stl_bind.h revision 12391:ceeca8b41e4b
1/*
2    pybind11/std_bind.h: Binding generators for STL data types
3
4    Copyright (c) 2016 Sergey Lyskov and Wenzel Jakob
5
6    All rights reserved. Use of this source code is governed by a
7    BSD-style license that can be found in the LICENSE file.
8*/
9
10#pragma once
11
12#include "detail/common.h"
13#include "operators.h"
14
15#include <algorithm>
16#include <sstream>
17
18NAMESPACE_BEGIN(PYBIND11_NAMESPACE)
19NAMESPACE_BEGIN(detail)
20
21/* SFINAE helper class used by 'is_comparable */
22template <typename T>  struct container_traits {
23    template <typename T2> static std::true_type test_comparable(decltype(std::declval<const T2 &>() == std::declval<const T2 &>())*);
24    template <typename T2> static std::false_type test_comparable(...);
25    template <typename T2> static std::true_type test_value(typename T2::value_type *);
26    template <typename T2> static std::false_type test_value(...);
27    template <typename T2> static std::true_type test_pair(typename T2::first_type *, typename T2::second_type *);
28    template <typename T2> static std::false_type test_pair(...);
29
30    static constexpr const bool is_comparable = std::is_same<std::true_type, decltype(test_comparable<T>(nullptr))>::value;
31    static constexpr const bool is_pair = std::is_same<std::true_type, decltype(test_pair<T>(nullptr, nullptr))>::value;
32    static constexpr const bool is_vector = std::is_same<std::true_type, decltype(test_value<T>(nullptr))>::value;
33    static constexpr const bool is_element = !is_pair && !is_vector;
34};
35
36/* Default: is_comparable -> std::false_type */
37template <typename T, typename SFINAE = void>
38struct is_comparable : std::false_type { };
39
40/* For non-map data structures, check whether operator== can be instantiated */
41template <typename T>
42struct is_comparable<
43    T, enable_if_t<container_traits<T>::is_element &&
44                   container_traits<T>::is_comparable>>
45    : std::true_type { };
46
47/* For a vector/map data structure, recursively check the value type (which is std::pair for maps) */
48template <typename T>
49struct is_comparable<T, enable_if_t<container_traits<T>::is_vector>> {
50    static constexpr const bool value =
51        is_comparable<typename T::value_type>::value;
52};
53
54/* For pairs, recursively check the two data types */
55template <typename T>
56struct is_comparable<T, enable_if_t<container_traits<T>::is_pair>> {
57    static constexpr const bool value =
58        is_comparable<typename T::first_type>::value &&
59        is_comparable<typename T::second_type>::value;
60};
61
62/* Fallback functions */
63template <typename, typename, typename... Args> void vector_if_copy_constructible(const Args &...) { }
64template <typename, typename, typename... Args> void vector_if_equal_operator(const Args &...) { }
65template <typename, typename, typename... Args> void vector_if_insertion_operator(const Args &...) { }
66template <typename, typename, typename... Args> void vector_modifiers(const Args &...) { }
67
68template<typename Vector, typename Class_>
69void vector_if_copy_constructible(enable_if_t<is_copy_constructible<Vector>::value, Class_> &cl) {
70    cl.def(init<const Vector &>(), "Copy constructor");
71}
72
73template<typename Vector, typename Class_>
74void vector_if_equal_operator(enable_if_t<is_comparable<Vector>::value, Class_> &cl) {
75    using T = typename Vector::value_type;
76
77    cl.def(self == self);
78    cl.def(self != self);
79
80    cl.def("count",
81        [](const Vector &v, const T &x) {
82            return std::count(v.begin(), v.end(), x);
83        },
84        arg("x"),
85        "Return the number of times ``x`` appears in the list"
86    );
87
88    cl.def("remove", [](Vector &v, const T &x) {
89            auto p = std::find(v.begin(), v.end(), x);
90            if (p != v.end())
91                v.erase(p);
92            else
93                throw value_error();
94        },
95        arg("x"),
96        "Remove the first item from the list whose value is x. "
97        "It is an error if there is no such item."
98    );
99
100    cl.def("__contains__",
101        [](const Vector &v, const T &x) {
102            return std::find(v.begin(), v.end(), x) != v.end();
103        },
104        arg("x"),
105        "Return true the container contains ``x``"
106    );
107}
108
109// Vector modifiers -- requires a copyable vector_type:
110// (Technically, some of these (pop and __delitem__) don't actually require copyability, but it seems
111// silly to allow deletion but not insertion, so include them here too.)
