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/*
pybind11/stl.h: Transparent conversion for STL data types
Copyright (c) 2016 Wenzel Jakob <wenzel.jakob@epfl.ch>
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 "pybind11.h"
#include "detail/common.h"
#include "detail/descr.h"
#include "detail/type_caster_base.h"
#include <deque>
#include <initializer_list>
#include <list>
#include <map>
#include <memory>
#include <ostream>
#include <set>
#include <unordered_map>
#include <unordered_set>
#include <valarray>
// See `detail/common.h` for implementation of these guards.
#if defined(PYBIND11_HAS_OPTIONAL)
# include <optional>
#elif defined(PYBIND11_HAS_EXP_OPTIONAL)
# include <experimental/optional>
#endif
#if defined(PYBIND11_HAS_VARIANT)
# include <variant>
#endif
PYBIND11_NAMESPACE_BEGIN(PYBIND11_NAMESPACE)
PYBIND11_NAMESPACE_BEGIN(detail)
//
// Begin: Equivalent of
// https://github.com/google/clif/blob/ae4eee1de07cdf115c0c9bf9fec9ff28efce6f6c/clif/python/runtime.cc#L388-L438
/*
The three `object_is_convertible_to_*()` functions below are
the result of converging the behaviors of pybind11 and PyCLIF
(http://github.com/google/clif).
Originally PyCLIF was extremely far on the permissive side of the spectrum,
while pybind11 was very far on the strict side. Originally PyCLIF accepted any
Python iterable as input for a C++ `vector`/`set`/`map` argument, as long as
the elements were convertible. The obvious (in hindsight) problem was that
any empty Python iterable could be passed to any of these C++ types, e.g. `{}`
was accepted for C++ `vector`/`set` arguments, or `[]` for C++ `map` arguments.
The functions below strike a practical permissive-vs-strict compromise,
informed by tens of thousands of use cases in the wild. A main objective is
to prevent accidents and improve readability:
- Python literals must match the C++ types.
- For C++ `set`: The potentially reducing conversion from a Python sequence
(e.g. Python `list` or `tuple`) to a C++ `set` must be explicit, by going
through a Python `set`.
- However, a Python `set` can still be passed to a C++ `vector`. The rationale
is that this conversion is not reducing. Implicit conversions of this kind
are also fairly commonly used, therefore enforcing explicit conversions
would have an unfavorable cost : benefit ratio; more sloppily speaking,
such an enforcement would be more annoying than helpful.
Additional checks have been added to allow types derived from `collections.abc.Set` and
`collections.abc.Mapping` (`collections.abc.Sequence` is already allowed by `PySequence_Check`).
*/
inline bool object_is_instance_with_one_of_tp_names(PyObject *obj,
std::initializer_list<const char *> tp_names) {
if (PyType_Check(obj)) {
return false;
}
const char *obj_tp_name = Py_TYPE(obj)->tp_name;
for (const auto *tp_name : tp_names) {
if (std::strcmp(obj_tp_name, tp_name) == 0) {
return true;
}
}
return false;
}
inline bool object_is_convertible_to_std_vector(const handle &src) {
// Allow sequence-like objects, but not (byte-)string-like objects.
if (PySequence_Check(src.ptr()) != 0) {
return !PyUnicode_Check(src.ptr()) && !PyBytes_Check(src.ptr());
}
// Allow generators, set/frozenset and several common iterable types.
return (PyGen_Check(src.ptr()) != 0) || (PyAnySet_Check(src.ptr()) != 0)
|| object_is_instance_with_one_of_tp_names(
src.ptr(), {"dict_keys", "dict_values", "dict_items", "map", "zip"});
}
inline bool object_is_convertible_to_std_set(const handle &src, bool convert) {
// Allow set/frozenset and dict keys.
// In convert mode: also allow types derived from collections.abc.Set.
return ((PyAnySet_Check(src.ptr()) != 0)
|| object_is_instance_with_one_of_tp_names(src.ptr(), {"dict_keys"}))
|| (convert && isinstance(src, module_::import("collections.abc").attr("Set")));
}
inline bool object_is_convertible_to_std_map(const handle &src, bool convert) {
// Allow dict.
if (PyDict_Check(src.ptr())) {
return true;
}
// Allow types conforming to Mapping Protocol.
