/* * 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.mr; import org.apache.sysml.lops.PartialAggregate.CorrectionLocationType; import org.apache.sysml.runtime.DMLRuntimeException; import org.apache.sysml.runtime.functionobjects.CM; import org.apache.sysml.runtime.functionobjects.KahanPlus; import org.apache.sysml.runtime.instructions.InstructionUtils; import org.apache.sysml.runtime.matrix.data.MatrixValue; import org.apache.sysml.runtime.matrix.mapred.CachedValueMap; import org.apache.sysml.runtime.matrix.mapred.IndexedMatrixValue; import org.apache.sysml.runtime.matrix.operators.AggregateOperator; import org.apache.sysml.runtime.matrix.operators.CMOperator; import org.apache.sysml.runtime.matrix.operators.Operator; import org.apache.sysml.runtime.matrix.operators.CMOperator.AggregateOperationTypes; public class GroupedAggregateInstruction extends UnaryMRInstructionBase { private boolean _weights = false; private int _ngroups = -1; private long _bclen = -1; public GroupedAggregateInstruction(Operator op, byte in, byte out, boolean weights, int ngroups, String istr) { super(op, in, out); mrtype = MRINSTRUCTION_TYPE.GroupedAggregate; instString = istr; _weights = weights; _ngroups = ngroups; } public boolean hasWeights() { return _weights; } public int getNGroups() { return _ngroups; } public void setBclen(long bclen){ _bclen = bclen; } public long getBclen(){ return _bclen; } @Override public void processInstruction(Class<? extends MatrixValue> valueClass, CachedValueMap cachedValues, IndexedMatrixValue tempValue, IndexedMatrixValue zeroInput, int blockRowFactor, int blockColFactor) throws DMLRuntimeException { throw new DMLRuntimeException("GroupedAggregateInstruction.processInstruction() should not be called!"); } public static GroupedAggregateInstruction parseInstruction ( String str ) throws DMLRuntimeException { String[] parts = InstructionUtils.getInstructionParts ( str ); if(parts.length<3) throw new DMLRuntimeException("the number of fields of instruction "+str+" is less than 2!"); byte in, out; String opcode = parts[0]; in = Byte.parseByte(parts[1]); out = Byte.parseByte(parts[parts.length - 3]); boolean weights = Boolean.parseBoolean(parts[parts.length-2]); int ngroups = Integer.parseInt(parts[parts.length-1]); if ( !opcode.equalsIgnoreCase("groupedagg") ) { throw new DMLRuntimeException("Invalid opcode in GroupedAggregateInstruction: " + opcode); } Operator optr = parseGroupedAggOperator(parts[2], parts[3]); return new GroupedAggregateInstruction(optr, in, out, weights, ngroups, str); } public static Operator parseGroupedAggOperator(String fn, String other) throws DMLRuntimeException { AggregateOperationTypes op = AggregateOperationTypes.INVALID; if ( fn.equalsIgnoreCase("centralmoment") ) // in case of CM, we also need to pass "order" op = CMOperator.getAggOpType(fn, other); else op = CMOperator.getAggOpType(fn, null); switch(op) { case SUM: return new AggregateOperator(0, KahanPlus.getKahanPlusFnObject(), true, CorrectionLocationType.LASTCOLUMN); case COUNT: case MEAN: case VARIANCE: case CM2: case CM3: case CM4: return new CMOperator(CM.getCMFnObject(op), op); case INVALID: default: throw new DMLRuntimeException("Invalid Aggregate Operation in GroupedAggregateInstruction: " + op); } } }