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/*
* Copyright 2008-2009 NVIDIA Corporation
*
* Licensed 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.
*/
/*
* Modifications to this file:
* Copyright (c) 2014-2015, The University of Queensland
* Licensed under the Apache License, Version 2.0.
*
*/
/*! \file array2d.h
* \brief Two-dimensional array
*/
#pragma once
#include <cusp/detail/config.h>
#include <cusp/memory.h>
#include <cusp/format.h>
#include <cusp/array1d.h>
#include <cusp/detail/matrix_base.h>
#include <cusp/detail/utils.h>
#include <thrust/functional.h>
// TODO move indexing stuff to /detail/
namespace cusp
{
struct row_major {};
struct column_major {};
// forward definitions
template<typename Array, class Orientation> class array2d_view;
namespace detail
{
// (i,j) -> major dimension
// (i,j) -> minor dimension
// logical n -> (i,j)
// (i,j) -> logical n
// (i,j) -> physical n
// logical n -> physical n
// logical n -> physical n (translated)
template <typename IndexType>
__host__ __device__
IndexType minor_dimension(IndexType num_rows, IndexType num_cols, row_major) {
return num_cols;
}
template <typename IndexType>
__host__ __device__
IndexType minor_dimension(IndexType num_rows, IndexType num_cols, column_major) {
return num_rows;
}
template <typename IndexType>
__host__ __device__
IndexType major_dimension(IndexType num_rows, IndexType num_cols, row_major) {
return num_rows;
}
template <typename IndexType>
__host__ __device__
IndexType major_dimension(IndexType num_rows, IndexType num_cols, column_major) {
return num_cols;
}
// convert logical linear index into a logical (i,j) index
template <typename IndexType>
__host__ __device__
IndexType linear_index_to_row_index(IndexType linear_index, IndexType num_rows, IndexType num_cols, row_major) {
return linear_index / num_cols;
}
template <typename IndexType>
__host__ __device__
IndexType linear_index_to_col_index(IndexType linear_index, IndexType num_rows, IndexType num_cols, row_major) {
return linear_index % num_cols;
}
template <typename IndexType>
__host__ __device__
IndexType linear_index_to_row_index(IndexType linear_index, IndexType num_rows, IndexType num_cols, column_major) {
return linear_index % num_rows;
}
template <typename IndexType>
__host__ __device__
IndexType linear_index_to_col_index(IndexType linear_index, IndexType num_rows, IndexType num_cols, column_major) {
return linear_index / num_rows;
}
// convert a logical (i,j) index into a physical linear index
template <typename IndexType>
__host__ __device__
IndexType index_of(IndexType i, IndexType j, IndexType pitch, row_major) {
return i * pitch + j;
}
template <typename IndexType>
__host__ __device__
IndexType index_of(IndexType i, IndexType j, IndexType pitch, column_major) {
return j * pitch + i;
}
template <typename IndexType, typename Orientation>
__host__ __device__
IndexType logical_to_physical(IndexType linear_index, IndexType num_rows, IndexType num_cols, IndexType pitch, Orientation)
{
IndexType i = linear_index_to_row_index(linear_index, num_rows, num_cols, Orientation());
IndexType j = linear_index_to_col_index(linear_index, num_rows, num_cols, Orientation());
return index_of(i, j, pitch, Orientation());
}
// convert logical linear index in the source into a physical linear index in the destination
template <typename IndexType, typename Orientation1, typename Orientation2>
__host__ __device__
IndexType logical_to_other_physical(IndexType linear_index, IndexType num_rows, IndexType num_cols, IndexType pitch, Orientation1, Orientation2)
{
IndexType i = linear_index_to_row_index(linear_index, num_rows, num_cols, Orientation1());
IndexType j = linear_index_to_col_index(linear_index, num_rows, num_cols, Orientation1());
return index_of(i, j, pitch, Orientation2());
}
// functors
template <typename IndexType, typename Orientation>
struct logical_to_physical_functor : public thrust::unary_function<IndexType,IndexType>
{
IndexType num_rows, num_cols, pitch;
logical_to_physical_functor(IndexType num_rows, IndexType num_cols, IndexType pitch)
