/* * 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.lops; import org.apache.sysml.lops.LopProperties.ExecLocation; import org.apache.sysml.lops.LopProperties.ExecType; import org.apache.sysml.lops.WeightedDivMM.WDivMMType; import org.apache.sysml.lops.compile.JobType; import org.apache.sysml.parser.Expression.DataType; import org.apache.sysml.parser.Expression.ValueType; public class WeightedDivMMR extends Lop { public static final String OPCODE = "redwdivmm"; private WDivMMType _weightsType = null; private boolean _cacheU = false; private boolean _cacheV = false; public WeightedDivMMR(Lop input1, Lop input2, Lop input3, Lop input4, DataType dt, ValueType vt, WDivMMType wt, boolean cacheU, boolean cacheV, ExecType et) throws LopsException { super(Lop.Type.WeightedDivMM, dt, vt); addInput(input1); //W addInput(input2); //U addInput(input3); //V addInput(input4); //X input1.addOutput(this); input2.addOutput(this); input3.addOutput(this); input4.addOutput(this); _weightsType = wt; _cacheU = cacheU; _cacheV = cacheV; setupLopProperties(et); } private void setupLopProperties( ExecType et ) throws LopsException { if( et == ExecType.MR ) { //setup MR parameters boolean breaksAlignment = true; boolean aligner = false; boolean definesMRJob = false; lps.addCompatibility(JobType.GMR); lps.addCompatibility(JobType.DATAGEN); lps.setProperties( inputs, ExecType.MR, ExecLocation.Reduce, breaksAlignment, aligner, definesMRJob ); } else //Spark/CP { //setup Spark parameters boolean breaksAlignment = false; boolean aligner = false; boolean definesMRJob = false; lps.addCompatibility(JobType.INVALID); lps.setProperties( inputs, et, ExecLocation.ControlProgram, breaksAlignment, aligner, definesMRJob ); } } public String toString() { return "Operation = WeightedDivMMR"; } /* MR instruction generation */ @Override public String getInstructions(int input1, int input2, int input3, int input4, int output) { return getInstructions( String.valueOf(input1), String.valueOf(input2), String.valueOf(input3), String.valueOf(input4), String.valueOf(output)); } /* CP/SPARK instruction generation */ @Override public String getInstructions(String input1, String input2, String input3, String input4, String output) { StringBuilder sb = new StringBuilder(); final ExecType et = getExecType(); sb.append(et); sb.append(Lop.OPERAND_DELIMITOR); sb.append(OPCODE); sb.append(Lop.OPERAND_DELIMITOR); sb.append( getInputs().get(0).prepInputOperand(input1)); sb.append(Lop.OPERAND_DELIMITOR); sb.append( getInputs().get(1).prepInputOperand(input2)); sb.append(Lop.OPERAND_DELIMITOR); sb.append( getInputs().get(2).prepInputOperand(input3)); sb.append(Lop.OPERAND_DELIMITOR); if ( (et == ExecType.MR) && (getInputs().get(3).getDataType() == DataType.SCALAR) ) { sb.append( getInputs().get(3).prepScalarInputOperand(et)); } else { sb.append( getInputs().get(3).prepInputOperand(input4)); } sb.append(Lop.OPERAND_DELIMITOR); sb.append( prepOutputOperand(output)); sb.append(Lop.OPERAND_DELIMITOR); sb.append(_weightsType); sb.append(Lop.OPERAND_DELIMITOR); sb.append(_cacheU); sb.append(Lop.OPERAND_DELIMITOR); sb.append(_cacheV); return sb.toString(); } @Override public boolean usesDistributedCache() { return (_cacheU || _cacheV); } @Override public int[] distributedCacheInputIndex() { if( !_cacheU && !_cacheV ) return new int[]{-1}; else if( _cacheU && !_cacheV ) return new int[]{2}; else if( !_cacheU && _cacheV ) return new int[]{3}; else return new int[]{2,3}; } }