/* * 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.compile.JobType; import org.apache.sysml.parser.Expression.*; /** * TODO Additional compiler enhancements: * 1) Partial Shuffle Elimination - Any full or aligned blocks could be directly output from the mappers * to the result index. We only need to shuffle, sort and aggregate partial blocks. However, this requires * piggybacking changes, i.e., (1) operations with multiple result indexes, and (2) multiple operations * with the same result index. * 2) Group Elimination for Append Chains - If we have chains of rappend each intermediate is shuffled and * aggregated. This is unnecessary if all offsets are known in advance. We could directly pack all rappends * in one GMR map-phase followed by one group and subsequent aggregate. However, this requires an n-ary * rappend or group (with multiple inputs). * */ public class AppendG extends Lop { public static final String OPCODE = "gappend"; private boolean _cbind = true; public AppendG(Lop input1, Lop input2, Lop input3, Lop input4, DataType dt, ValueType vt, boolean cbind, ExecType et) { super(Lop.Type.Append, dt, vt); init(input1, input2, input3, input4, dt, vt, et); _cbind = cbind; } public void init(Lop input1, Lop input2, Lop input3, Lop input4, DataType dt, ValueType vt, ExecType et) { addInput(input1); input1.addOutput(this); addInput(input2); input2.addOutput(this); addInput(input3); input3.addOutput(this); addInput(input4); input4.addOutput(this); boolean breaksAlignment = false; boolean aligner = false; boolean definesMRJob = false; if( et == ExecType.MR ) { lps.addCompatibility(JobType.GMR); lps.setProperties( inputs, ExecType.MR, ExecLocation.Map, breaksAlignment, aligner, definesMRJob ); } else //SP { lps.addCompatibility(JobType.INVALID); lps.setProperties( inputs, ExecType.SPARK, ExecLocation.ControlProgram, breaksAlignment, aligner, definesMRJob ); } } @Override public String toString() { return " AppendG: "; } //called when append executes in MR public String getInstructions(int input_index1, int input_index2, int input_index3, int input_index4, int output_index) throws LopsException { return getInstructions( String.valueOf(input_index1), String.valueOf(input_index2), String.valueOf(input_index3), String.valueOf(input_index4), String.valueOf(output_index) ); } //called when append executes in SP public String getInstructions(String input_index1, String input_index2, String input_index3, String input_index4, String output_index) throws LopsException { StringBuilder sb = new StringBuilder(); sb.append( getExecType() ); sb.append( OPERAND_DELIMITOR ); sb.append( OPCODE ); sb.append( OPERAND_DELIMITOR ); sb.append( getInputs().get(0).prepInputOperand(input_index1)); sb.append( OPERAND_DELIMITOR ); sb.append( getInputs().get(1).prepInputOperand(input_index2)); sb.append( OPERAND_DELIMITOR ); sb.append( getInputs().get(2).prepScalarInputOperand(getExecType())); sb.append( OPERAND_DELIMITOR ); sb.append( getInputs().get(3).prepScalarInputOperand(getExecType())); sb.append( OPERAND_DELIMITOR ); sb.append( prepOutputOperand(output_index) ); sb.append( OPERAND_DELIMITOR ); sb.append( _cbind ); return sb.toString(); } }