File: pyclustering_package.hpp

package info (click to toggle)
python-pyclustering 0.10.1.2-2
  • links: PTS, VCS
  • area: main
  • in suites: bookworm, forky, sid, trixie
  • size: 11,128 kB
  • sloc: cpp: 38,888; python: 24,311; sh: 384; makefile: 105
file content (422 lines) | stat: -rwxr-xr-x 14,770 bytes parent folder | download | duplicates (2)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
/*!

@authors Andrei Novikov (pyclustering@yandex.ru)
@date 2014-2020
@copyright BSD-3-Clause

*/

#pragma once


#include <cstddef>
#include <stdexcept>
#include <sstream>
#include <string>
#include <type_traits>
#include <vector>

#include <pyclustering/definitions.hpp>
#include <pyclustering/utils/traits.hpp>


/*!

@brief  Enumerates types that are supported by pyclustering package.

@see    pyclustering_package

*/
enum pyclustering_data_t {
    PYCLUSTERING_TYPE_INT               = 0,    /**< Represents basic `int` type. */
    PYCLUSTERING_TYPE_UNSIGNED_INT      = 1,    /**< Represents basic `unsigned int` type. */
    PYCLUSTERING_TYPE_FLOAT             = 2,    /**< Represents basic `float` type. */
    PYCLUSTERING_TYPE_DOUBLE            = 3,    /**< Represents basic `double` type. */
    PYCLUSTERING_TYPE_LONG              = 4,    /**< Represents basic `long` type. */
    PYCLUSTERING_TYPE_CHAR              = 5,    /**< Represents basic `char` type. */
    PYCLUSTERING_TYPE_LIST              = 6,    /**< Represents `pyclustering_package` type. */
    PYCLUSTERING_TYPE_SIZE_T            = 7,    /**< Represents basic `std::size_t` type. */
    PYCLUSTERING_TYPE_WCHAR_T           = 8,    /**< Represents basic `wchar_t` type. */
    PYCLUSTERING_TYPE_UNDEFINED         = 9     /**< Indicates incorrect type. */
};


/*!

@class  pyclustering_package pyclustering_package.hpp pyclustering/interface/pyclustering_package.hpp

@brief  Container that is used as data storage to communicate with the Python implementation of the library.
@details The package uses dynamic memory allocation and user of the package is responsible for the deallocation to avoid memory leakage.

*/
struct DECLARATION pyclustering_package {
public:
    std::size_t     size      = 0;          /**< Amount of elements that are contained by the package. */
    unsigned int    type      = static_cast<unsigned int>(PYCLUSTERING_TYPE_UNDEFINED); /**< Type of elements that are contained by the package. */
    void            * data    = nullptr;    /**< Pointer to elements that are contained by the package. */

public:
    /*!
    
    @brief  Default constructor of the package.

    */
    pyclustering_package() = default;

    /*!

    @brief  Constructor of the package that contains elements with specific type.

    @param[in] package_type: type of elements that are contained by the package.

    */
    explicit pyclustering_package(const pyclustering_data_t package_type);

    /*!

    @brief  Destructor of the package.

    */
    ~pyclustering_package();

public:
    /*!
    
    @brief  Returns reference to package element at the specified position like in case of array or vector.

    @param[in] index: index of an element in the package.

    @return Reference to the element in the package.

    @throw  `std::out_of_range` if the package does not have element with index `index`.

    */
    template <class TypeValue>
    auto & at(const std::size_t index) const {
        if (size <= index) {
            throw std::out_of_range("pyclustering_package::at() [" + std::to_string(__LINE__) + "]: index '" + std::to_string(index) + "' out of range (size: '" + std::to_string(size) + "').");
        }

        return ((TypeValue *) data)[index];
    }

    /*!

    @brief  Returns reference to package element at the specified position like in case of two-dimensional array or vector.

    @param[in] index_row: row index in the package where required element is located.
    @param[in] index_column: column index in the package where required element is located.

    @return Reference to the element in the package.

    @throw  `std::out_of_range` if the package does not have row with index `index_row` or does not have column with index `index_column`.

    */
    template <class TypeValue>
    auto & at(const std::size_t index_row, const std::size_t index_column) const {
        if (size <= index_row) {
            throw std::out_of_range("pyclustering_package::at() [" + std::to_string(__LINE__) + "]: index '" + std::to_string(index_row) + "' out of range (size: '" + std::to_string(size) + "').");
        }

        pyclustering_package * package = at<pyclustering_package *>(index_row);
        return ((TypeValue *) package->data)[index_column];
    }

    /*!

    @brief   Extract content of the package to standard container.
    @details Extraction is a copying procedure.

