/* pybind11/std_bind.h: Binding generators for STL data types Copyright (c) 2016 Sergey Lyskov and Wenzel Jakob All rights reserved. Use of this source code is governed by a BSD-style license that can be found in the LICENSE file. */ #pragma once #include "detail/common.h" #include "operators.h" #include #include PYBIND11_NAMESPACE_BEGIN(PYBIND11_NAMESPACE) PYBIND11_NAMESPACE_BEGIN(detail) /* SFINAE helper class used by 'is_comparable */ template struct container_traits { template static std::true_type test_comparable(decltype(std::declval() == std::declval()) *); template static std::false_type test_comparable(...); template static std::true_type test_value(typename T2::value_type *); template static std::false_type test_value(...); template static std::true_type test_pair(typename T2::first_type *, typename T2::second_type *); template static std::false_type test_pair(...); static constexpr const bool is_comparable = std::is_same(nullptr))>::value; static constexpr const bool is_pair = std::is_same(nullptr, nullptr))>::value; static constexpr const bool is_vector = std::is_same(nullptr))>::value; static constexpr const bool is_element = !is_pair && !is_vector; }; /* Default: is_comparable -> std::false_type */ template struct is_comparable : std::false_type {}; /* For non-map data structures, check whether operator== can be instantiated */ template struct is_comparable< T, enable_if_t::is_element && container_traits::is_comparable>> : std::true_type {}; /* For a vector/map data structure, recursively check the value type (which is std::pair for maps) */ template struct is_comparable::is_vector>> { static constexpr const bool value = is_comparable::value; }; /* For pairs, recursively check the two data types */ template struct is_comparable::is_pair>> { static constexpr const bool value = is_comparable::value && is_comparable::value; }; /* Fallback functions */ template void vector_if_copy_constructible(const Args &...) {} template void vector_if_equal_operator(const Args &...) {} template void vector_if_insertion_operator(const Args &...) {} template void vector_modifiers(const Args &...) {} template void vector_if_copy_constructible(enable_if_t::value, Class_> &cl) { cl.def(init(), "Copy constructor"); } template void vector_if_equal_operator(enable_if_t::value, Class_> &cl) { using T = typename Vector::value_type; cl.def(self == self); cl.def(self != self); cl.def( "count", [](const Vector &v, const T &x) { return std::count(v.begin(), v.end(), x); }, arg("x"), "Return the number of times ``x`` appears in the list"); cl.def( "remove", [](Vector &v, const T &x) { auto p = std::find(v.begin(), v.end(), x); if (p != v.end()) { v.erase(p); } else { throw value_error(); } }, arg("x"), "Remove the first item from the list whose value is x. " "It is an error if there is no such item."); cl.def( "__contains__", [](const Vector &v, const T &x) { return std::find(v.begin(), v.end(), x) != v.end(); }, arg("x"), "Return true the container contains ``x``"); } // Vector modifiers -- requires a copyable vector_type: // (Technically, some of these (pop and __delitem__) don't actually require copyability, but it // seems silly to allow deletion but not insertion, so include them here too.) template void vector_modifiers( enable_if_t::value, Class_> &cl) { using T = typename Vector::value_type; using SizeType = typename Vector::size_type; using DiffType = typename Vector::difference_type; auto wrap_i = [](DiffType i, SizeType n) { if (i < 0) { i += n; } if (i < 0 || (SizeType) i >= n) { throw index_error(); } return i; }; cl.def( "append", [](Vector &v, const T &value) { v.push_back(value); }, arg("x"), "Add an item to the end of the list"); cl.def(init([](const iterable &it) { auto v = std::unique_ptr(new Vector()); v->reserve(len_hint(it)); for (handle h : it) { v->push_back(h.cast()); } return v.release(); })); cl.def( "clear", [](Vector &v) { v.clear(); }, "Clear the contents"); cl.def( "extend", [](Vector &v, const Vector &src) { v.insert(v.end(), src.begin(), src.end()); }, arg("L"), "Extend the list by appending all the items in the given list"); cl.def( "extend", [](Vector &v, const iterable &it) { const size_t old_size = v.size(); v.reserve(old_size + len_hint(it)); try { for (handle h : it) { v.push_back(h.cast()); } } catch (const cast_error &) { v.erase(v.begin() + static_cast(old_size), v.end()); try { v.shrink_to_fit(); } catch (const std::exception &) { // Do nothing } throw; } }, arg("L"), "Extend the list by appending all the items in the given list"); cl.def( "insert", [](Vector &v, DiffType i, const T &x) { // Can't use wrap_i; i == v.size() is OK if (i < 0) { i += v.size(); } if (i < 0 || (SizeType) i > v.size()) { throw index_error(); } v.insert(v.begin() + i, x); }, arg("i"), arg("x"), "Insert an item at a given position."); cl.def( "pop", [](Vector &v) { if (v.empty()) { throw index_error(); } T t = std::move(v.back()); v.pop_back(); return t; }, "Remove and return the last item"); cl.def( "pop", [wrap_i](Vector &v, DiffType i) { i = wrap_i(i, v.size()); T t = std::move(v[(SizeType) i]); v.erase(std::next(v.begin(), i)); return t; }, arg("i"), "Remove and return the item at index ``i``"); cl.def("__setitem__", [wrap_i](Vector &v, DiffType i, const T &t) { i = wrap_i(i, v.size()); v[(SizeType) i] = t; }); /// Slicing protocol cl.def( "__getitem__", [](const Vector &v, slice slice) -> Vector * { size_t start = 0, stop = 0, step = 0, slicelength = 0; if (!slice.compute(v.size(), &start, &stop, &step, &slicelength)) { throw error_already_set(); } auto *seq = new Vector(); seq->reserve((size_t) slicelength); for (size_t i = 0; i < slicelength; ++i) { seq->push_back(v[start]); start += step; } return seq; }, arg("s"), "Retrieve list elements using a slice object"); cl.def( "__setitem__", [](Vector &v, slice slice, const Vector &value) { size_t start = 0, stop = 0, step = 0, slicelength = 0; if (!slice.compute(v.size(), &start, &stop, &step, &slicelength)) { throw error_already_set(); } if (slicelength != value.size()) { throw std::runtime_error( "Left and right hand size of slice assignment have different sizes!"); } for (size_t i = 0; i < slicelength; ++i) { v[start] = value[i]; start += step; } }, "Assign list elements using a slice object"); cl.def( "__delitem__", [wrap_i](Vector &v, DiffType i) { i = wrap_i(i, v.size()); v.erase(v.begin() + i); }, "Delete the list elements at index ``i``"); cl.def( "__delitem__", [](Vector &v, slice slice) { size_t start = 0, stop = 0, step = 0, slicelength = 0; if (!slice.compute(v.size(), &start, &stop, &step, &slicelength)) { throw error_already_set(); } if (step == 1 && false) { v.erase(v.begin() + (DiffType) start, v.begin() + DiffType(start + slicelength)); } else { for (size_t i = 0; i < slicelength; ++i) { v.erase(v.begin() + DiffType(start)); start += step - 1; } } }, "Delete list elements using a slice object"); } // If the type has an operator[] that doesn't return a reference (most notably std::vector), // we have to access by copying; otherwise we return by reference. template using vector_needs_copy = negation()[typename Vector::size_type()]), typename Vector::value_type &>>; // The usual case: access and iterate by reference template void vector_accessor(enable_if_t::value, Class_> &cl) { using T = typename Vector::value_type; using SizeType = typename Vector::size_type; using DiffType = typename Vector::difference_type; using ItType = typename Vector::iterator; auto wrap_i = [](DiffType i, SizeType n) { if (i < 0) { i += n; } if (i < 0 || (SizeType) i >= n) { throw index_error(); } return i; }; cl.def( "__getitem__", [wrap_i](Vector &v, DiffType i) -> T & { i = wrap_i(i, v.size()); return v[(SizeType) i]; }, return_value_policy::reference_internal // ref + keepalive ); cl.def( "__iter__", [](Vector &v) { return make_iterator( v.begin(), v.end()); }, keep_alive<0, 1>() /* Essential: keep list alive while iterator exists */ ); } // The case for special objects, like std::vector, that have to be returned-by-copy: template void vector_accessor(enable_if_t::value, Class_> &cl) { using T = typename Vector::value_type; using SizeType = typename Vector::size_type; using DiffType = typename Vector::difference_type; using ItType = typename Vector::iterator; cl.def("__getitem__", [](const Vector &v, DiffType i) -> T { if (i < 0 && (i += v.size()) < 0) { throw index_error(); } if ((SizeType) i >= v.size()) { throw index_error(); } return v[(SizeType) i]; }); cl.def( "__iter__", [](Vector &v) { return make_iterator(v.begin(), v.end()); }, keep_alive<0, 1>() /* Essential: keep list alive while iterator exists */ ); } template auto vector_if_insertion_operator(Class_ &cl, std::string const &name) -> decltype(std::declval() << std::declval(), void()) { using size_type = typename Vector::size_type; cl.def( "__repr__", [name](Vector &v) { std::ostringstream s; s << name << '['; for (size_type i = 0; i < v.size(); ++i) { s << v[i]; if (i != v.size() - 1) { s << ", "; } } s << ']'; return s.str(); }, "Return the canonical string representation of this list."); } // Provide the buffer interface for vectors if we have data() and we have a format for it // GCC seems to have "void std::vector::data()" - doing SFINAE on the existence of data() // is insufficient, we need to check it returns an appropriate pointer template struct vector_has_data_and_format : std::false_type {}; template struct vector_has_data_and_format< Vector, enable_if_t::format(), std::declval().data()), typename Vector::value_type *>::value>> : std::true_type {}; // [workaround(intel)] Separate function required here // Workaround as the Intel compiler does not compile the enable_if_t part below // (tested with icc (ICC) 2021.1 Beta 20200827) template constexpr bool args_any_are_buffer() { return detail::any_of...>::value; } // [workaround(intel)] Separate function required here // [workaround(msvc)] Can't use constexpr bool in return type // Add the buffer interface to a vector template void vector_buffer_impl(Class_ &cl, std::true_type) { using T = typename Vector::value_type; static_assert(vector_has_data_and_format::value, "There is not an appropriate format descriptor for this vector"); // 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 format_descriptor::format(); cl.def_buffer([](Vector &v) -> buffer_info { return buffer_info(v.data(), static_cast(sizeof(T)), format_descriptor::format(), 1, {v.size()}, {sizeof(T)}); }); cl.def(init([](const buffer &buf) { auto info = buf.request(); if (info.ndim != 1 || info.strides[0] % static_cast(sizeof(T))) { throw type_error("Only valid 1D buffers can be copied to a vector"); } if (!detail::compare_buffer_info::compare(info) || (ssize_t) sizeof(T) != info.itemsize) { throw type_error("Format mismatch (Python: " + info.format + " C++: " + format_descriptor::format() + ")"); } T *p = static_cast(info.ptr); ssize_t step = info.strides[0] / static_cast(sizeof(T)); T *end = p + info.shape[0] * step; if (step == 1) { return Vector(p, end); } Vector vec; vec.reserve((size_t) info.shape[0]); for (; p != end; p += step) { vec.push_back(*p); } return vec; })); return; } template void vector_buffer_impl(Class_ &, std::false_type) {} template void vector_buffer(Class_ &cl) { vector_buffer_impl( cl, detail::any_of...