/** * (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.mr; import com.ibm.bi.dml.lops.PartialAggregate.CorrectionLocationType; import com.ibm.bi.dml.runtime.DMLRuntimeException; import com.ibm.bi.dml.runtime.DMLUnsupportedOperationException; import com.ibm.bi.dml.runtime.functionobjects.CM; import com.ibm.bi.dml.runtime.functionobjects.KahanPlus; import com.ibm.bi.dml.runtime.instructions.Instruction; import com.ibm.bi.dml.runtime.instructions.InstructionUtils; import com.ibm.bi.dml.runtime.matrix.data.MatrixValue; import com.ibm.bi.dml.runtime.matrix.mapred.CachedValueMap; import com.ibm.bi.dml.runtime.matrix.mapred.IndexedMatrixValue; import com.ibm.bi.dml.runtime.matrix.operators.AggregateOperator; import com.ibm.bi.dml.runtime.matrix.operators.CMOperator; import com.ibm.bi.dml.runtime.matrix.operators.Operator; import com.ibm.bi.dml.runtime.matrix.operators.CMOperator.AggregateOperationTypes; public class GroupedAggregateInstruction extends UnaryMRInstructionBase { public GroupedAggregateInstruction(Operator op, byte in, byte out, String istr) { super(op, in, out); mrtype = MRINSTRUCTION_TYPE.GroupedAggregate; instString = istr; } @Override public void processInstruction(Class<? extends MatrixValue> valueClass, CachedValueMap cachedValues, IndexedMatrixValue tempValue, IndexedMatrixValue zeroInput, int blockRowFactor, int blockColFactor) throws DMLUnsupportedOperationException, DMLRuntimeException { throw new DMLRuntimeException("GroupedAggregateInstruction.processInstruction() should not be called!"); } public static Instruction parseInstruction ( String str ) throws DMLRuntimeException { String[] parts = InstructionUtils.getInstructionParts ( str ); if(parts.length<2) 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 - 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, 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); } } }