/* * 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.compress.utils; import java.util.ArrayList; import java.util.Arrays; import org.apache.sysml.runtime.compress.ColGroup; import org.apache.sysml.runtime.compress.ColGroupOLE; import org.apache.sysml.runtime.compress.ColGroupRLE; import org.apache.sysml.runtime.compress.ColGroupUncompressed; import org.apache.sysml.runtime.matrix.data.MatrixBlock; import org.apache.sysml.runtime.util.DataConverter; public class ConverterUtils { /** * Copy col group instance with deep copy of column indices but * shallow copy of actual contents; * * @param group column group * @return column group (deep copy of indices but shallow copy of contents) */ public static ColGroup copyColGroup(ColGroup group) { ColGroup ret = null; //deep copy col indices int[] colIndices = Arrays.copyOf(group.getColIndices(), group.getNumCols()); //create copy of column group if( group instanceof ColGroupUncompressed ) { ColGroupUncompressed in = (ColGroupUncompressed)group; ret = new ColGroupUncompressed(colIndices, in.getNumRows(), in.getData()); } else if( group instanceof ColGroupRLE ) { ColGroupRLE in = (ColGroupRLE)group; ret = new ColGroupRLE(colIndices, in.getNumRows(), in.hasZeros(), in.getValues(), in.getBitmaps(), in.getBitmapOffsets()); } else if( group instanceof ColGroupOLE ) { ColGroupOLE in = (ColGroupOLE) group; ret = new ColGroupOLE(colIndices, in.getNumRows(), in.hasZeros(), in.getValues(), in.getBitmaps(), in.getBitmapOffsets()); } return ret; } public static double[] getDenseVector( MatrixBlock vector ) { if( vector.isInSparseFormat() ) return DataConverter.convertToDoubleVector(vector); else return vector.getDenseBlock(); } public static MatrixBlock getUncompressedColBlock( ColGroup group ) { MatrixBlock ret = null; if( group instanceof ColGroupUncompressed ) { ret = ((ColGroupUncompressed) group).getData(); } else { ArrayList<ColGroup> tmpGroup = new ArrayList<ColGroup>(Arrays.asList(group)); ColGroupUncompressed decompressedCols = new ColGroupUncompressed(tmpGroup); ret = decompressedCols.getData(); } return ret; } }