112template <typename Vector, typename Class_>
113void vector_modifiers(enable_if_t<is_copy_constructible<typename Vector::value_type>::value, Class_> &cl) {
114    using T = typename Vector::value_type;
115    using SizeType = typename Vector::size_type;
116    using DiffType = typename Vector::difference_type;
117
118    cl.def("append",
119           [](Vector &v, const T &value) { v.push_back(value); },
120           arg("x"),
121           "Add an item to the end of the list");
122
123    cl.def(init([](iterable it) {
124        auto v = std::unique_ptr<Vector>(new Vector());
125        v->reserve(len(it));
126        for (handle h : it)
127           v->push_back(h.cast<T>());
128        return v.release();
129    }));
130
131    cl.def("extend",
132       [](Vector &v, const Vector &src) {
133           v.insert(v.end(), src.begin(), src.end());
134       },
135       arg("L"),
136       "Extend the list by appending all the items in the given list"
137    );
138
139    cl.def("insert",
140        [](Vector &v, SizeType i, const T &x) {
141            if (i > v.size())
142                throw index_error();
143            v.insert(v.begin() + (DiffType) i, x);
144        },
145        arg("i") , arg("x"),
146        "Insert an item at a given position."
147    );
148
149    cl.def("pop",
150        [](Vector &v) {
151            if (v.empty())
152                throw index_error();
153            T t = v.back();
154            v.pop_back();
155            return t;
156        },
157        "Remove and return the last item"
158    );
159
160    cl.def("pop",
161        [](Vector &v, SizeType i) {
162            if (i >= v.size())
163                throw index_error();
164            T t = v[i];
165            v.erase(v.begin() + (DiffType) i);
166            return t;
167        },
168        arg("i"),
169        "Remove and return the item at index ``i``"
170    );
171
172    cl.def("__setitem__",
173        [](Vector &v, SizeType i, const T &t) {
174            if (i >= v.size())
175                throw index_error();
176            v[i] = t;
177        }
178    );
179
180    /// Slicing protocol
181    cl.def("__getitem__",
182        [](const Vector &v, slice slice) -> Vector * {
183            size_t start, stop, step, slicelength;
184
185            if (!slice.compute(v.size(), &start, &stop, &step, &slicelength))
186                throw error_already_set();
187
188            Vector *seq = new Vector();
189            seq->reserve((size_t) slicelength);
190
191            for (size_t i=0; i<slicelength; ++i) {
192                seq->push_back(v[start]);
193                start += step;
194            }
195            return seq;
196        },
197        arg("s"),
198        "Retrieve list elements using a slice object"
199    );
200
201    cl.def("__setitem__",
202        [](Vector &v, slice slice,  const Vector &value) {
203            size_t start, stop, step, slicelength;
204            if (!slice.compute(v.size(), &start, &stop, &step, &slicelength))
205                throw error_already_set();
206
207            if (slicelength != value.size())
208                throw std::runtime_error("Left and right hand size of slice assignment have different sizes!");
209
210            for (size_t i=0; i<slicelength; ++i) {
211                v[start] = value[i];
212                start += step;
213            }
214        },
215        "Assign list elements using a slice object"
216    );
217
218    cl.def("__delitem__",
219        [](Vector &v, SizeType i) {
220            if (i >= v.size())
221                throw index_error();
222            v.erase(v.begin() + DiffType(i));
223        },
224        "Delete the list elements at index ``i``"
225    );
226
227    cl.def("__delitem__",
228        [](Vector &v, slice slice) {
229            size_t start, stop, step, slicelength;
230
231            if (!slice.compute(v.size(), &start, &stop, &step, &slicelength))
232                throw error_already_set();
233
234            if (step == 1 && false) {
235                v.erase(v.begin() + (DiffType) start, v.begin() + DiffType(start + slicelength));
236            } else {
237                for (size_t i = 0; i < slicelength; ++i) {
238                    v.erase(v.begin() + DiffType(start));
239                    start += step - 1;
240                }
241            }
242        },
243        "Delete list elements using a slice object"
244    );
245
246}
247
248// If the type has an operator[] that doesn't return a reference (most notably std::vector<bool>),
249// we have to access by copying; otherwise we return by reference.
