setnonzeros.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
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16  * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
17  * Lesser General Public License for more details.
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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_SETNONZEROS_HPP
27 #define CASADI_SETNONZEROS_HPP
28 
29 #include "mx_node.hpp"
30 #include <map>
31 #include <stack>
32 
34 
35 namespace casadi {
36 
43  template<bool Add>
44  class CASADI_EXPORT SetNonzeros : public MXNode {
45  public:
47 
52  static MX create(const MX& y, const MX& x, const std::vector<casadi_int>& nz);
53  static MX create(const MX& y, const MX& x, const Slice& s);
54  static MX create(const MX& y, const MX& x, const Slice& inner, const Slice& outer);
56 
58  SetNonzeros(const MX& y, const MX& x);
59 
61  ~SetNonzeros() override = 0;
62 
64  virtual std::vector<casadi_int> all() const = 0;
65 
69  void eval_mx(const std::vector<MX>& arg, std::vector<MX>& res) const override;
70 
74  void ad_forward(const std::vector<std::vector<MX> >& fseed,
75  std::vector<std::vector<MX> >& fsens) const override;
76 
80  void ad_reverse(const std::vector<std::vector<MX> >& aseed,
81  std::vector<std::vector<MX> >& asens) const override;
82 
86  casadi_int op() const override { return Add ? OP_ADDNONZEROS : OP_SETNONZEROS;}
87 
89  Matrix<casadi_int> mapping() const override;
90 
92  casadi_int n_inplace() const override { return 1;}
93 
97  static MXNode* deserialize(DeserializingStream& s);
98 
99  protected:
103  explicit SetNonzeros(DeserializingStream& s) : MXNode(s) {}
104  };
105 
106 
113  template<bool Add>
114  class CASADI_EXPORT SetNonzerosVector : public SetNonzeros<Add>{
115  public:
116 
118  SetNonzerosVector(const MX& y, const MX& x, const std::vector<casadi_int>& nz);
119 
121  ~SetNonzerosVector() override {}
122 
124  std::vector<casadi_int> all() const override { return nz_;}
125 
129  void eval_mx(const std::vector<MX>& arg, std::vector<MX>& res) const override;
130 
132  template<typename T>
133  int eval_gen(const T** arg, T** res, casadi_int* iw, T* w) const;
134 
136  int eval(const double** arg, double** res, casadi_int* iw, double* w) const override;
137 
139  int eval_sx(const SXElem** arg, SXElem** res, casadi_int* iw, SXElem* w) const override;
140 
144  int sp_forward(const bvec_t** arg, bvec_t** res, casadi_int* iw, bvec_t* w) const override;
145 
149  int sp_reverse(bvec_t** arg, bvec_t** res, casadi_int* iw, bvec_t* w) const override;
150 
154  std::string disp(const std::vector<std::string>& arg) const override;
155 
159  void generate(CodeGenerator& g,
160  const std::vector<casadi_int>& arg,
161  const std::vector<casadi_int>& res) const override;
162 
166  bool is_equal(const MXNode* node, casadi_int depth) const override;
167 
169  Dict info() const override { return {{"nz", nz_}, {"add", Add}}; }
170 
172  std::vector<casadi_int> nz_;
173 
177  void serialize_body(SerializingStream& s) const override;
181  void serialize_type(SerializingStream& s) const override;
182 
186  explicit SetNonzerosVector(DeserializingStream& s);
187  };
188 
189  // Specialization of the above when nz_ is a Slice
190  template<bool Add>
191  class CASADI_EXPORT SetNonzerosSlice : public SetNonzeros<Add>{
192  public:
193 
195  SetNonzerosSlice(const MX& y, const MX& x, const Slice& s) : SetNonzeros<Add>(y, x), s_(s) {}
196 
198  ~SetNonzerosSlice() override {}
199 
201  std::vector<casadi_int> all() const override { return s_.all(s_.stop);}
202 
206  int sp_forward(const bvec_t** arg, bvec_t** res, casadi_int* iw, bvec_t* w) const override;
207 
211  int sp_reverse(bvec_t** arg, bvec_t** res, casadi_int* iw, bvec_t* w) const override;
212 
216  void eval_mx(const std::vector<MX>& arg, std::vector<MX>& res) const override;
217 
219  template<typename T>
220  int eval_gen(const T** arg, T** res, casadi_int* iw, T* w) const;
221 
223  int eval(const double** arg, double** res, casadi_int* iw, double* w) const override;
224 
226  int eval_sx(const SXElem** arg, SXElem** res, casadi_int* iw, SXElem* w) const override;
227 
231  std::string disp(const std::vector<std::string>& arg) const override;
232 
236  void generate(CodeGenerator& g,
237  const std::vector<casadi_int>& arg,
238  const std::vector<casadi_int>& res) const override;
239 
243  bool is_equal(const MXNode* node, casadi_int depth) const override;
244 
246  Dict info() const override { return {{"slice", s_.info()}, {"add", Add}}; }
247 
248  // Data member
249  Slice s_;
250 
254  void serialize_body(SerializingStream& s) const override;
258  void serialize_type(SerializingStream& s) const override;
259 
263  explicit SetNonzerosSlice(DeserializingStream& s);
264  };
265 
266  // Specialization of the above when nz_ is a nested Slice
267  template<bool Add>
268  class CASADI_EXPORT SetNonzerosSlice2 : public SetNonzeros<Add>{
269  public:
270 
272  SetNonzerosSlice2(const MX& y, const MX& x, const Slice& inner, const Slice& outer) :
273  SetNonzeros<Add>(y, x), inner_(inner), outer_(outer) {}
274 
276  ~SetNonzerosSlice2() override {}
277 
279  std::vector<casadi_int> all() const override { return inner_.all(outer_, outer_.stop);}
280 
284  int sp_forward(const bvec_t** arg, bvec_t** res, casadi_int* iw, bvec_t* w) const override;
285 
289  int sp_reverse(bvec_t** arg, bvec_t** res, casadi_int* iw, bvec_t* w) const override;
290 
294  void eval_mx(const std::vector<MX>& arg, std::vector<MX>& res) const override;
295 
297  template<typename T>
298  int eval_gen(const T** arg, T** res, casadi_int* iw, T* w) const;
299 
301  int eval(const double** arg, double** res, casadi_int* iw, double* w) const override;
302 
304  int eval_sx(const SXElem** arg, SXElem** res, casadi_int* iw, SXElem* w) const override;
305 
309  std::string disp(const std::vector<std::string>& arg) const override;
310 
314  void generate(CodeGenerator& g,
315  const std::vector<casadi_int>& arg,
316  const std::vector<casadi_int>& res) const override;
317 
321  bool is_equal(const MXNode* node, casadi_int depth) const override;
322 
324  Dict info() const override { return {{"inner", inner_.info()}, {"outer", outer_.info()},
325  {"add", Add}}; }
326 
327  // Data members
328  Slice inner_, outer_;
329 
333  void serialize_body(SerializingStream& s) const override;
337  void serialize_type(SerializingStream& s) const override;
338 
342  explicit SetNonzerosSlice2(DeserializingStream& s);
343  };
344 
345 } // namespace casadi
347 
348 #endif // CASADI_SETNONZEROS_HPP
The casadi namespace.
GenericType::Dict Dict
C++ equivalent of Python's dict or MATLAB's struct.