: num_rows(num_rows), num_cols(num_cols), pitch(pitch) {}
__host__ __device__
IndexType operator()(const IndexType i) const
{
return logical_to_physical(i, num_rows, num_cols, pitch, Orientation());
}
};
template <typename IndexType, typename Orientation1, typename Orientation2>
struct logical_to_other_physical_functor : public thrust::unary_function<IndexType,IndexType>
{
IndexType num_rows, num_cols, pitch;
logical_to_other_physical_functor(IndexType num_rows, IndexType num_cols, IndexType pitch)
: num_rows(num_rows), num_cols(num_cols), pitch(pitch) {}
__host__ __device__
IndexType operator()(const IndexType i) const
{
return logical_to_other_physical(i, num_rows, num_cols, pitch, Orientation1(), Orientation2());
}
};
template <typename Iterator, bool same_orientation>
struct row_or_column_view {};
template <typename Iterator>
struct row_or_column_view<Iterator,true>
{
typedef cusp::array1d_view<Iterator> ArrayType;
template< typename Array >
static ArrayType get_array(Array& A, size_t i ) {
return ArrayType(A.values.begin() + A.pitch * i,
A.values.begin() + A.pitch * i + cusp::detail::minor_dimension(A.num_rows, A.num_cols, typename Array::orientation()));
}
};
template <typename Iterator>
struct row_or_column_view<Iterator,false>
{
typedef typename cusp::detail::strided_range<Iterator> StrideType;
typedef cusp::array1d_view<typename StrideType::iterator> ArrayType;
template< typename Array >
static ArrayType get_array(Array& A, size_t i ) {
cusp::detail::strided_range<Iterator> strided_range(A.values.begin() + i, A.values.end(), A.pitch);
return ArrayType(strided_range.begin(), strided_range.end());
}
};
} // end namespace detail
// TODO document mapping of (i,j) onto values[pitch * i + j] or values[pitch * j + i]
// TODO document that array2d operations will try to respect .pitch of destination argument
/*! \addtogroup arrays Arrays
*/
/*! \addtogroup array_containers Array Containers
* \ingroup arrays
* \{
*/
/*! \p array2d : One-dimensional array container
*
* \tparam T value_type of the array
* \tparam MemorySpace memory space of the array (cusp::host_memory or cusp::device_memory)
* \tparam Orientation orientation of the array (cusp::row_major or cusp::column_major)
*
* \TODO example
*/
template<typename ValueType, class MemorySpace, class Orientation = cusp::row_major>
class array2d : public cusp::detail::matrix_base<int,ValueType,MemorySpace,cusp::array2d_format>
{
typedef typename cusp::detail::matrix_base<int,ValueType,MemorySpace,cusp::array2d_format> Parent;
public:
typedef Orientation orientation;
template<typename MemorySpace2>
struct rebind {
typedef cusp::array2d<ValueType, MemorySpace2, Orientation> type;
};
typedef typename cusp::array1d<ValueType, MemorySpace> values_array_type;
/*! equivalent container type
*/
typedef typename cusp::array2d<ValueType, MemorySpace, Orientation> container;
/*! equivalent view type
*/
typedef typename cusp::array2d_view<typename values_array_type::view, Orientation> view;
/*! equivalent const_view type
*/
typedef typename cusp::array2d_view<typename values_array_type::const_view, Orientation> const_view;
/*! array1d_view of a single row
*/
typedef cusp::detail::row_or_column_view<typename values_array_type::iterator,thrust::detail::is_same<Orientation,cusp::row_major>::value> row_view_type;
typedef typename row_view_type::ArrayType row_view;
/*! array1d_view of a single column
*/
typedef cusp::detail::row_or_column_view<typename values_array_type::iterator,thrust::detail::is_same<Orientation,cusp::column_major>::value> column_view_type;
typedef typename column_view_type::ArrayType column_view;
/*! const array1d_view of a single row
*/
typedef cusp::detail::row_or_column_view<typename values_array_type::const_iterator,thrust::detail::is_same<Orientation,cusp::row_major>::value> const_row_view_type;
typedef typename const_row_view_type::ArrayType const_row_view;
/*! const array1d_view of a single column
*/
typedef cusp::detail::row_or_column_view<typename values_array_type::const_iterator,thrust::detail::is_same<Orientation,cusp::column_major>::value> const_column_view_type;
