/*========================================================================= Program: Visualization Toolkit Module: vtkSortDataArray.h Copyright (c) Ken Martin, Will Schroeder, Bill Lorensen All rights reserved. See Copyright.txt or http://www.kitware.com/Copyright.htm for details. This software is distributed WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the above copyright notice for more information. =========================================================================*/ /* * Copyright 2003 Sandia Corporation. * Under the terms of Contract DE-AC04-94AL85000, there is a non-exclusive * license for use of this work by or on behalf of the * U.S. Government. Redistribution and use in source and binary forms, with * or without modification, are permitted provided that this Notice and any * statement of authorship are reproduced on all copies. */ /** * @class vtkSortDataArray * @brief provides several methods for sorting VTK arrays. * * * vtkSortDataArray is used to sort data, based on its value, or with an * associated key, into either ascending or descending order. This is useful * for operations like selection, or analysis, when evaluating and processing * data. A variety of sorting functions are provided, treating both arrays * (i.e., vtkAbstractArray) and id lists (vtkIdList). Note that complex arrays * like variants and string arrays are also handled. * * Additional functionality is provided to generate data ordering, without * necessarily shuffling the data into a final, sorted position. Hence, the * sorting process is organized into three steps because of the complexity of * dealing with multiple types and multiple component data arrays. The first * step involves creating and initializing a sorted index array, and then * (second step) sorting this array to produce a map indicating the sorting * order. In other words, the sorting index array is a permutation which can * be applied to other, associated data to shuffle it (third step) into an * order consistent with the sorting operation. Note that the generation of * the sorted index array is useful unto itself (even without the final * shuffling of data) because it generates an ordered list (from the data * values of any component in any array). So for example, it is possible to * find the top N cells with the largest scalar value simply by generating * the sorting index array from the call scalar values. * * @warning * This class has been threaded with vtkSMPTools. Using TBB or other * non-sequential type (set in the CMake variable * VTK_SMP_IMPLEMENTATION_TYPE) may improve performance significantly on * multi-core machines. * * @warning * The sort methods below are static, hence the sorting methods can be * used without instantiating the class. All methods are thread safe. * * @sa * vtkSortFieldData */ #ifndef vtkSortDataArray_h #define vtkSortDataArray_h #include "vtkCommonCoreModule.h" // For export macro #include "vtkObject.h" class vtkIdList; class vtkAbstractArray; class VTKCOMMONCORE_EXPORT vtkSortDataArray : public vtkObject { public: //@{ /** * Standard VTK methods for instantiating, managing type, and printing * information about this class. */ static vtkSortDataArray* New(); vtkTypeMacro(vtkSortDataArray, vtkObject); void PrintSelf(ostream& os, vtkIndent indent) override; //@} /** * Sorts the given array in ascending order. For this method, the keys must * be single-component tuples. */ static void Sort(vtkIdList* keys) { vtkSortDataArray::Sort(keys, 0); } static void Sort(vtkAbstractArray* keys) { vtkSortDataArray::Sort(keys, 0); } //@{ /** * Sorts the given array in either ascending (dir=0) or descending (dir!=0) * order. For this method, the keys must be single-component tuples. */ static void Sort(vtkIdList* keys, int dir); static void Sort(vtkAbstractArray* keys, int dir); //@} /** * Sorts the given key/value pairs based on the keys (the keys are expected * to be 1-tuples, values may have number of components >= 1). * Obviously, the two arrays must be of equal size. Sorts in ascending * order. */ static void Sort(vtkAbstractArray* keys, vtkAbstractArray* values) { vtkSortDataArray::Sort(keys, values, 0); } static void Sort(vtkAbstractArray* keys, vtkIdList* values) { vtkSortDataArray::Sort(keys, values, 0); } //@{ /** * Sorts the given key/value pairs based on the keys (the keys are expected * to be 1-tuples, values may have number of components >= 1). * Obviously, the two arrays must be of equal size. Sorts in either * ascending (dir=0) or descending (dir=1) order. */ static void Sort(vtkAbstractArray* keys, vtkAbstractArray* values, int dir); static void Sort(vtkAbstractArray* keys, vtkIdList* values, int dir); //@} /** * Sorts the given data array using the specified component as a key. * Think of the array as a 2-D grid with each tuple representing a row. * Tuples are swapped until the \a k-th column of the grid is * monotonically increasing. Where two tuples have the same value for * the \a k-th component, their order in the final result is unspecified. */ static void SortArrayByComponent(vtkAbstractArray* arr, int k) { vtkSortDataArray::SortArrayByComponent(arr, k, 0); } /** * Sorts the given data array using the specified component as a key. * Think of the array as a 2-D grid with each tuple representing a row. * Tuples are swapped until the \a k-th column of the grid is ascending * (dir=0) or descending (dir=1). Where two tuples have the same value for * the \a k-th component, their order in the final result is unspecified. */ static void SortArrayByComponent(vtkAbstractArray* arr, int k, int dir); //@{ /** * The following are general functions which can be used to produce an * ordering, and/or sort various types of VTK arrays. Don't use these * methods unless you really know what you are doing. The basic idea is * that an initial set of indices (InitializeSortIndices() that refer to * the data contained in a vtkAbstractArray or vtkIdList) are sorted * (GenerateSortIndices() based on the data values in the array). The * result of the sort is the creation of a permutation array (the sort * array idx) that indicates where the data tuples originated (e.g., after * the sort, idx[0] indicates where in the array the tuple was originally * located prior to sorting.) This sorted index array can be used to * shuffle various types of VTK arrays (the types supported correspond to * the various arrays which are subclasses of vtkDataArrayTemplate, use * ShuffleArray() or for vtkIdList, use ShuffleIdList()). Also, the sort * array, being an vtkIdType* (i.e., id list), can also be used to identify * points or cells in sorted order (based on the data in the originating * dataIn array). Note that sorting is always performed in ascending order, * and the sorted index array reflects this; however the shuffling of data * can be specified as either ascending (dir=0) or descending (dir=1) * order. The user is responsible for taking ownership of the sort indices * (i.e., free the idx array). */ static vtkIdType* InitializeSortIndices(vtkIdType numKeys); static void GenerateSortIndices( int dataType, void* dataIn, vtkIdType numKeys, int numComp, int k, vtkIdType* idx); static void ShuffleArray(vtkIdType* idx, int dataType, vtkIdType numKeys, int numComp, vtkAbstractArray* arr, void* dataIn, int dir); static void ShuffleIdList( vtkIdType* idx, vtkIdType sze, vtkIdList* arrayIn, vtkIdType* dataIn, int dir); //@} protected: vtkSortDataArray(); ~vtkSortDataArray() override; // A more efficient sort for single component arrays. This is delegated to // by the methods above (if appropriate). static void GenerateSort1Indices(int dataType, void* dataIn, vtkIdType numKeys, vtkIdType* idx); // A more efficient shuffle for single component arrays. This is delegated to // by the methods above (if appropriate). static void Shuffle1Array( vtkIdType* idx, int dataType, vtkIdType numKeys, vtkAbstractArray* arr, void* dataIn, int dir); private: vtkSortDataArray(const vtkSortDataArray&) = delete; void operator=(const vtkSortDataArray&) = delete; }; #endif // vtkSortDataArray_h