    @param[in] container: container that is used as a destination for the extraction procedure.

    */
    template <class TypeValue>
    void extract(std::vector<TypeValue> & container) const {
        extract(container, this);
    }

    /*!

    @brief   Extract content of the package to standard container.
    @details Extraction is a copying procedure.

    @param[in] container: container that is used as a destination for the extraction procedure.

    */
    template <class TypeValue>
    void extract(std::vector<std::vector<TypeValue>> & container) const {
        if (type != PYCLUSTERING_TYPE_LIST) {
            throw std::invalid_argument("pyclustering_package::extract() [" + std::to_string(__LINE__) + "]: argument is not 'PYCLUSTERING_TYPE_LIST').");
        }

        for (std::size_t i = 0; i < size; i++) {
            std::vector<TypeValue> subcontainer = { };
            extract(subcontainer, at<pyclustering_package *>(i));
            container.push_back(subcontainer);
        }
    }

private:
    /*!

    @brief   Extract content of the package to standard container from specific pyclustering package.

    @param[in] container: container that is used as a destination for the extraction procedure.
    @param[in] package: package that is used as a source for the extraction procedure.

    */
    template <class TypeValue>
    void extract(std::vector<TypeValue> & container, const pyclustering_package * const package) const {
        for (std::size_t i = 0; i < package->size; i++) {
            container.push_back(package->at<TypeValue>(i));
        }
    }
};


/*!

@brief   Create pyclustering package with specified size that defines amount of elements that are going to be
          stored in the package.

@param[in] p_size: package size that defines amount of elements.

@return  Pointer to created pyclustering package.

*/
pyclustering_package * create_package_container(const std::size_t p_size);


/*!

@brief   Returns data type of the pyclustering package.
@details If the template parameter of the function contains unsupported data type then `PYCLUSTERING_TYPE_UNDEFINED` is returned.

@return  Data type of the pyclustering package.

*/
template <class TypeValue>
pyclustering_data_t get_package_type() {
    pyclustering_data_t type_package = PYCLUSTERING_TYPE_UNDEFINED;
    if (std::is_same<TypeValue, int>::value) {
        type_package = pyclustering_data_t::PYCLUSTERING_TYPE_INT;
    }
    // cppcheck-suppress multiCondition ; 'int' and 'unsigned int' are not the same.
    else if (std::is_same<TypeValue, unsigned int>::value) {
        type_package = pyclustering_data_t::PYCLUSTERING_TYPE_UNSIGNED_INT;
    }
    else if (std::is_same<TypeValue, float>::value) {
        type_package = pyclustering_data_t::PYCLUSTERING_TYPE_FLOAT;
    }
    else if (std::is_same<TypeValue, double>::value) {
        type_package = pyclustering_data_t::PYCLUSTERING_TYPE_DOUBLE;
    }
    else if (std::is_same<TypeValue, long>::value) {
        type_package = pyclustering_data_t::PYCLUSTERING_TYPE_LONG;
    }
    else if (std::is_same<TypeValue, char>::value) {
        type_package = pyclustering_data_t::PYCLUSTERING_TYPE_CHAR;
    }
    else if (std::is_same<TypeValue, wchar_t>::value) {
        type_package = pyclustering_data_t::PYCLUSTERING_TYPE_WCHAR_T;
    }
    // cppcheck-suppress multiCondition ; 'std::size_t' and 'long' are not the same for x64.
    else if (std::is_same<TypeValue, std::size_t>::value) {
        type_package = pyclustering_data_t::PYCLUSTERING_TYPE_SIZE_T;
    }

    return type_package;
}


/*!

@brief   Create pyclustering package with specified size and data type.

@param[in] p_size: package size that defines amount of elements.

@return  Pointer to created pyclustering package.

*/
template <class TypeValue>
pyclustering_package * create_package(const std::size_t p_size) {
    const pyclustering_data_t type_package = get_package_type<TypeValue>();
    if (type_package == pyclustering_data_t::PYCLUSTERING_TYPE_UNDEFINED) {
        return nullptr;
    }

    pyclustering_package * package = new pyclustering_package(type_package);

    package->size = p_size;
    package->data = new TypeValue[package->size];

    return package;
}


/*!

@brief   Create pyclustering package with specified size, data type and default value for each elements in the package.

@param[in] p_size: package size that defines amount of elements.
@param[in] p_value: default value for each element in the package.

@return  Pointer to created pyclustering package.