typedef typename const_column_view_type::ArrayType const_column_view;
// minor_dimension + padding
size_t pitch;
values_array_type values;
// construct empty matrix
array2d()
: Parent(), pitch(0), values(0) {}
// construct matrix with given shape and number of entries
array2d(size_t num_rows, size_t num_cols)
: Parent(num_rows, num_cols, num_rows * num_cols),
pitch(cusp::detail::minor_dimension(num_rows, num_cols, orientation())),
values(num_rows * num_cols) {}
// construct matrix with given shape, number of entries and fill with a given value
array2d(size_t num_rows, size_t num_cols, const ValueType& value)
: Parent(num_rows, num_cols, num_rows * num_cols),
pitch(cusp::detail::minor_dimension(num_rows, num_cols, orientation())),
values(num_rows * num_cols, value) {}
// construct matrix with given shape, number of entries, pitch and fill with a given value
array2d(size_t num_rows, size_t num_cols, const ValueType& value, size_t pitch)
: Parent(num_rows, num_cols, num_rows * num_cols),
pitch(pitch),
values(pitch * cusp::detail::major_dimension(num_rows, num_cols, orientation()), value)
{
if (pitch < cusp::detail::minor_dimension(num_rows, num_cols, orientation()))
throw cusp::invalid_input_exception("pitch cannot be less than minor dimension");
}
// construct from another matrix
template <typename MatrixType>
array2d(const MatrixType& matrix);
typename values_array_type::reference operator()(const size_t i, const size_t j)
{
return values[cusp::detail::index_of(i, j, pitch, orientation())];
}
typename values_array_type::const_reference operator()(const size_t i, const size_t j) const
{
return values[cusp::detail::index_of(i, j, pitch, orientation())];
}
void resize(size_t num_rows, size_t num_cols, size_t pitch)
{
if (pitch < cusp::detail::minor_dimension(num_rows, num_cols, orientation()))
throw cusp::invalid_input_exception("pitch cannot be less than minor dimension");
values.resize(pitch * cusp::detail::major_dimension(num_rows, num_cols, orientation()));
this->num_rows = num_rows;
this->num_cols = num_cols;
this->pitch = pitch;
this->num_entries = num_rows * num_cols;
}
void resize(size_t num_rows, size_t num_cols)
{
// preserve .pitch if possible
if (this->num_rows == num_rows && this->num_cols == num_cols)
return;
resize(num_rows, num_cols, cusp::detail::minor_dimension(num_rows, num_cols, orientation()));
}
void swap(array2d& matrix)
{
Parent::swap(matrix);
thrust::swap(this->pitch, matrix.pitch);
values.swap(matrix.values);
}
row_view row(size_t i)
{
return row_view_type::get_array(*this, i);
}
column_view column(size_t i)
{
return column_view_type::get_array(*this, i);
}
const_row_view row(size_t i) const
{
return const_row_view_type::get_array(*this, i);
}
const_column_view column(size_t i) const
{
return const_column_view_type::get_array(*this, i);
}
array2d& operator=(const array2d& matrix);
template <typename MatrixType>
array2d& operator=(const MatrixType& matrix);
}; // class array2d
/*! \}
*/
/*! \addtogroup array_views Array Views
* \ingroup arrays
* \{
*/
/*! \p array2d_view : One-dimensional array view
*
* \tparam Array Underlying one-dimensional array view
* \tparam Orientation orientation of the array (cusp::row_major or cusp::column_major)
*
* \TODO example
*/
template<typename Array, class Orientation = cusp::row_major>
class array2d_view : public cusp::detail::matrix_base<int, typename Array::value_type,typename Array::memory_space, cusp::array2d_format>
{
typedef cusp::detail::matrix_base<int, typename Array::value_type,typename Array::memory_space, cusp::array2d_format> Parent;
public:
typedef Orientation orientation;
typedef Array values_array_type;
values_array_type values;
/*! equivalent container type
*/
typedef typename cusp::array2d<typename Parent::value_type, typename Parent::memory_space, Orientation> container;
/*! equivalent view type
*/
typedef typename cusp::array2d_view<Array, Orientation> view;
/*! array1d_view of a single row
*/
typedef cusp::detail::row_or_column_view<typename values_array_type::iterator,thrust::detail::is_same<Orientation,cusp::row_major>::value> row_view_type;