250template <typename Vector> using vector_needs_copy = negation<
251    std::is_same<decltype(std::declval<Vector>()[typename Vector::size_type()]), typename Vector::value_type &>>;
252
253// The usual case: access and iterate by reference
254template <typename Vector, typename Class_>
255void vector_accessor(enable_if_t<!vector_needs_copy<Vector>::value, Class_> &cl) {
256    using T = typename Vector::value_type;
257    using SizeType = typename Vector::size_type;
258    using ItType   = typename Vector::iterator;
259
260    cl.def("__getitem__",
261        [](Vector &v, SizeType i) -> T & {
262            if (i >= v.size())
263                throw index_error();
264            return v[i];
265        },
266        return_value_policy::reference_internal // ref + keepalive
267    );
268
269    cl.def("__iter__",
270           [](Vector &v) {
271               return make_iterator<
272                   return_value_policy::reference_internal, ItType, ItType, T&>(
273                   v.begin(), v.end());
274           },
275           keep_alive<0, 1>() /* Essential: keep list alive while iterator exists */
276    );
277}
278
279// The case for special objects, like std::vector<bool>, that have to be returned-by-copy:
280template <typename Vector, typename Class_>
281void vector_accessor(enable_if_t<vector_needs_copy<Vector>::value, Class_> &cl) {
282    using T = typename Vector::value_type;
283    using SizeType = typename Vector::size_type;
284    using ItType   = typename Vector::iterator;
285    cl.def("__getitem__",
286        [](const Vector &v, SizeType i) -> T {
287            if (i >= v.size())
288                throw index_error();
289            return v[i];
290        }
291    );
292
293    cl.def("__iter__",
294           [](Vector &v) {
295               return make_iterator<
296                   return_value_policy::copy, ItType, ItType, T>(
297                   v.begin(), v.end());
298           },
299           keep_alive<0, 1>() /* Essential: keep list alive while iterator exists */
300    );
301}
302
303template <typename Vector, typename Class_> auto vector_if_insertion_operator(Class_ &cl, std::string const &name)
304    -> decltype(std::declval<std::ostream&>() << std::declval<typename Vector::value_type>(), void()) {
305    using size_type = typename Vector::size_type;
306
307    cl.def("__repr__",
308           [name](Vector &v) {
309            std::ostringstream s;
310            s << name << '[';
311            for (size_type i=0; i < v.size(); ++i) {
312                s << v[i];
313                if (i != v.size() - 1)
314                    s << ", ";
315            }
316            s << ']';
317            return s.str();
318        },
319        "Return the canonical string representation of this list."
320    );
321}
322
323// Provide the buffer interface for vectors if we have data() and we have a format for it
324// GCC seems to have "void std::vector<bool>::data()" - doing SFINAE on the existence of data() is insufficient, we need to check it returns an appropriate pointer
325template <typename Vector, typename = void>
326struct vector_has_data_and_format : std::false_type {};
327template <typename Vector>
328struct vector_has_data_and_format<Vector, enable_if_t<std::is_same<decltype(format_descriptor<typename Vector::value_type>::format(), std::declval<Vector>().data()), typename Vector::value_type*>::value>> : std::true_type {};
329
330// Add the buffer interface to a vector
331template <typename Vector, typename Class_, typename... Args>
332enable_if_t<detail::any_of<std::is_same<Args, buffer_protocol>...>::value>
333vector_buffer(Class_& cl) {
334    using T = typename Vector::value_type;
335
336    static_assert(vector_has_data_and_format<Vector>::value, "There is not an appropriate format descriptor for this vector");
337
338    // numpy.h declares this for arbitrary types, but it may raise an exception and crash hard at runtime if PYBIND11_NUMPY_DTYPE hasn't been called, so check here
339    format_descriptor<T>::format();
340
341    cl.def_buffer([](Vector& v) -> buffer_info {
342        return buffer_info(v.data(), static_cast<ssize_t>(sizeof(T)), format_descriptor<T>::format(), 1, {v.size()}, {sizeof(T)});
343    });
344
345    cl.def(init([](buffer buf) {
346        auto info = buf.request();
347        if (info.ndim != 1 || info.strides[0] % static_cast<ssize_t>(sizeof(T)))
348            throw type_error("Only valid 1D buffers can be copied to a vector");
349        if (!detail::compare_buffer_info<T>::compare(info) || (ssize_t) sizeof(T) != info.itemsize)
350            throw type_error("Format mismatch (Python: " + info.format + " C++: " + format_descriptor<T>::format() + ")");
351
352        auto vec = std::unique_ptr<Vector>(new Vector());
353        vec->reserve((size_t) info.shape[0]);
354        T *p = static_cast<T*>(info.ptr);
355        ssize_t step = info.strides[0] / static_cast<ssize_t>(sizeof(T));
356        T *end = p + info.shape[0] * step;
357        for (; p != end; p += step)
358            vec->push_back(*p);
359        return vec.release();
360    }));
361
362    return;
363}
364
365template <typename Vector, typename Class_, typename... Args>
366enable_if_t<!detail::any_of<std::is_same<Args, buffer_protocol>...>::value> vector_buffer(Class_&) {}
367
368NAMESPACE_END(detail)