>{}); } PYBIND11_NAMESPACE_END(detail) // // std::vector // template , typename... Args> class_ bind_vector(handle scope, std::string const &name, Args &&...args) { using Class_ = class_; // If the value_type is unregistered (e.g. a converting type) or is itself registered // module-local then make the vector binding module-local as well: using vtype = typename Vector::value_type; auto *vtype_info = detail::get_type_info(typeid(vtype)); bool local = !vtype_info || vtype_info->module_local; Class_ cl(scope, name.c_str(), pybind11::module_local(local), std::forward(args)...); // Declare the buffer interface if a buffer_protocol() is passed in detail::vector_buffer(cl); cl.def(init<>()); // Register copy constructor (if possible) detail::vector_if_copy_constructible(cl); // Register comparison-related operators and functions (if possible) detail::vector_if_equal_operator(cl); // Register stream insertion operator (if possible) detail::vector_if_insertion_operator(cl, name); // Modifiers require copyable vector value type detail::vector_modifiers(cl); // Accessor and iterator; return by value if copyable, otherwise we return by ref + keep-alive detail::vector_accessor(cl); cl.def( "__bool__", [](const Vector &v) -> bool { return !v.empty(); }, "Check whether the list is nonempty"); cl.def("__len__", &Vector::size); #if 0 // C++ style functions deprecated, leaving it here as an example cl.def(init()); cl.def("resize", (void (Vector::*) (size_type count)) & Vector::resize, "changes the number of elements stored"); cl.def("erase", [](Vector &v, SizeType i) { if (i >= v.size()) throw index_error(); v.erase(v.begin() + i); }, "erases element at index ``i``"); cl.def("empty", &Vector::empty, "checks whether the container is empty"); cl.def("size", &Vector::size, "returns the number of elements"); cl.def("push_back", (void (Vector::*)(const T&)) &Vector::push_back, "adds an element to the end"); cl.def("pop_back", &Vector::pop_back, "removes the last element"); cl.def("max_size", &Vector::max_size, "returns the maximum possible number of elements"); cl.def("reserve", &Vector::reserve, "reserves storage"); cl.def("capacity", &Vector::capacity, "returns the number of elements that can be held in currently allocated storage"); cl.def("shrink_to_fit", &Vector::shrink_to_fit, "reduces memory usage by freeing unused memory"); cl.def("clear", &Vector::clear, "clears the contents"); cl.def("swap", &Vector::swap, "swaps the contents"); cl.def("front", [](Vector &v) { if (v.size()) return v.front(); else throw index_error(); }, "access the first element"); cl.def("back", [](Vector &v) { if (v.size()) return v.back(); else throw index_error(); }, "access the last element "); #endif return cl; } // // std::map, std::unordered_map // PYBIND11_NAMESPACE_BEGIN(detail) /* Fallback functions */ template void map_if_insertion_operator(const Args &...) {} template void map_assignment(const Args &...) {} // Map assignment when copy-assignable: just copy the value template void map_assignment( enable_if_t::value, Class_> &cl) { using KeyType = typename Map::key_type; using MappedType = typename Map::mapped_type; cl.def("__setitem__", [](Map &m, const KeyType &k, const MappedType &v) { auto it = m.find(k); if (it != m.end()) { it->second = v; } else { m.emplace(k, v); } }); } // Not copy-assignable, but still copy-constructible: we can update the value by erasing and // reinserting template void map_assignment(enable_if_t::value && is_copy_constructible::value, Class_> &cl) { using KeyType = typename Map::key_type; using MappedType = typename Map::mapped_type; cl.def("__setitem__", [](Map &m, const KeyType &k, const MappedType &v) { // We can't use m[k] = v; because value type might not be default constructable auto r = m.emplace(k, v); if (!r.second) { // value type is not copy assignable so the only way to insert it is to erase it // first... m.erase(r.first); m.emplace(k, v); } }); } template auto map_if_insertion_operator(Class_ &cl, std::string const &name) -> decltype(std::declval() << std::declval() << std::declval(), void()) { cl.def( "__repr__", [name](Map &m) { std::ostringstream s; s << name << '{'; bool f = false; for (auto const &kv : m) { if (f) { s << ", "; } s << kv.first << ": " << kv.second; f = true; } s << '}'; return s.str(); }, "Return the canonical string representation of