// According to https://docs.python.org/3/c-api/mapping.html, `PyMappingCheck()` checks for
// `__getitem__()` without checking the type of keys. In order to restrict the allowed types
// closer to actual Mapping-like types, we also check for the `items()` method.
if (PyMapping_Check(src.ptr()) != 0) {
PyObject *items = PyObject_GetAttrString(src.ptr(), "items");
if (items != nullptr) {
bool is_convertible = (PyCallable_Check(items) != 0);
Py_DECREF(items);
if (is_convertible) {
return true;
}
} else {
PyErr_Clear();
}
}
// In convert mode: Allow types derived from collections.abc.Mapping
return convert && isinstance(src, module_::import("collections.abc").attr("Mapping"));
}
//
// End: Equivalent of clif/python/runtime.cc
//
/// Extracts an const lvalue reference or rvalue reference for U based on the type of T (e.g. for
/// forwarding a container element). Typically used indirect via forwarded_type(), below.
template <typename T, typename U>
using forwarded_type = conditional_t<std::is_lvalue_reference<T>::value,
remove_reference_t<U> &,
remove_reference_t<U> &&>;
/// Forwards a value U as rvalue or lvalue according to whether T is rvalue or lvalue; typically
/// used for forwarding a container's elements.
template <typename T, typename U>
constexpr forwarded_type<T, U> forward_like(U &&u) {
return std::forward<detail::forwarded_type<T, U>>(std::forward<U>(u));
}
// Checks if a container has a STL style reserve method.
// This will only return true for a `reserve()` with a `void` return.
template <typename C>
using has_reserve_method = std::is_same<decltype(std::declval<C>().reserve(0)), void>;
template <typename Type, typename Key>
struct set_caster {
using type = Type;
using key_conv = make_caster<Key>;
private:
template <typename T = Type, enable_if_t<has_reserve_method<T>::value, int> = 0>
void reserve_maybe(const anyset &s, Type *) {
value.reserve(s.size());
}
void reserve_maybe(const anyset &, void *) {}
bool convert_iterable(const iterable &itbl, bool convert) {
for (const auto &it : itbl) {
key_conv conv;
if (!conv.load(it, convert)) {
return false;
}
value.insert(cast_op<Key &&>(std::move(conv)));
}
return true;
}
bool convert_anyset(const anyset &s, bool convert) {
value.clear();
reserve_maybe(s, &value);
return convert_iterable(s, convert);
}
public:
bool load(handle src, bool convert) {
if (!object_is_convertible_to_std_set(src, convert)) {
return false;
}
if (isinstance<anyset>(src)) {
value.clear();
return convert_anyset(reinterpret_borrow<anyset>(src), convert);
}
if (!convert) {
return false;
}
assert(isinstance<iterable>(src));
value.clear();
return convert_iterable(reinterpret_borrow<iterable>(src), convert);
}
template <typename T>
static handle cast(T &&src, return_value_policy policy, handle parent) {
if (!std::is_lvalue_reference<T>::value) {
policy = return_value_policy_override<Key>::policy(policy);
}
pybind11::set s;
for (auto &&value : src) {
auto value_ = reinterpret_steal<object>(
key_conv::cast(detail::forward_like<T>(value), policy, parent));
if (!value_ || !s.add(std::move(value_))) {
return handle();
}
}
return s.release();
}
PYBIND11_TYPE_CASTER(type,
io_name("collections.abc.Set", "set") + const_name("[") + key_conv::name
+ const_name("]"));
};
template <typename Type, typename Key, typename Value>
struct map_caster {
using key_conv = make_caster<Key>;
using value_conv = make_caster<Value>;
private:
template <typename T = Type, enable_if_t<has_reserve_method<T>::value, int> = 0>
void reserve_maybe(const dict &d, Type *) {
value.reserve(d.size());
}
void reserve_maybe(const dict &, void *) {}
bool convert_elements(const dict &d, bool convert) {
value.clear();
reserve_maybe(d, &value);
for (const auto &it : d) {
key_conv kconv;
value_conv vconv;
if (!kconv.load(it.first.ptr(), convert) || !vconv.load(it.second.ptr(), convert)) {
return false;
}
value.emplace(cast_op<Key &&>(std::move(kconv)), cast_op<Value &&>(std::move(vconv)));
}
return true;
}
public:
bool load(handle src, bool convert) {
if (!object_is_convertible_to_std_map(src, convert)) {
return false;
}
if (isinstance<dict>(src)) {
return convert_elements(reinterpret_borrow<dict>(src), convert);
}
if (!convert) {
return false;
}
auto items = reinterpret_steal<object>(PyMapping_Items(src.ptr()));