369
370//
371// std::vector
372//
373template <typename Vector, typename holder_type = std::unique_ptr<Vector>, typename... Args>
374class_<Vector, holder_type> bind_vector(handle scope, std::string const &name, Args&&... args) {
375    using Class_ = class_<Vector, holder_type>;
376
377    // If the value_type is unregistered (e.g. a converting type) or is itself registered
378    // module-local then make the vector binding module-local as well:
379    using vtype = typename Vector::value_type;
380    auto vtype_info = detail::get_type_info(typeid(vtype));
381    bool local = !vtype_info || vtype_info->module_local;
382
383    Class_ cl(scope, name.c_str(), pybind11::module_local(local), std::forward<Args>(args)...);
384
385    // Declare the buffer interface if a buffer_protocol() is passed in
386    detail::vector_buffer<Vector, Class_, Args...>(cl);
387
388    cl.def(init<>());
389
390    // Register copy constructor (if possible)
391    detail::vector_if_copy_constructible<Vector, Class_>(cl);
392
393    // Register comparison-related operators and functions (if possible)
394    detail::vector_if_equal_operator<Vector, Class_>(cl);
395
396    // Register stream insertion operator (if possible)
397    detail::vector_if_insertion_operator<Vector, Class_>(cl, name);
398
399    // Modifiers require copyable vector value type
400    detail::vector_modifiers<Vector, Class_>(cl);
401
402    // Accessor and iterator; return by value if copyable, otherwise we return by ref + keep-alive
403    detail::vector_accessor<Vector, Class_>(cl);
404
405    cl.def("__bool__",
406        [](const Vector &v) -> bool {
407            return !v.empty();
408        },
409        "Check whether the list is nonempty"
410    );
411
412    cl.def("__len__", &Vector::size);
413
414
415
416
417#if 0
418    // C++ style functions deprecated, leaving it here as an example
419    cl.def(init<size_type>());
420
421    cl.def("resize",
422         (void (Vector::*) (size_type count)) & Vector::resize,
423         "changes the number of elements stored");
424
425    cl.def("erase",
426        [](Vector &v, SizeType i) {
427        if (i >= v.size())
428            throw index_error();
429        v.erase(v.begin() + i);
430    }, "erases element at index ``i``");
431
432    cl.def("empty",         &Vector::empty,         "checks whether the container is empty");
433    cl.def("size",          &Vector::size,          "returns the number of elements");
434    cl.def("push_back", (void (Vector::*)(const T&)) &Vector::push_back, "adds an element to the end");
435    cl.def("pop_back",                               &Vector::pop_back, "removes the last element");
436
437    cl.def("max_size",      &Vector::max_size,      "returns the maximum possible number of elements");
438    cl.def("reserve",       &Vector::reserve,       "reserves storage");
439    cl.def("capacity",      &Vector::capacity,      "returns the number of elements that can be held in currently allocated storage");
440    cl.def("shrink_to_fit", &Vector::shrink_to_fit, "reduces memory usage by freeing unused memory");
441
442    cl.def("clear", &Vector::clear, "clears the contents");
443    cl.def("swap",   &Vector::swap, "swaps the contents");
444
445    cl.def("front", [](Vector &v) {
446        if (v.size()) return v.front();
447        else throw index_error();
448    }, "access the first element");
449
450    cl.def("back", [](Vector &v) {
451        if (v.size()) return v.back();
452        else throw index_error();
453    }, "access the last element ");
454
455#endif
456
457    return cl;
458}
459
460
461
462//
463// std::map, std::unordered_map
464//
465
466NAMESPACE_BEGIN(detail)
467
468/* Fallback functions */
469template <typename, typename, typename... Args> void map_if_insertion_operator(const Args &...) { }
470template <typename, typename, typename... Args> void map_assignment(const Args &...) { }
471
472// Map assignment when copy-assignable: just copy the value
473template <typename Map, typename Class_>
474void map_assignment(enable_if_t<std::is_copy_assignable<typename Map::mapped_type>::value, Class_> &cl) {
475    using KeyType = typename Map::key_type;
476    using MappedType = typename Map::mapped_type;
477
478    cl.def("__setitem__",
479           [](Map &m, const KeyType &k, const MappedType &v) {
480               auto it = m.find(k);
481               if (it != m.end()) it->second = v;
482               else m.emplace(k, v);
483           }
484    );
485}
486
487// Not copy-assignable, but still copy-constructible: we can update the value by erasing and reinserting
488template<typename Map, typename Class_>
489void map_assignment(enable_if_t<
490        !std::is_copy_assignable<typename Map::mapped_type>::value &&
491        is_copy_constructible<typename Map::mapped_type>::value,
492        Class_> &cl) {
493    using KeyType = typename Map::key_type;
494    using MappedType = typename Map::mapped_type;
495
496    cl.def("__setitem__",
497           [](Map &m, const KeyType &k, const MappedType &v) {
498               // We can't use m[k] = v; because value type might not be default constructable
499               auto r = m.emplace(k, v);
500               if (!r.second) {
501                   // value type is not copy assignable so the only way to insert it is to erase it first...
