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// SPDX-License-Identifier: Apache-2.0
//
// Copyright 2008-2016 Conrad Sanderson (https://conradsanderson.id.au)
// Copyright 2008-2016 National ICT Australia (NICTA)
//
// 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
// https://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.
// ------------------------------------------------------------------------
//! \addtogroup SpSubview
//! @{
template<typename eT>
class SpSubview : public SpBase< eT, SpSubview<eT> >
{
public:
const SpMat<eT>& m;
typedef eT elem_type;
typedef typename get_pod_type<elem_type>::result pod_type;
static constexpr bool is_row = false;
static constexpr bool is_col = false;
static constexpr bool is_xvec = false;
static constexpr bool has_subview = true;
const uword aux_row1;
const uword aux_col1;
const uword n_rows;
const uword n_cols;
const uword n_elem;
const uword n_nonzero;
protected:
inline SpSubview(const SpMat<eT>& in_m, const uword in_row1, const uword in_col1, const uword in_n_rows, const uword in_n_cols);
public:
inline ~SpSubview();
inline SpSubview() = delete;
inline SpSubview(const SpSubview& in);
inline SpSubview( SpSubview&& in);
inline const SpSubview& operator+= (const eT val);
inline const SpSubview& operator-= (const eT val);
inline const SpSubview& operator*= (const eT val);
inline const SpSubview& operator/= (const eT val);
inline const SpSubview& operator=(const SpSubview& x);
template<typename T1> inline const SpSubview& operator= (const Base<eT, T1>& x);
template<typename T1> inline const SpSubview& operator+=(const Base<eT, T1>& x);
template<typename T1> inline const SpSubview& operator-=(const Base<eT, T1>& x);
template<typename T1> inline const SpSubview& operator*=(const Base<eT, T1>& x);
template<typename T1> inline const SpSubview& operator%=(const Base<eT, T1>& x);
template<typename T1> inline const SpSubview& operator/=(const Base<eT, T1>& x);
template<typename T1> inline const SpSubview& operator_equ_common(const SpBase<eT, T1>& x);
template<typename T1> inline const SpSubview& operator= (const SpBase<eT, T1>& x);
template<typename T1> inline const SpSubview& operator+=(const SpBase<eT, T1>& x);
template<typename T1> inline const SpSubview& operator-=(const SpBase<eT, T1>& x);
template<typename T1> inline const SpSubview& operator*=(const SpBase<eT, T1>& x);
template<typename T1> inline const SpSubview& operator%=(const SpBase<eT, T1>& x);
template<typename T1> inline const SpSubview& operator/=(const SpBase<eT, T1>& x);
/*
inline static void extract(SpMat<eT>& out, const SpSubview& in);
inline static void plus_inplace(Mat<eT>& out, const subview& in);
inline static void minus_inplace(Mat<eT>& out, const subview& in);
inline static void schur_inplace(Mat<eT>& out, const subview& in);
inline static void div_inplace(Mat<eT>& out, const subview& in);
*/
template<typename functor> inline void for_each(functor F);
template<typename functor> inline void for_each(functor F) const;
template<typename functor> inline void transform(functor F);
inline void replace(const eT old_val, const eT new_val);
inline void clean(const pod_type threshold);
inline void clamp(const eT min_val, const eT max_val);
inline void fill(const eT val);
inline void zeros();
inline void ones();
inline void eye();
inline void randu();
inline void randn();
arma_warn_unused inline SpSubview_MapMat_val<eT> operator[](const uword i);
arma_warn_unused inline eT operator[](const uword i) const;
arma_warn_unused inline SpSubview_MapMat_val<eT> operator()(const uword i);
arma_warn_unused inline eT operator()(const uword i) const;
arma_warn_unused inline SpSubview_MapMat_val<eT> operator()(const uword in_row, const uword in_col);
arma_warn_unused inline eT operator()(const uword in_row, const uword in_col) const;
arma_warn_unused inline SpSubview_MapMat_val<eT> at(const uword i);
arma_warn_unused inline eT at(const uword i) const;
arma_warn_unused inline SpSubview_MapMat_val<eT> at(const uword in_row, const uword in_col);
arma_warn_unused inline eT at(const uword in_row, const uword in_col) const;
inline bool check_overlap(const SpSubview& x) const;
arma_warn_unused inline bool is_vec() const;
inline SpSubview_row<eT> row(const uword row_num);
inline const SpSubview_row<eT> row(const uword row_num) const;
inline SpSubview_col<eT> col(const uword col_num);
inline const SpSubview_col<eT> col(const uword col_num) const;
inline SpSubview rows(const uword in_row1, const uword in_row2);
inline const SpSubview rows(const uword in_row1, const uword in_row2) const;
inline SpSubview cols(const uword in_col1, const uword in_col2);
inline const SpSubview cols(const uword in_col1, const uword in_col2) const;
inline SpSubview submat(const uword in_row1, const uword in_col1, const uword in_row2, const uword in_col2);
inline const SpSubview submat(const uword in_row1, const uword in_col1, const uword in_row2, const uword in_col2) const;
inline SpSubview submat(const span& row_span, const span& col_span);
inline const SpSubview submat(const span& row_span, const span& col_span) const;
inline SpSubview operator()(const uword row_num, const span& col_span);
inline const SpSubview operator()(const uword row_num, const span& col_span) const;
inline SpSubview operator()(const span& row_span, const uword col_num);
inline const SpSubview operator()(const span& row_span, const uword col_num) const;
inline SpSubview operator()(const span& row_span, const span& col_span);
inline const SpSubview operator()(const span& row_span, const span& col_span) const;
inline void swap_rows(const uword in_row1, const uword in_row2);
inline void swap_cols(const uword in_col1, const uword in_col2);
// Forward declarations.
