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