502                   m.erase(r.first);
503                   m.emplace(k, v);
504               }
505           }
506    );
507}
508
509
510template <typename Map, typename Class_> auto map_if_insertion_operator(Class_ &cl, std::string const &name)
511-> decltype(std::declval<std::ostream&>() << std::declval<typename Map::key_type>() << std::declval<typename Map::mapped_type>(), void()) {
512
513    cl.def("__repr__",
514           [name](Map &m) {
515            std::ostringstream s;
516            s << name << '{';
517            bool f = false;
518            for (auto const &kv : m) {
519                if (f)
520                    s << ", ";
521                s << kv.first << ": " << kv.second;
522                f = true;
523            }
524            s << '}';
525            return s.str();
526        },
527        "Return the canonical string representation of this map."
528    );
529}
530
531
532NAMESPACE_END(detail)
533
534template <typename Map, typename holder_type = std::unique_ptr<Map>, typename... Args>
535class_<Map, holder_type> bind_map(handle scope, const std::string &name, Args&&... args) {
536    using KeyType = typename Map::key_type;
537    using MappedType = typename Map::mapped_type;
538    using Class_ = class_<Map, holder_type>;
539
540    // If either type is a non-module-local bound type then make the map binding non-local as well;
541    // otherwise (e.g. both types are either module-local or converting) the map will be
542    // module-local.
543    auto tinfo = detail::get_type_info(typeid(MappedType));
544    bool local = !tinfo || tinfo->module_local;
545    if (local) {
546        tinfo = detail::get_type_info(typeid(KeyType));
547        local = !tinfo || tinfo->module_local;
548    }
549
550    Class_ cl(scope, name.c_str(), pybind11::module_local(local), std::forward<Args>(args)...);
551
552    cl.def(init<>());
553
554    // Register stream insertion operator (if possible)
555    detail::map_if_insertion_operator<Map, Class_>(cl, name);
556
557    cl.def("__bool__",
558        [](const Map &m) -> bool { return !m.empty(); },
559        "Check whether the map is nonempty"
560    );
561
562    cl.def("__iter__",
563           [](Map &m) { return make_key_iterator(m.begin(), m.end()); },
564           keep_alive<0, 1>() /* Essential: keep list alive while iterator exists */
565    );
566
567    cl.def("items",
568           [](Map &m) { return make_iterator(m.begin(), m.end()); },
569           keep_alive<0, 1>() /* Essential: keep list alive while iterator exists */
570    );
571
572    cl.def("__getitem__",
573        [](Map &m, const KeyType &k) -> MappedType & {
574            auto it = m.find(k);
575            if (it == m.end())
576              throw key_error();
577           return it->second;
578        },
579        return_value_policy::reference_internal // ref + keepalive
580    );
581
582    // Assignment provided only if the type is copyable
583    detail::map_assignment<Map, Class_>(cl);
584
585    cl.def("__delitem__",
586           [](Map &m, const KeyType &k) {
587               auto it = m.find(k);
588               if (it == m.end())
589                   throw key_error();
590               return m.erase(it);
591           }
592    );
593
594    cl.def("__len__", &Map::size);
595
596    return cl;
597}
598
599NAMESPACE_END(PYBIND11_NAMESPACE)
600