179 lines
6.6 KiB
C++
Executable File
179 lines
6.6 KiB
C++
Executable File
// Copyright (c) 2014 Stefan Walk
|
|
//
|
|
// Permission is hereby granted, free of charge, to any person obtaining a copy of
|
|
// this software and associated documentation files (the "Software"), to deal in
|
|
// the Software without restriction, including without limitation the rights to
|
|
// use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies
|
|
// of the Software, and to permit persons to whom the Software is furnished to do
|
|
// so, subject to the following conditions:
|
|
//
|
|
// The above copyright notice and this permission notice shall be included in all
|
|
// copies or substantial portions of the Software.
|
|
//
|
|
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
|
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
|
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
|
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
|
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
|
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
|
// SOFTWARE.
|
|
//
|
|
// $URL$
|
|
// $Id$
|
|
// SPDX-License-Identifier: MIT
|
|
//
|
|
// Author(s) : Stefan Walk
|
|
|
|
// Modifications from original library:
|
|
// * changed inclusion protection tag
|
|
// * moved to namespace CGAL::internal::
|
|
|
|
|
|
#ifndef CGAL_INTERNAL_LIBLEARNING_DATAVIEW_H
|
|
#define CGAL_INTERNAL_LIBLEARNING_DATAVIEW_H
|
|
#include <vector>
|
|
|
|
namespace CGAL { namespace internal {
|
|
|
|
namespace liblearning {
|
|
//! \brief A view for one-dimensional data
|
|
//
|
|
// The data can be e.g. a row or column of a matrix or the elements of an
|
|
// array or a std::vector - anything with a fixed step size between pointers
|
|
template <typename ElementType>
|
|
struct DataView1D {
|
|
//! \brief Element access
|
|
//
|
|
// \param idx the index of the element
|
|
ElementType& operator()(size_t idx) const
|
|
{
|
|
return *(data + step * idx);
|
|
}
|
|
//! \brief Construct using pointer, size and (optional) step size
|
|
DataView1D(ElementType* ptr, size_t size, ptrdiff_t step_size = 1) :
|
|
data(ptr), step(step_size), num_elements(size)
|
|
{
|
|
}
|
|
//! \brief Construct view from std::vector
|
|
//
|
|
// \param vec the vector, by-ref since we don't take ownership - no
|
|
// temporaries allowed. maybe needs to change
|
|
DataView1D(std::vector<ElementType>& vec) :
|
|
data(&vec[0]), step(1), num_elements(vec.size())
|
|
{
|
|
}
|
|
|
|
//! \brief Construct empty view
|
|
DataView1D() : data(0), step(1), num_elements(0)
|
|
{
|
|
}
|
|
ElementType* data; //!< Pointer to first element
|
|
ptrdiff_t step; //!< Step size between elements - for a vector this is 1, no need to multiply by sizeof(ElementType)
|
|
size_t num_elements; //!< Number of elements in the view
|
|
};
|
|
|
|
template <typename ElementType>
|
|
struct DataView2D {
|
|
//! \brief Construct empty view
|
|
DataView2D() : data(0), row_step(1), col_step(1), rows(0), cols(0)
|
|
{}
|
|
//! \brief Construct view from memory using given step sizes
|
|
DataView2D(ElementType* ptr, size_t rows_, size_t cols_, ptrdiff_t row_step_, ptrdiff_t col_step_) :
|
|
data(ptr), row_step(row_step_), col_step(col_step_), rows(rows_), cols(cols_)
|
|
{
|
|
}
|
|
//! \brief Construct view from a continuous block of memory in row-major order
|
|
DataView2D(ElementType* ptr, size_t rows_, size_t cols_) :
|
|
data(ptr), row_step(cols_), col_step(1), rows(rows_), cols(cols_)
|
|
{
|
|
}
|
|
//! \brief Element access
|
|
ElementType& operator()(size_t row_idx, size_t col_idx) const
|
|
{
|
|
return *(data + row_step * row_idx + col_step * col_idx);
|
|
}
|
|
//! \brief Return a 1D view of a row
|
|
DataView1D<ElementType> row(size_t row_idx)
|
|
{
|
|
return DataView1D<ElementType>(data + row_step * row_idx, cols, col_step);
|
|
}
|
|
//! \brief Return a 1D view of a column
|
|
DataView1D<ElementType> col(size_t col_idx)
|
|
{
|
|
return DataView1D<ElementType>(data + col_step * col_idx, rows, row_step);
|
|
}
|
|
//! \brief Return a new view, using a subset of rows
|
|
DataView2D row_range(size_t start_row, size_t end_row) const
|
|
{
|
|
DataView2D ret(*this);
|
|
ret.data = data + row_step * start_row;
|
|
ret.rows = end_row - start_row;
|
|
return ret;
|
|
}
|
|
//! \brief Return a new view, using a subset of columns
|
|
DataView2D col_range(size_t start_col, size_t end_col) const
|
|
{
|
|
DataView2D ret(*this);
|
|
ret.data = data + col_step * start_col;
|
|
ret.cols = end_col - start_col;
|
|
return ret;
|
|
}
|
|
//! \brief Transpose the matrix (actually done by swapping the steps, no
|
|
// copying)
|
|
DataView2D transpose() const
|
|
{
|
|
DataView2D ret(*this);
|
|
std::swap(ret.row_step, ret.col_step);
|
|
std::swap(ret.rows, ret.cols);
|
|
return ret;
|
|
}
|
|
//! \brief Create a 2D view from a 1D one, represent as a column
|
|
static DataView2D column(DataView1D<ElementType> vec)
|
|
{
|
|
return DataView2D(vec.data, vec.num_elements, 1);
|
|
}
|
|
//! \brief Create a 2D view from a 1D one, represent as a row
|
|
static DataView2D row(DataView1D<ElementType> vec)
|
|
{
|
|
return DataView2D(vec.data, 1, vec.num_elements);
|
|
}
|
|
//! \brief Return the number of elements in this view
|
|
size_t num_elements() { return rows * cols; }
|
|
//! \brief Return true if the view is empty (no elements)
|
|
bool empty() { return num_elements() == 0; }
|
|
//! \brief Return true if rows in this view are continuous in memory
|
|
bool row_continuous() {
|
|
return col_step == 1;
|
|
}
|
|
//! \brief Return true if columns in this view are continuous in memory
|
|
bool col_continuous() {
|
|
return row_step == 1;
|
|
}
|
|
//! \brief Get pointer to row (only valid if row-continuous)
|
|
ElementType* row_pointer(size_t row_idx) {
|
|
return data + row_idx * row_step;
|
|
}
|
|
//! \brief Get pointer to column (only valid if column-continuous)
|
|
ElementType* col_pointer(size_t col_idx) {
|
|
return data + col_idx * col_step;
|
|
}
|
|
|
|
ElementType* data; //!< Pointer to first element
|
|
ptrdiff_t row_step; //!< Pointer difference between an element and its right neighbor - 1 if row-continuous
|
|
ptrdiff_t col_step; //!< Pointer difference between an element and its bottom neighbor - 1 if column-continuous
|
|
size_t rows; //!< Number of rows in the view
|
|
size_t cols; //!< Number of columns in the view
|
|
};
|
|
|
|
//! \brief Determine if two 2D views have the same dimensions
|
|
template <typename A, typename B>
|
|
bool equal_dims(DataView2D<A> view_a, DataView2D<B> view_b)
|
|
{
|
|
return view_a.rows == view_b.rows && view_a.cols == view_b.cols;
|
|
}
|
|
}
|
|
|
|
}} // namespace CGAL::internal::
|
|
|
|
#endif
|