concat.hpp
1 /*
2  * This file is part of CasADi.
3  *
4  * CasADi -- A symbolic framework for dynamic optimization.
5  * Copyright (C) 2010-2023 Joel Andersson, Joris Gillis, Moritz Diehl,
6  * KU Leuven. All rights reserved.
7  * Copyright (C) 2011-2014 Greg Horn
8  *
9  * CasADi is free software; you can redistribute it and/or
10  * modify it under the terms of the GNU Lesser General Public
11  * License as published by the Free Software Foundation; either
12  * version 3 of the License, or (at your option) any later version.
13  *
14  * CasADi is distributed in the hope that it will be useful,
15  * but WITHOUT ANY WARRANTY; without even the implied warranty of
16  * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
17  * Lesser General Public License for more details.
18  *
19  * You should have received a copy of the GNU Lesser General Public
20  * License along with CasADi; if not, write to the Free Software
21  * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
22  *
23  */
24 
25 
26 #ifndef CASADI_CONCAT_HPP
27 #define CASADI_CONCAT_HPP
28 
29 #include "mx_node.hpp"
30 #include <map>
31 #include <stack>
32 
34 
35 namespace casadi {
42  class CASADI_EXPORT Concat : public MXNode {
43  public:
44 
46  Concat(const std::vector<MX>& x);
47 
49  ~Concat() override = 0;
50 
52  template<typename T>
53  int eval_gen(const T* const* arg, T* const* res, casadi_int* iw, T* w) const;
54 
56  int eval(const double** arg, double** res, casadi_int* iw, double* w) const override;
57 
59  int eval_sx(const SXElem** arg, SXElem** res, casadi_int* iw, SXElem* w) const override;
60 
64  int sp_forward(const bvec_t** arg, bvec_t** res, casadi_int* iw, bvec_t* w) const override;
65 
69  int sp_reverse(bvec_t** arg, bvec_t** res, casadi_int* iw, bvec_t* w) const override;
70 
74  void generate(CodeGenerator& g,
75  const std::vector<casadi_int>& arg,
76  const std::vector<casadi_int>& res) const override;
77 
79  MX get_nzref(const Sparsity& sp, const std::vector<casadi_int>& nz) const override;
80 
84  bool is_equal(const MXNode* node, casadi_int depth) const override {
85  return sameOpAndDeps(node, depth);
86  }
87 
91  bool is_valid_input() const override;
92 
96  casadi_int n_primitives() const override;
97 
101  void primitives(std::vector<MX>::iterator& it) const override;
102 
106  bool has_duplicates() const override;
107 
111  void reset_input() const override;
112 
113  protected:
117  explicit Concat(DeserializingStream& s) : MXNode(s) {}
118  };
119 
120 
127  class CASADI_EXPORT Horzcat : public Concat {
128  public:
129 
131  Horzcat(const std::vector<MX>& x);
132 
134  ~Horzcat() override {}
135 
139  std::string disp(const std::vector<std::string>& arg) const override;
140 
144  void eval_mx(const std::vector<MX>& arg, std::vector<MX>& res) const override;
145 
149  void ad_forward(const std::vector<std::vector<MX> >& fseed,
150  std::vector<std::vector<MX> >& fsens) const override;
151 
155  void ad_reverse(const std::vector<std::vector<MX> >& aseed,
156  std::vector<std::vector<MX> >& asens) const override;
157 
161  casadi_int op() const override { return OP_HORZCAT;}
162 
164  template<typename T>
165  void split_primitives_gen(const T& x, typename std::vector<T>::iterator& it) const;
166 
168 
171  void split_primitives(const MX& x, std::vector<MX>::iterator& it) const override;
172  void split_primitives(const SX& x, std::vector<SX>::iterator& it) const override;
173  void split_primitives(const DM& x, std::vector<DM>::iterator& it) const override;
175 
177  template<typename T>
178  T join_primitives_gen(typename std::vector<T>::const_iterator& it) const;
179 
181 
184  MX join_primitives(std::vector<MX>::const_iterator& it) const override;