if (!items) {
throw error_already_set();
}
assert(isinstance<iterable>(items));
return convert_elements(dict(reinterpret_borrow<iterable>(items)), convert);
}
template <typename T>
static handle cast(T &&src, return_value_policy policy, handle parent) {
dict d;
return_value_policy policy_key = policy;
return_value_policy policy_value = policy;
if (!std::is_lvalue_reference<T>::value) {
policy_key = return_value_policy_override<Key>::policy(policy_key);
policy_value = return_value_policy_override<Value>::policy(policy_value);
}
for (auto &&kv : src) {
auto key = reinterpret_steal<object>(
key_conv::cast(detail::forward_like<T>(kv.first), policy_key, parent));
auto value = reinterpret_steal<object>(
value_conv::cast(detail::forward_like<T>(kv.second), policy_value, parent));
if (!key || !value) {
return handle();
}
d[std::move(key)] = std::move(value);
}
return d.release();
}
PYBIND11_TYPE_CASTER(Type,
io_name("collections.abc.Mapping", "dict") + const_name("[")
+ key_conv::name + const_name(", ") + value_conv::name
+ const_name("]"));
};
template <typename Type, typename Value>
struct list_caster {
using value_conv = make_caster<Value>;
bool load(handle src, bool convert) {
if (!object_is_convertible_to_std_vector(src)) {
return false;
}
if (isinstance<sequence>(src)) {
return convert_elements(src, convert);
}
if (!convert) {
return false;
}
// Designed to be behavior-equivalent to passing tuple(src) from Python:
// The conversion to a tuple will first exhaust the generator object, to ensure that
// the generator is not left in an unpredictable (to the caller) partially-consumed
// state.
assert(isinstance<iterable>(src));
return convert_elements(tuple(reinterpret_borrow<iterable>(src)), convert);
}
private:
template <typename T = Type, enable_if_t<has_reserve_method<T>::value, int> = 0>
void reserve_maybe(const sequence &s, Type *) {
value.reserve(s.size());
}
void reserve_maybe(const sequence &, void *) {}
bool convert_elements(handle seq, bool convert) {
auto s = reinterpret_borrow<sequence>(seq);
value.clear();
reserve_maybe(s, &value);
for (const auto &it : seq) {
value_conv conv;
if (!conv.load(it, convert)) {
return false;
}
value.push_back(cast_op<Value &&>(std::move(conv)));
}
return true;
}
public:
template <typename T>
static handle cast(T &&src, return_value_policy policy, handle parent) {
if (!std::is_lvalue_reference<T>::value) {
policy = return_value_policy_override<Value>::policy(policy);
}
list l(src.size());
ssize_t index = 0;
for (auto &&value : src) {
auto value_ = reinterpret_steal<object>(
value_conv::cast(detail::forward_like<T>(value), policy, parent));
if (!value_) {
return handle();
}
PyList_SET_ITEM(l.ptr(), index++, value_.release().ptr()); // steals a reference
}
return l.release();
}
PYBIND11_TYPE_CASTER(Type,
io_name("collections.abc.Sequence", "list") + const_name("[")
+ value_conv::name + const_name("]"));
};
template <typename Type, typename Alloc>
struct type_caster<std::vector<Type, Alloc>> : list_caster<std::vector<Type, Alloc>, Type> {};
template <typename Type, typename Alloc>
struct type_caster<std::deque<Type, Alloc>> : list_caster<std::deque<Type, Alloc>, Type> {};
template <typename Type, typename Alloc>
struct type_caster<std::list<Type, Alloc>> : list_caster<std::list<Type, Alloc>, Type> {};
template <typename ArrayType, typename V, size_t... I>
ArrayType vector_to_array_impl(V &&v, index_sequence<I...>) {
return {{std::move(v[I])...}};
}
// Based on https://en.cppreference.com/w/cpp/container/array/to_array
template <typename ArrayType, size_t N, typename V>
ArrayType vector_to_array(V &&v) {
return vector_to_array_impl<ArrayType, V>(std::forward<V>(v), make_index_sequence<N>{});
}
template <typename ArrayType, typename Value, bool Resizable, size_t Size = 0>
struct array_caster {
using value_conv = make_caster<Value>;
private:
std::unique_ptr<ArrayType> value;
template <bool R = Resizable, enable_if_t<R, int> = 0>
bool convert_elements(handle seq, bool convert) {
auto l = reinterpret_borrow<sequence>(seq);
value.reset(new ArrayType{});
// Using `resize` to preserve the behavior exactly as it was before PR #5305
// For the `resize` to work, `Value` must be default constructible.