*/
template <class TypeValue>
pyclustering_package * create_package(const std::size_t p_size, const TypeValue & p_value) {
    pyclustering_package * package = create_package<TypeValue>(p_size);
    if (package) {
        for (std::size_t i = 0; i < p_size; i++) {
            ((TypeValue *) package->data)[i] = p_value;
        }
    }

    return package;
}


/*!

@brief   Create pyclustering package using pointer to one-dimensional container with fundamental data and that container supports `std::begin`, `std::end` methods and incremental iterators.
@details All data from the container will be copied to the package.

@param[in] data: a pointer to container that is used to create pyclustering container.

@tparam TypeContainer: a pointer type to a container.

@return  Pointer to created pyclustering package.

*/
template <typename TypeContainer,
    typename std::enable_if<
        std::is_pointer<TypeContainer>::value &&
        !pyclustering::utils::traits::is_string<TypeContainer>::value &&
        pyclustering::utils::traits::is_container_with_fundamental_content<
            typename pyclustering::utils::traits::remove_cvp_t<TypeContainer>
        >::value
    >::type* = nullptr
>
pyclustering_package * create_package(TypeContainer data) {
    using container_t = typename std::remove_pointer<TypeContainer>::type;
    using contaner_data_t = typename container_t::value_type;

    pyclustering_package * package = create_package<contaner_data_t>(data->size());
    if (package) {
        std::size_t index = 0;
        for (auto iter = std::begin(*data); iter != std::end(*data); iter++, index++) {
            static_cast<contaner_data_t *>(package->data)[index] = *iter;
        }
    }

    return package;
}


/*!

@brief   Create pyclustering package using pointer to a two-dimensional vector container.
@details All data from the container will be copied to the package.

@param[in] data: container that is used to create pyclustering container.

@tparam TypeObject: an object type that is used by the container.

@return  Pointer to created pyclustering package.

*/
template <typename TypeObject>
pyclustering_package * create_package(const std::vector< std::vector<TypeObject> > * const data) {
    pyclustering_package * package = new pyclustering_package(pyclustering_data_t::PYCLUSTERING_TYPE_LIST);

    package->size = data->size();
    package->data = new pyclustering_package * [package->size];

    for (size_t i = 0; i < package->size; i++) {
        ((pyclustering_package **) package->data)[i] = create_package(&(*data)[i]);
    }

    return package;
}


/*!

@brief   Create pyclustering package using pointer to a two-dimensional vector container that uses pointers for internal elements.
@details All data from the container will be copied to the package.

@param[in] data: container that is used to create pyclustering container.

@tparam TypeObject: an object type that is used by the container.

@return  Pointer to created pyclustering package.

*/
template <typename TypeObject>
pyclustering_package * create_package(const std::vector< std::vector<TypeObject> * > * const data) {
   pyclustering_package * package = new pyclustering_package(pyclustering_data_t::PYCLUSTERING_TYPE_LIST);

   package->size = data->size();
   package->data = new pyclustering_package * [package->size];

   for (size_t i = 0; i < package->size; i++) {
       ((pyclustering_package **) package->data)[i] = create_package((*data)[i]);
   }

   return package;
}


/*!

@brief   Create pyclustering package using raw string such as `char *`, `wchar_t *` including any cv-qualified variants.
@details All data from the raw string will be copied to the package.

@param[in] p_message: string line that is used to create pyclustering package.

@tparam TypeRawString: a character type that is used by the string line.

@return  Pointer to created pyclustering package.

*/
template <typename TypeRawString, 
    typename std::enable_if<
        pyclustering::utils::traits::is_raw_string<TypeRawString>::value
    >::type* = nullptr
>
pyclustering_package * create_package(TypeRawString p_message) {
    using element_string_t = typename std::remove_cv<typename std::remove_pointer<TypeRawString>::type>::type;

    const std::size_t length = std::char_traits<element_string_t>::length(p_message);
    pyclustering_package * package = create_package<element_string_t>(length + 1);

    if (package) {
        std::char_traits<element_string_t>::copy(static_cast<element_string_t *>(package->data), p_message, length);
        static_cast<element_string_t *>(package->data)[package->size - 1] = static_cast<element_string_t>(0);
    }

    return package;
}


/*!

@brief   Create pyclustering package using standard string line such as `std::string`, `std::wstring` including any cv-qualified variants.
@details All data from the raw string will be copied to the package.

@param[in] p_message: string line that is used to create pyclustering container.

@tparam TypeString: a string type that is used to create pyclustering container.

@return  Pointer to created pyclustering package.

*/
template <typename TypeString,
    typename std::enable_if<
        pyclustering::utils::traits::is_string<TypeString>::value
    >::type* = nullptr
>
pyclustering_package * create_package(TypeString & p_message) {
    return create_package(p_message.c_str());
}