = u_op; } @Override public MatrixBlock call(MatrixBlock arg0) throws Exception { return (MatrixBlock) arg0.unaryOperations(_op, new MatrixBlock()); } } }