// For `std::valarray`, this is a requirement:
// https://en.cppreference.com/w/cpp/named_req/NumericType
value->resize(l.size());
size_t ctr = 0;
for (const auto &it : l) {
value_conv conv;
if (!conv.load(it, convert)) {
return false;
}
(*value)[ctr++] = cast_op<Value &&>(std::move(conv));
}
return true;
}
template <bool R = Resizable, enable_if_t<!R, int> = 0>
bool convert_elements(handle seq, bool convert) {
auto l = reinterpret_borrow<sequence>(seq);
if (l.size() != Size) {
return false;
}
// The `temp` storage is needed to support `Value` types that are not
// default-constructible.
// Deliberate choice: no template specializations, for simplicity, and
// because the compile time overhead for the specializations is deemed
// more significant than the runtime overhead for the `temp` storage.
std::vector<Value> temp;
temp.reserve(l.size());
for (auto it : l) {
value_conv conv;
if (!conv.load(it, convert)) {
return false;
}
temp.emplace_back(cast_op<Value &&>(std::move(conv)));
}
value.reset(new ArrayType(vector_to_array<ArrayType, Size>(std::move(temp))));
return true;
}
public:
bool load(handle src, bool convert) {
if (!object_is_convertible_to_std_vector(src)) {
return false;
}
if (isinstance<sequence>(src)) {
return convert_elements(src, convert);
}
if (!convert) {
return false;
}
// Designed to be behavior-equivalent to passing tuple(src) from Python:
// The conversion to a tuple will first exhaust the generator object, to ensure that
// the generator is not left in an unpredictable (to the caller) partially-consumed
// state.
assert(isinstance<iterable>(src));
return convert_elements(tuple(reinterpret_borrow<iterable>(src)), convert);
}
template <typename T>
static handle cast(T &&src, return_value_policy policy, handle parent) {
list l(src.size());
ssize_t index = 0;
for (auto &&value : src) {
auto value_ = reinterpret_steal<object>(
value_conv::cast(detail::forward_like<T>(value), policy, parent));
if (!value_) {
return handle();
}
PyList_SET_ITEM(l.ptr(), index++, value_.release().ptr()); // steals a reference
}
return l.release();
}
// Code copied from PYBIND11_TYPE_CASTER macro.
// Intentionally preserving the behavior exactly as it was before PR #5305
template <typename T_, enable_if_t<std::is_same<ArrayType, remove_cv_t<T_>>::value, int> = 0>
static handle cast(T_ *src, return_value_policy policy, handle parent) {
if (!src) {
return none().release();
}
if (policy == return_value_policy::take_ownership) {
auto h = cast(std::move(*src), policy, parent);
delete src; // WARNING: Assumes `src` was allocated with `new`.
return h;
}
return cast(*src, policy, parent);
}
// NOLINTNEXTLINE(google-explicit-constructor)
operator ArrayType *() { return &(*value); }
// NOLINTNEXTLINE(google-explicit-constructor)
operator ArrayType &() { return *value; }
// NOLINTNEXTLINE(google-explicit-constructor)
operator ArrayType &&() && { return std::move(*value); }
template <typename T_>
using cast_op_type = movable_cast_op_type<T_>;
static constexpr auto name
= const_name<Resizable>(const_name(""), const_name("typing.Annotated["))
+ io_name("collections.abc.Sequence", "list") + const_name("[") + value_conv::name
+ const_name("]")
+ const_name<Resizable>(const_name(""),
const_name(", \"FixedSize(") + const_name<Size>()
+ const_name(")\"]"));
};
template <typename Type, size_t Size>
struct type_caster<std::array<Type, Size>>
: array_caster<std::array<Type, Size>, Type, false, Size> {};
template <typename Type>
struct type_caster<std::valarray<Type>> : array_caster<std::valarray<Type>, Type, true> {};
template <typename Key, typename Compare, typename Alloc>
struct type_caster<std::set<Key, Compare, Alloc>>
: set_caster<std::set<Key, Compare, Alloc>, Key> {};
template <typename Key, typename Hash, typename Equal, typename Alloc>
struct type_caster<std::unordered_set<Key, Hash, Equal, Alloc>>
: set_caster<std::unordered_set<Key, Hash, Equal, Alloc>, Key> {};
template <typename Key, typename Value, typename Compare, typename Alloc>
struct type_caster<std::map<Key, Value, Compare, Alloc>>
: map_caster<std::map<Key, Value, Compare, Alloc>, Key, Value> {};
template <typename Key, typename Value, typename Hash, typename Equal, typename Alloc>
struct type_caster<std::unordered_map<Key, Value, Hash, Equal, Alloc>>
: map_caster<std::unordered_map<Key, Value, Hash, Equal, Alloc>, Key, Value> {};