class iterator_base;
class const_iterator;
class iterator;
class const_row_iterator;
class row_iterator;
// Similar to SpMat iterators but automatically iterates past and ignores values not in the subview.
class iterator_base
{
public:
inline iterator_base(const SpSubview& in_M);
inline iterator_base(const SpSubview& in_M, const uword col, const uword pos);
arma_inline uword col() const { return internal_col; }
arma_inline uword pos() const { return internal_pos; }
arma_aligned const SpSubview* M;
arma_aligned uword internal_col;
arma_aligned uword internal_pos;
typedef std::bidirectional_iterator_tag iterator_category;
typedef eT value_type;
typedef std::ptrdiff_t difference_type; // TODO: not certain on this one
typedef const eT* pointer;
typedef const eT& reference;
};
class const_iterator : public iterator_base
{
public:
inline const_iterator(const SpSubview& in_M, uword initial_pos = 0);
inline const_iterator(const SpSubview& in_M, uword in_row, uword in_col);
inline const_iterator(const SpSubview& in_M, uword in_row, uword in_col, uword in_pos, uword skip_pos);
inline const_iterator(const const_iterator& other);
arma_inline eT operator*() const;
// Don't hold location internally; call "dummy" methods to get that information.
arma_inline uword row() const { return iterator_base::M->m.row_indices[iterator_base::internal_pos + skip_pos] - iterator_base::M->aux_row1; }
arma_hot inline const_iterator& operator++();
arma_warn_unused inline const_iterator operator++(int);
arma_hot inline const_iterator& operator--();
arma_warn_unused inline const_iterator operator--(int);
arma_hot inline bool operator!=(const const_iterator& rhs) const;
arma_hot inline bool operator==(const const_iterator& rhs) const;
arma_hot inline bool operator!=(const typename SpMat<eT>::const_iterator& rhs) const;
arma_hot inline bool operator==(const typename SpMat<eT>::const_iterator& rhs) const;
arma_hot inline bool operator!=(const const_row_iterator& rhs) const;
arma_hot inline bool operator==(const const_row_iterator& rhs) const;
arma_hot inline bool operator!=(const typename SpMat<eT>::const_row_iterator& rhs) const;
arma_hot inline bool operator==(const typename SpMat<eT>::const_row_iterator& rhs) const;
arma_aligned uword skip_pos; // not used in row_iterator or const_row_iterator
};
class iterator : public const_iterator
{
public:
inline iterator(SpSubview& in_M, const uword initial_pos = 0) : const_iterator(in_M, initial_pos) { }
inline iterator(SpSubview& in_M, const uword in_row, const uword in_col) : const_iterator(in_M, in_row, in_col) { }
inline iterator(SpSubview& in_M, const uword in_row, const uword in_col, const uword in_pos, const uword in_skip_pos) : const_iterator(in_M, in_row, in_col, in_pos, in_skip_pos) { }
inline iterator(const iterator& other) : const_iterator(other) { }
arma_hot inline SpValProxy< SpSubview<eT> > operator*();
// overloads needed for return type correctness
arma_hot inline iterator& operator++();
arma_warn_unused inline iterator operator++(int);
arma_hot inline iterator& operator--();
arma_warn_unused inline iterator operator--(int);
// This has a different value_type than iterator_base.
typedef SpValProxy< SpSubview<eT> > value_type;
typedef const SpValProxy< SpSubview<eT> >* pointer;
typedef const SpValProxy< SpSubview<eT> >& reference;
};
class const_row_iterator : public iterator_base
{
public:
inline const_row_iterator();
inline const_row_iterator(const SpSubview& in_M, uword initial_pos = 0);
inline const_row_iterator(const SpSubview& in_M, uword in_row, uword in_col);
inline const_row_iterator(const const_row_iterator& other);
arma_hot inline const_row_iterator& operator++();
arma_warn_unused inline const_row_iterator operator++(int);
arma_hot inline const_row_iterator& operator--();
arma_warn_unused inline const_row_iterator operator--(int);
uword internal_row; // Hold row internally because we use internal_pos differently.
uword actual_pos; // Actual position in subview's parent matrix.