185  SX join_primitives(std::vector<SX>::const_iterator& it) const override;
186  DM join_primitives(std::vector<DM>::const_iterator& it) const override;
188 
192  std::vector<casadi_int> off() const;
193 
197  static MXNode* deserialize(DeserializingStream& s) { return new Horzcat(s); }
198  protected:
202  explicit Horzcat(DeserializingStream& s) : Concat(s) {}
203  };
204 
211  class CASADI_EXPORT Vertcat : public Concat {
212  public:
213 
215  Vertcat(const std::vector<MX>& x);
216 
218  ~Vertcat() override {}
219 
223  std::string disp(const std::vector<std::string>& arg) const override;
224 
228  void eval_mx(const std::vector<MX>& arg, std::vector<MX>& res) const override;
229 
233  void ad_forward(const std::vector<std::vector<MX> >& fseed,
234  std::vector<std::vector<MX> >& fsens) const override;
235 
239  void ad_reverse(const std::vector<std::vector<MX> >& aseed,
240  std::vector<std::vector<MX> >& asens) const override;
241 
245  casadi_int op() const override { return OP_VERTCAT;}
246 
248  template<typename T>
249  void split_primitives_gen(const T& x, typename std::vector<T>::iterator& it) const;
250 
252 
255  void split_primitives(const MX& x, std::vector<MX>::iterator& it) const override;
256  void split_primitives(const SX& x, std::vector<SX>::iterator& it) const override;
257  void split_primitives(const DM& x, std::vector<DM>::iterator& it) const override;
259 
261  template<typename T>
262  T join_primitives_gen(typename std::vector<T>::const_iterator& it) const;
263 
265 
268  MX join_primitives(std::vector<MX>::const_iterator& it) const override;
269  SX join_primitives(std::vector<SX>::const_iterator& it) const override;
270  DM join_primitives(std::vector<DM>::const_iterator& it) const override;
272 
276  std::vector<casadi_int> off() const;
277 
281  static MXNode* deserialize(DeserializingStream& s) { return new Vertcat(s); }
282 
283  protected:
287  explicit Vertcat(DeserializingStream& s) : Concat(s) {}
288  };
289 
296  class CASADI_EXPORT Diagcat : public Concat {
297  public:
298 
300  Diagcat(const std::vector<MX>& x);
301 
303  ~Diagcat() override {}
304 
308  std::string disp(const std::vector<std::string>& arg) const override;
309 
313  void eval_mx(const std::vector<MX>& arg, std::vector<MX>& res) const override;
314 
318  void ad_forward(const std::vector<std::vector<MX> >& fseed,
319  std::vector<std::vector<MX> >& fsens) const override;
320 
324  void ad_reverse(const std::vector<std::vector<MX> >& aseed,
325  std::vector<std::vector<MX> >& asens) const override;
326 
330  casadi_int op() const override { return OP_DIAGCAT;}
331 
333  template<typename T>
334  void split_primitives_gen(const T& x, typename std::vector<T>::iterator& it) const;
335 
337 
340  void split_primitives(const MX& x, std::vector<MX>::iterator& it) const override;
341  void split_primitives(const SX& x, std::vector<SX>::iterator& it) const override;
342  void split_primitives(const DM& x, std::vector<DM>::iterator& it) const override;
344 
346  template<typename T>
347  T join_primitives_gen(typename std::vector<T>::const_iterator& it) const;
348 
350 
353  MX join_primitives(std::vector<MX>::const_iterator& it) const override;
354  SX join_primitives(std::vector<SX>::const_iterator& it) const override;
355  DM join_primitives(std::vector<DM>::const_iterator& it) const override;
357 
361  std::pair<std::vector<casadi_int>, std::vector<casadi_int> > off() const;
362 
366  static MXNode* deserialize(DeserializingStream& s) { return new Diagcat(s); }
367 
368  protected:
372  explicit Diagcat(DeserializingStream& s) : Concat(s) {}
373  };
374 
375 } // namespace casadi
377 
378 #endif // CASADI_CONCAT_HPP
The casadi namespace.
Matrix< SXElem > SX
Definition: sx_fwd.hpp:32
Matrix< double > DM
Definition: dm_fwd.hpp:33