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  void eval_linear(const std::vector<std::array<MX, 3> >& arg,
65  std::vector<std::array<MX, 3> >& res) const override {
66  eval_linear_rearrange(arg, res);
67  }
68 
72  int eval_activity(const bvec_t** arg, bvec_t** res, casadi_int* iw, bvec_t* w) const override {
73  return sp_forward(arg, res, iw, w);
74  }
75 
79  int sp_forward(const bvec_t** arg, bvec_t** res, casadi_int* iw, bvec_t* w) const override;
80 
84  int sp_reverse(bvec_t** arg, bvec_t** res, casadi_int* iw, bvec_t* w) const override;
85 
89  void generate(CodeGenerator& g,
90  const std::vector<casadi_int>& arg,
91  const std::vector<casadi_int>& res,
92  const std::vector<bool>& arg_is_ref,
93  std::vector<bool>& res_is_ref) const override;
94 
96  MX get_nzref(const Sparsity& sp, const std::vector<casadi_int>& nz,
97  bool unique=false) const override;
98 
102  bool is_equal(const MXNode* node, casadi_int depth) const override {
103  return sameOpAndDeps(node, depth);
104  }
105 
109  bool is_valid_input() const override;
110 
114  casadi_int n_primitives() const override;
115 
119  void primitives(std::vector<MX>::iterator& it) const override;
120 
124  bool has_duplicates() const override;
125 
129  void reset_input() const override;
130 
131  protected:
135  explicit Concat(DeserializingStream& s) : MXNode(s) {}
136  };
137 
138 
145  class CASADI_EXPORT Horzcat : public Concat {
146  public:
147 
149  Horzcat(const std::vector<MX>& x);
150 
152  ~Horzcat() override {}
153 
157  std::string disp(const std::vector<std::string>& arg) const override;
158 
162  void eval_mx(const std::vector<MX>& arg, std::vector<MX>& res,
163  const std::vector<bool>& unique={}) const override;
164 
168  void ad_forward(const std::vector<std::vector<MX> >& fseed,
169  std::vector<std::vector<MX> >& fsens) const override;
170 
174  void ad_reverse(const std::vector<std::vector<MX> >& aseed,
175  std::vector<std::vector<MX> >& asens) const override;
176 
180  casadi_int op() const override { return OP_HORZCAT;}
181 
183  template<typename T>
184  void split_primitives_gen(const T& x, typename std::vector<T>::iterator& it) const;
185 
187 
190  void split_primitives(const MX& x, std::vector<MX>::iterator& it) const override;
191  void split_primitives(const SX& x, std::vector<SX>::iterator& it) const override;
192  void split_primitives(const DM& x, std::vector<DM>::iterator& it) const override;
194 
196  template<typename T>
197  T join_primitives_gen(typename std::vector<T>::const_iterator& it) const;
198 
200 
203  MX join_primitives(std::vector<MX>::const_iterator& it) const override;
204  SX join_primitives(std::vector<SX>::const_iterator& it) const override;
205  DM join_primitives(std::vector<DM>::const_iterator& it) const override;
207 
211  std::vector<casadi_int> off() const;
212 
216  static MXNode* deserialize(DeserializingStream& s) { return new Horzcat(s); }
217  protected:
221  explicit Horzcat(DeserializingStream& s) : Concat(s) {}
222  };
223 
230  class CASADI_EXPORT Vertcat : public Concat {
231  public:
232 
234  Vertcat(const std::vector<MX>& x);
235 
237  ~Vertcat() override {}
238 
242  std::string disp(const std::vector<std::string>& arg) const override;
243 
247  void eval_mx(const std::vector<MX>& arg, std::vector<MX>& res,
248  const std::vector<bool>& unique={}) const override;
249 
253  void ad_forward(const std::vector<std::vector<MX> >& fseed,
254  std::vector<std::vector<MX> >& fsens) const override;
255 
259  void ad_reverse(const std::vector<std::vector<MX> >& aseed,
260  std::vector<std::vector<MX> >& asens) const override;
261 
265  casadi_int op() const override { return OP_VERTCAT;}
266 
268  template<typename T>
269  void split_primitives_gen(const T& x, typename std::vector<T>::iterator& it) const;
270 
272 
275  void split_primitives(const MX& x, std::vector<MX>::iterator& it) const override;
276  void split_primitives(const SX& x, std::vector<SX>::iterator& it) const override;
277  void split_primitives(const DM& x, std::vector<DM>::iterator& it) const override;
279 
281  template<typename T>
282  T join_primitives_gen(typename std::vector<T>::const_iterator& it) const;
283 
285 
288  MX join_primitives(std::vector<MX>::const_iterator& it) const override;
289  SX join_primitives(std::vector<SX>::const_iterator& it) const override;
290  DM join_primitives(std::vector<DM>::const_iterator& it) const override;
292 
296  std::vector<casadi_int> off() const;
297 
301  static MXNode* deserialize(DeserializingStream& s) { return new Vertcat(s); }
302 
303  protected:
307  explicit Vertcat(DeserializingStream& s) : Concat(s) {}
308  };
309 
316  class CASADI_EXPORT Diagcat : public Concat {
317  public:
318 
320  Diagcat(const std::vector<MX>& x);
321 
323  ~Diagcat() override {}
324 
328  std::string disp(const std::vector<std::string>& arg) const override;
329 
333  void eval_mx(const std::vector<MX>& arg, std::vector<MX>& res,
334  const std::vector<bool>& unique={}) const override;
335 
339  void ad_forward(const std::vector<std::vector<MX> >& fseed,
340  std::vector<std::vector<MX> >& fsens) const override;
341 
345  void ad_reverse(const std::vector<std::vector<MX> >& aseed,
346  std::vector<std::vector<MX> >& asens) const override;
347 
351  casadi_int op() const override { return OP_DIAGCAT;}
352 
354  template<typename T>
355  void split_primitives_gen(const T& x, typename std::vector<T>::iterator& it) const;
356 
358 
361  void split_primitives(const MX& x, std::vector<MX>::iterator& it) const override;
362  void split_primitives(const SX& x, std::vector<SX>::iterator& it) const override;
363  void split_primitives(const DM& x, std::vector<DM>::iterator& it) const override;
365 
367  template<typename T>
368  T join_primitives_gen(typename std::vector<T>::const_iterator& it) const;
369 
371 
374  MX join_primitives(std::vector<MX>::const_iterator& it) const override;
375  SX join_primitives(std::vector<SX>::const_iterator& it) const override;
376  DM join_primitives(std::vector<DM>::const_iterator& it) const override;
378 
382  std::pair<std::vector<casadi_int>, std::vector<casadi_int> > off() const;
383 
387  static MXNode* deserialize(DeserializingStream& s) { return new Diagcat(s); }
388 
389  protected:
393  explicit Diagcat(DeserializingStream& s) : Concat(s) {}
394  };
395 
396 } // namespace casadi
398 
399 #endif // CASADI_CONCAT_HPP
The casadi namespace.
Definition: archiver.hpp:32
Matrix< SXElem > SX
Definition: sx_fwd.hpp:32
Matrix< double > DM
Definition: dm_fwd.hpp:33