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/*=========================================================================
Program: Visualization Toolkit
Module: vtkReduceTable.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.
=========================================================================*/
/**
* @class vtkReduceTable
* @brief combine some of the rows of a table
*
*
* Collapses the rows of the input table so that one particular
* column (the IndexColumn) does not contain any duplicate values.
* Thus the output table will have the same columns as the input
* table, but potentially fewer rows. One example use of this
* class would be to generate a summary table from a table of
* observations.
* When two or more rows of the input table share a value in the
* IndexColumn, the values from these rows will be combined on a
* column-by-column basis. By default, such numerical values will be
* reduced to their mean, and non-numerical values will be reduced to
* their mode. This default behavior can be changed by calling
* SetNumericalReductionMethod() or SetNonNumericalReductionMethod().
* You can also specify the reduction method to use for a particular
* column by calling SetReductionMethodForColumn().
*/
#ifndef vtkReduceTable_h
#define vtkReduceTable_h
#include "vtkInfovisCoreModule.h" // For export macro
#include "vtkTableAlgorithm.h"
#include <map> // For ivar
#include <set> // For ivar
#include <vector> // For ivar
class vtkVariant;
class VTKINFOVISCORE_EXPORT vtkReduceTable : public vtkTableAlgorithm
{
public:
static vtkReduceTable* New();
vtkTypeMacro(vtkReduceTable, vtkTableAlgorithm);
void PrintSelf(ostream& os, vtkIndent indent) override;
//@{
/**
* Get/Set the column that will be used to reduce the input table.
* Any rows sharing a value in this column will be collapsed into
* a single row in the output table.
*/
vtkGetMacro(IndexColumn, vtkIdType);
vtkSetMacro(IndexColumn, vtkIdType);
//@}
//@{
/**
* Get/Set the method that should be used to combine numerical
* values.
*/
vtkGetMacro(NumericalReductionMethod, int);
vtkSetMacro(NumericalReductionMethod, int);
//@}
//@{
/**
* Get/Set the method that should be used to combine non-numerical
* values.
*/
vtkGetMacro(NonNumericalReductionMethod, int);
vtkSetMacro(NonNumericalReductionMethod, int);
//@}
/**
* Get the method that should be used to combine the values within
* the specified column. Returns -1 if no method has been set for
* this particular column.
*/
int GetReductionMethodForColumn(vtkIdType col);
/**
* Set the method that should be used to combine the values within
* the specified column.
*/
void SetReductionMethodForColumn(vtkIdType col, int method);
/**
* Enum for methods of reduction
*/
enum
{
MEAN,
MEDIAN,
MODE
};
protected:
vtkReduceTable();
~vtkReduceTable() override;
int RequestData(vtkInformation*, vtkInformationVector**, vtkInformationVector*) override;
/**
* Initialize the output table to have the same types of columns as
* the input table, but no rows.
*/
void InitializeOutputTable(vtkTable* input, vtkTable* output);
/**
* Find the distinct values in the input table's index column.
* This function also populates the mapping of new row IDs to old row IDs.
*/
void AccumulateIndexValues(vtkTable* input);
/**
* Populate the index column of the output table.
*/
void PopulateIndexColumn(vtkTable* output);
/**
* Populate a non-index column of the output table. This involves
* potentially combining multiple values from the input table into
* a single value for the output table.
*/
void PopulateDataColumn(vtkTable* input, vtkTable* output, vtkIdType col);
/**
* Find the mean of a series of values from the input table
* and store it in the output table.
*/
void ReduceValuesToMean(vtkTable* input, vtkTable* output, vtkIdType row, vtkIdType col,
std::vector<vtkIdType> oldRows);
/**
* Find the median of a series of values from the input table
* and store it in the output table.
*/
void ReduceValuesToMedian(vtkTable* input, vtkTable* output, vtkIdType row, vtkIdType col,
std::vector<vtkIdType> oldRows);
/**
* Find the mode of a series of values from the input table
* and store it in the output table.
*/
void ReduceValuesToMode(vtkTable* input, vtkTable* output, vtkIdType row, vtkIdType col,
std::vector<vtkIdType> oldRows);
vtkIdType IndexColumn;
std::set<vtkVariant> IndexValues;
std::map<vtkVariant, std::vector<vtkIdType> > NewRowToOldRowsMap;
std::map<vtkIdType, int> ColumnReductionMethods;
int NumericalReductionMethod;
int NonNumericalReductionMethod;
private:
vtkReduceTable(const vtkReduceTable&) = delete;
void operator=(const vtkReduceTable&) = delete;
};
#endif