arma_inline eT operator*() const { return iterator_base::M->m.values[actual_pos]; }
arma_inline uword row() const { return internal_row; }
arma_hot inline bool operator!=(const const_iterator& rhs) const;
arma_hot inline bool operator==(const const_iterator& rhs) const;
arma_hot inline bool operator!=(const typename SpMat<eT>::const_iterator& rhs) const;
arma_hot inline bool operator==(const typename SpMat<eT>::const_iterator& rhs) const;
arma_hot inline bool operator!=(const const_row_iterator& rhs) const;
arma_hot inline bool operator==(const const_row_iterator& rhs) const;
arma_hot inline bool operator!=(const typename SpMat<eT>::const_row_iterator& rhs) const;
arma_hot inline bool operator==(const typename SpMat<eT>::const_row_iterator& rhs) const;
};
class row_iterator : public const_row_iterator
{
public:
inline row_iterator(SpSubview& in_M, uword initial_pos = 0) : const_row_iterator(in_M, initial_pos) { }
inline row_iterator(SpSubview& in_M, uword in_row, uword in_col) : const_row_iterator(in_M, in_row, in_col) { }
inline row_iterator(const row_iterator& other) : const_row_iterator(other) { }
arma_hot inline SpValProxy< SpSubview<eT> > operator*();
// overloads needed for return type correctness
arma_hot inline row_iterator& operator++();
arma_warn_unused inline row_iterator operator++(int);
arma_hot inline row_iterator& operator--();
arma_warn_unused inline row_iterator operator--(int);
// This has a different value_type than iterator_base.
typedef SpValProxy< SpSubview<eT> > value_type;
typedef const SpValProxy< SpSubview<eT> >* pointer;
typedef const SpValProxy< SpSubview<eT> >& reference;
};
inline iterator begin();
inline const_iterator begin() const;
inline const_iterator cbegin() const;
inline iterator begin_col(const uword col_num);
inline const_iterator begin_col(const uword col_num) const;
inline row_iterator begin_row(const uword row_num = 0);
inline const_row_iterator begin_row(const uword row_num = 0) const;
inline iterator end();
inline const_iterator end() const;
inline const_iterator cend() const;
inline row_iterator end_row();
inline const_row_iterator end_row() const;
inline row_iterator end_row(const uword row_num);
inline const_row_iterator end_row(const uword row_num) const;
//! don't use this unless you're writing internal Armadillo code
template<typename eT2>
arma_inline bool is_alias(const SpMat<eT2>& X) const;
private:
friend class SpMat<eT>;
friend class SpSubview_col<eT>;
friend class SpSubview_row<eT>;
friend class SpValProxy< SpSubview<eT> >; // allow SpValProxy to call insert_element() and delete_element()
arma_warn_unused inline eT& insert_element(const uword in_row, const uword in_col, const eT in_val = eT(0));
inline void delete_element(const uword in_row, const uword in_col);
inline void invalidate_cache() const;
};
template<typename eT>
class SpSubview_col : public SpSubview<eT>
{
public:
typedef eT elem_type;
typedef typename get_pod_type<elem_type>::result pod_type;
static constexpr bool is_row = false;
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
static constexpr bool has_subview = true;
inline void operator= (const SpSubview<eT>& x);
inline void operator= (const SpSubview_col& x);
template<typename T1> inline void operator= (const SpBase<eT,T1>& x);
template<typename T1> inline void operator= (const Base<eT,T1>& x);
arma_warn_unused inline const SpOp<SpSubview_col<eT>,spop_htrans> t() const;
arma_warn_unused inline const SpOp<SpSubview_col<eT>,spop_htrans> ht() const;
arma_warn_unused inline const SpOp<SpSubview_col<eT>,spop_strans> st() const;
arma_warn_unused inline const SpToDOp<SpSubview_col<eT>,op_sp_as_dense> as_dense() const;
protected:
inline SpSubview_col(const SpMat<eT>& in_m, const uword in_col);
inline SpSubview_col(const SpMat<eT>& in_m, const uword in_col, const uword in_row1, const uword in_n_rows);
inline SpSubview_col() = delete;
private:
friend class SpMat<eT>;
friend class SpSubview<eT>;
};
template<typename eT>
class SpSubview_row : public SpSubview<eT>
{
public:
typedef eT elem_type;
typedef typename get_pod_type<elem_type>::result pod_type;
static constexpr bool is_row = true;
static constexpr bool is_col = false;
static constexpr bool is_xvec = false;
static constexpr bool has_subview = true;
inline void operator= (const SpSubview<eT>& x);
inline void operator= (const SpSubview_row& x);
template<typename T1> inline void operator= (const SpBase<eT,T1>& x);
template<typename T1> inline void operator= (const Base<eT,T1>& x);
arma_warn_unused inline const SpOp<SpSubview_row<eT>,spop_htrans> t() const;
arma_warn_unused inline const SpOp<SpSubview_row<eT>,spop_htrans> ht() const;
arma_warn_unused inline const SpOp<SpSubview_row<eT>,spop_strans> st() const;
arma_warn_unused inline const SpToDOp<SpSubview_row<eT>,op_sp_as_dense> as_dense() const;
protected:
inline SpSubview_row(const SpMat<eT>& in_m, const uword in_row);
inline SpSubview_row(const SpMat<eT>& in_m, const uword in_row, const uword in_col1, const uword in_n_cols);
inline SpSubview_row() = delete;
private:
friend class SpMat<eT>;
friend class SpSubview<eT>;
};
//! @}