/* * 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.PickByCount.OperationTypes; import org.apache.sysml.runtime.DMLRuntimeException; 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.Operator; public class PickByCountInstruction extends MRInstruction { public byte input1; // used for both valuepick and rangepick public byte input2; // used only for valuepick public double cst; // used only for rangepick public boolean isValuePick=true; /* * Constructor for valuepick * valuepick:::0:DOUBLE:::1:DOUBLE:::2:DOUBLE * 0 is data matrix, 1 is the quantile matrix, 2 will have the resulting picked data items */ public PickByCountInstruction(Operator op, byte _in1, byte _in2, byte out, String istr) { super(op, out); input1 = _in1; input2 = _in2; cst = 0; mrtype = MRINSTRUCTION_TYPE.PickByCount; instString = istr; isValuePick=true; } /* * Constructor for rangepick * rangepick:::0:DOUBLE:::0.25:DOUBLE:::1:DOUBLE * 0 is data matrix, 0.25 is the quantile that needs to be removed from both ends in the PDF, * 1 will have the resulting picked data items between [Q_1-Q_3] */ public PickByCountInstruction(Operator op, byte _in1, double _cst, byte out, String istr) { super(op, out); input1 = _in1; cst = _cst; mrtype = MRINSTRUCTION_TYPE.PickByCount; instString = istr; isValuePick=false; } public static PickByCountInstruction parseInstruction ( String str ) throws DMLRuntimeException { InstructionUtils.checkNumFields ( str, 5 ); String[] parts = InstructionUtils.getInstructionParts ( str ); OperationTypes ptype = OperationTypes.valueOf(parts[4]); if ( ptype == OperationTypes.VALUEPICK ) { byte in1 = Byte.parseByte(parts[1]); byte in2 = Byte.parseByte(parts[2]); byte out = Byte.parseByte(parts[3]); return new PickByCountInstruction(null, in1, in2, out, str); } else if ( ptype == OperationTypes.RANGEPICK ) { byte in1 = Byte.parseByte(parts[1]); double cstant = Double.parseDouble(parts[2]); byte out = Byte.parseByte(parts[3]); return new PickByCountInstruction(null, in1, cstant, out, str); } return null; } @Override public void processInstruction(Class<? extends MatrixValue> valueClass, CachedValueMap cachedValues, IndexedMatrixValue tempValue, IndexedMatrixValue zeroInput, int blockRowFactor, int blockColFactor) throws DMLRuntimeException { throw new DMLRuntimeException("PickByCountInstruction.processInstruction should never be called!"); } @Override public byte[] getAllIndexes() throws DMLRuntimeException { if( isValuePick ) { return new byte[]{input1,input2,output}; } else { //range pick return new byte[]{input1, output}; } } @Override public byte[] getInputIndexes() throws DMLRuntimeException { if( isValuePick ) { return new byte[]{input1,input2}; } else { //range pick return new byte[]{input1}; } } }