typedef typename row_view_type::ArrayType row_view;
/*! array1d_view of a single column
*/
typedef cusp::detail::row_or_column_view<typename values_array_type::iterator,thrust::detail::is_same<Orientation,cusp::column_major>::value> column_view_type;
typedef typename column_view_type::ArrayType column_view;
// minor_dimension + padding
size_t pitch;
// construct empty view
array2d_view(void)
: Parent(), values(0), pitch(0) {}
array2d_view(const array2d_view& a)
: Parent(a), values(a.values), pitch(a.pitch) {}
// TODO handle different Orientation (pitch = major)
//template <typename Array2, typename Orientation2>
//array2d_view(const array2d_view<Array2,Orientation2>& A)
// TODO check values.size()
// construct from array2d container
array2d_view( array2d<typename Parent::value_type, typename Parent::memory_space, orientation>& a)
: Parent(a), values(a.values), pitch(a.pitch) {}
array2d_view(const array2d<typename Parent::value_type, typename Parent::memory_space, orientation>& a)
: Parent(a), values(a.values), pitch(a.pitch) {}
template <typename Array2>
array2d_view(size_t num_rows, size_t num_cols, size_t pitch, Array2& values)
: Parent(num_rows, num_cols, num_rows * num_cols), pitch(pitch), values(values) {}
template <typename Array2>
array2d_view(size_t num_rows, size_t num_cols, size_t pitch, const Array2& values)
: Parent(num_rows, num_cols, num_rows * num_cols), pitch(pitch), values(values) {}
typename values_array_type::reference operator()(const size_t i, const size_t j) const
{
return values[detail::index_of(i, j, pitch, orientation())];
}
void resize(size_t num_rows, size_t num_cols, size_t pitch)
{
if (pitch < cusp::detail::minor_dimension(num_rows, num_cols, orientation()))
throw cusp::invalid_input_exception("pitch cannot be less than minor dimension");
values.resize(pitch * cusp::detail::major_dimension(num_rows, num_cols, orientation()));
this->num_rows = num_rows;
this->num_cols = num_cols;
this->pitch = pitch;
this->num_entries = num_rows * num_cols;
}
void resize(size_t num_rows, size_t num_cols)
{
// preserve .pitch if possible
if (this->num_rows == num_rows && this->num_cols == num_cols)
return;
resize(num_rows, num_cols, cusp::detail::minor_dimension(num_rows, num_cols, orientation()));
}
row_view row(size_t i)
{
return row_view_type::get_array(*this, i);
}
column_view column(size_t i)
{
return column_view_type::get_array(*this, i);
}
row_view row(size_t i) const
{
return row_view_type::get_array(*this, i);
}
column_view column(size_t i) const
{
return column_view_type::get_array(*this, i);
}
}; // class array2d_view
template <typename Iterator, typename Orientation>
array2d_view<typename cusp::array1d_view<Iterator>,Orientation>
make_array2d_view(size_t num_rows, size_t num_cols, size_t pitch, const cusp::array1d_view<Iterator>& values, Orientation)
{
return array2d_view<typename cusp::array1d_view<Iterator>,Orientation>(num_rows, num_cols, pitch, values);
}
template <typename Array, typename Orientation>
array2d_view<Array,Orientation>
make_array2d_view(const array2d_view<Array, Orientation>& a)
{
return array2d_view<Array,Orientation>(a);
}
template<typename ValueType, class MemorySpace, class Orientation>
array2d_view<typename cusp::array1d_view<typename cusp::array1d<ValueType,MemorySpace>::iterator >, Orientation>
make_array2d_view(cusp::array2d<ValueType,MemorySpace,Orientation>& a)
{
return cusp::make_array2d_view(a.num_rows, a.num_cols, a.pitch, cusp::make_array1d_view(a.values), Orientation());
}
template<typename ValueType, class MemorySpace, class Orientation>
array2d_view<typename cusp::array1d_view<typename cusp::array1d<ValueType,MemorySpace>::const_iterator >, Orientation>
make_array2d_view(const cusp::array2d<ValueType,MemorySpace,Orientation>& a)
{
return cusp::make_array2d_view(a.num_rows, a.num_cols, a.pitch, cusp::make_array1d_view(a.values), Orientation());
}
/*! \}
*/
} // end namespace cusp
#include <cusp/detail/array2d.inl>
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