// This type caster is intended to be used for std::optional and std::experimental::optional
template <typename Type, typename Value = typename Type::value_type>
struct optional_caster {
using value_conv = make_caster<Value>;
template <typename T>
static handle cast(T &&src, return_value_policy policy, handle parent) {
if (!src) {
return none().release();
}
if (!std::is_lvalue_reference<T>::value) {
policy = return_value_policy_override<Value>::policy(policy);
}
// NOLINTNEXTLINE(bugprone-unchecked-optional-access)
return value_conv::cast(*std::forward<T>(src), policy, parent);
}
bool load(handle src, bool convert) {
if (!src) {
return false;
}
if (src.is_none()) {
return true; // default-constructed value is already empty
}
value_conv inner_caster;
if (!inner_caster.load(src, convert)) {
return false;
}
value.emplace(cast_op<Value &&>(std::move(inner_caster)));
return true;
}
PYBIND11_TYPE_CASTER(Type, value_conv::name | make_caster<none>::name);
};
#if defined(PYBIND11_HAS_OPTIONAL)
template <typename T>
struct type_caster<std::optional<T>> : public optional_caster<std::optional<T>> {};
template <>
struct type_caster<std::nullopt_t> : public void_caster<std::nullopt_t> {};
#endif
#if defined(PYBIND11_HAS_EXP_OPTIONAL)
template <typename T>
struct type_caster<std::experimental::optional<T>>
: public optional_caster<std::experimental::optional<T>> {};
template <>
struct type_caster<std::experimental::nullopt_t>
: public void_caster<std::experimental::nullopt_t> {};
#endif
/// Visit a variant and cast any found type to Python
struct variant_caster_visitor {
return_value_policy policy;
handle parent;
using result_type = handle; // required by boost::variant in C++11
template <typename T>
result_type operator()(T &&src) const {
return make_caster<T>::cast(std::forward<T>(src), policy, parent);
}
};
/// Helper class which abstracts away variant's `visit` function. `std::variant` and similar
/// `namespace::variant` types which provide a `namespace::visit()` function are handled here
/// automatically using argument-dependent lookup. Users can provide specializations for other
/// variant-like classes, e.g. `boost::variant` and `boost::apply_visitor`.
template <template <typename...> class Variant>
struct visit_helper {
template <typename... Args>
static auto call(Args &&...args) -> decltype(visit(std::forward<Args>(args)...)) {
return visit(std::forward<Args>(args)...);
}
};
/// Generic variant caster
template <typename Variant>
struct variant_caster;
template <template <typename...> class V, typename... Ts>
struct variant_caster<V<Ts...>> {
static_assert(sizeof...(Ts) > 0, "Variant must consist of at least one alternative.");
template <typename U, typename... Us>
bool load_alternative(handle src, bool convert, type_list<U, Us...>) {
auto caster = make_caster<U>();
if (caster.load(src, convert)) {
value = cast_op<U>(std::move(caster));
return true;
}
return load_alternative(src, convert, type_list<Us...>{});
}
bool load_alternative(handle, bool, type_list<>) { return false; }
bool load(handle src, bool convert) {
// Do a first pass without conversions to improve constructor resolution.
// E.g. `py::int_(1).cast<variant<double, int>>()` needs to fill the `int`
// slot of the variant. Without two-pass loading `double` would be filled
// because it appears first and a conversion is possible.
if (convert && load_alternative(src, false, type_list<Ts...>{})) {
return true;
}
return load_alternative(src, convert, type_list<Ts...>{});
}
template <typename Variant>
static handle cast(Variant &&src, return_value_policy policy, handle parent) {
return visit_helper<V>::call(variant_caster_visitor{policy, parent},
std::forward<Variant>(src));
}
using Type = V<Ts...>;
PYBIND11_TYPE_CASTER(Type, ::pybind11::detail::union_concat(make_caster<Ts>::name...));
};
#if defined(PYBIND11_HAS_VARIANT)
template <typename... Ts>
struct type_caster<std::variant<Ts...>> : variant_caster<std::variant<Ts...>> {};
template <>
struct type_caster<std::monostate> : public void_caster<std::monostate> {};
#endif
PYBIND11_NAMESPACE_END(detail)
inline std::ostream &operator<<(std::ostream &os, const handle &obj) {
#ifdef PYBIND11_HAS_STRING_VIEW
os << str(obj).cast<std::string_view>();
#else
os << (std::string) str(obj);
#endif
return os;
}
PYBIND11_NAMESPACE_END(PYBIND11_NAMESPACE)
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