this map."); } template struct keys_view { Map ↦ }; template struct values_view { Map ↦ }; template struct items_view { Map ↦ }; PYBIND11_NAMESPACE_END(detail) template , typename... Args> class_ bind_map(handle scope, const std::string &name, Args &&...args) { using KeyType = typename Map::key_type; using MappedType = typename Map::mapped_type; using KeysView = detail::keys_view; using ValuesView = detail::values_view; using ItemsView = detail::items_view; using Class_ = class_; // If either type is a non-module-local bound type then make the map binding non-local as well; // otherwise (e.g. both types are either module-local or converting) the map will be // module-local. auto *tinfo = detail::get_type_info(typeid(MappedType)); bool local = !tinfo || tinfo->module_local; if (local) { tinfo = detail::get_type_info(typeid(KeyType)); local = !tinfo || tinfo->module_local; } Class_ cl(scope, name.c_str(), pybind11::module_local(local), std::forward(args)...); class_ keys_view( scope, ("KeysView[" + name + "]").c_str(), pybind11::module_local(local)); class_ values_view( scope, ("ValuesView[" + name + "]").c_str(), pybind11::module_local(local)); class_ items_view( scope, ("ItemsView[" + name + "]").c_str(), pybind11::module_local(local)); cl.def(init<>()); // Register stream insertion operator (if possible) detail::map_if_insertion_operator(cl, name); cl.def( "__bool__", [](const Map &m) -> bool { return !m.empty(); }, "Check whether the map is nonempty"); cl.def( "__iter__", [](Map &m) { return make_key_iterator(m.begin(), m.end()); }, keep_alive<0, 1>() /* Essential: keep map alive while iterator exists */ ); cl.def( "keys", [](Map &m) { return KeysView{m}; }, keep_alive<0, 1>() /* Essential: keep map alive while view exists */ ); cl.def( "values", [](Map &m) { return ValuesView{m}; }, keep_alive<0, 1>() /* Essential: keep map alive while view exists */ ); cl.def( "items", [](Map &m) { return ItemsView{m}; }, keep_alive<0, 1>() /* Essential: keep map alive while view exists */ ); cl.def( "__getitem__", [](Map &m, const KeyType &k) -> MappedType & { auto it = m.find(k); if (it == m.end()) { throw key_error(); } return it->second; }, return_value_policy::reference_internal // ref + keepalive ); cl.def("__contains__", [](Map &m, const KeyType &k) -> bool { auto it = m.find(k); if (it == m.end()) { return false; } return true; }); // Fallback for when the object is not of the key type cl.def("__contains__", [](Map &, const object &) -> bool { return false; }); // Assignment provided only if the type is copyable detail::map_assignment(cl); cl.def("__delitem__", [](Map &m, const KeyType &k) { auto it = m.find(k); if (it == m.end()) { throw key_error(); } m.erase(it); }); cl.def("__len__", &Map::size); keys_view.def("__len__", [](KeysView &view) { return view.map.size(); }); keys_view.def( "__iter__", [](KeysView &view) { return make_key_iterator(view.map.begin(), view.map.end()); }, keep_alive<0, 1>() /* Essential: keep view alive while iterator exists */ ); keys_view.def("__contains__", [](KeysView &view, const KeyType &k) -> bool { auto it = view.map.find(k); if (it == view.map.end()) { return false; } return true; }); // Fallback for when the object is not of the key type keys_view.def("__contains__", [](KeysView &, const object &) -> bool { return false; }); values_view.def("__len__", [](ValuesView &view) { return view.map.size(); }); values_view.def( "__iter__", [](ValuesView &view) { return make_value_iterator(view.map.begin(), view.map.end()); }, keep_alive<0, 1>() /* Essential: keep view alive while iterator exists */ ); items_view.def("__len__", [](ItemsView &view) { return view.map.size(); }); items_view.def( "__iter__", [](ItemsView &view) { return make_iterator(view.map.begin(), view.map.end()); }, keep_alive<0, 1>() /* Essential: keep view alive while iterator exists */ ); return cl; } PYBIND11_NAMESPACE_END(PYBIND11_NAMESPACE)