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2026-07-13 13:35:51 +08:00

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/**
* Copyright (c) 2019 by Contributors
* @file runtime/container.h
* @brief Defines the container object data structures.
*/
#ifndef DGL_RUNTIME_CONTAINER_H_
#define DGL_RUNTIME_CONTAINER_H_
#include <memory>
#include <string>
#include <unordered_map>
#include <utility>
#include <vector>
#include "object.h"
#include "packed_func.h"
namespace dgl {
namespace runtime {
/**
* @brief value object.
*
* It is typically used to wrap a non-Object type to Object type.
* Any type that is supported by DGLRetValue is supported by this.
*/
class ValueObject : public Object {
public:
/** @brief the value data */
DGLRetValue data;
static constexpr const char* _type_key = "Value";
DGL_DECLARE_OBJECT_TYPE_INFO(ValueObject, Object);
};
/** @brief Construct a value object. */
template <typename T>
inline std::shared_ptr<ValueObject> MakeValue(T&& val) {
auto obj = std::make_shared<ValueObject>();
obj->data = val;
return obj;
}
/** @brief Vallue reference type */
class Value : public ObjectRef {
public:
Value() {}
explicit Value(std::shared_ptr<Object> o) : ObjectRef(o) {}
const ValueObject* operator->() const {
return static_cast<const ValueObject*>(obj_.get());
}
using ContainerType = ValueObject;
};
/** @brief list obj content in list */
class ListObject : public Object {
public:
/** @brief the data content */
std::vector<std::shared_ptr<Object> > data;
void VisitAttrs(AttrVisitor* visitor) final {
// Visitor to list have no effect.
}
static constexpr const char* _type_key = "List";
DGL_DECLARE_OBJECT_TYPE_INFO(ListObject, Object);
};
/** @brief map obj content */
class MapObject : public Object {
public:
void VisitAttrs(AttrVisitor* visitor) final {
// Visitor to map have no effect.
}
// hash function
struct Hash {
size_t operator()(const std::shared_ptr<Object>& n) const {
return std::hash<Object*>()(n.get());
}
};
// comparator
struct Equal {
bool operator()(
const std::shared_ptr<Object>& a,
const std::shared_ptr<Object>& b) const {
return a.get() == b.get();
}
};
/** @brief The corresponding conatiner type */
using ContainerType = std::unordered_map<
std::shared_ptr<Object>, std::shared_ptr<Object>, Hash, Equal>;
/** @brief the data content */
ContainerType data;
static constexpr const char* _type_key = "Map";
DGL_DECLARE_OBJECT_TYPE_INFO(MapObject, Object);
};
/** @brief specialized map obj with string as key */
class StrMapObject : public Object {
public:
void VisitAttrs(AttrVisitor* visitor) final {
// Visitor to map have no effect.
}
/** @brief The corresponding conatiner type */
using ContainerType =
std::unordered_map<std::string, std::shared_ptr<Object> >;
/** @brief the data content */
ContainerType data;
static constexpr const char* _type_key = "StrMap";
DGL_DECLARE_OBJECT_TYPE_INFO(StrMapObject, Object);
};
/**
* @brief iterator adapter that adapts TIter to return another type.
* @tparam Converter a struct that contains converting function
* @tparam TIter the content iterator type.
*/
template <typename Converter, typename TIter>
class IterAdapter {
public:
explicit IterAdapter(TIter iter) : iter_(iter) {}
inline IterAdapter& operator++() { // NOLINT(*)
++iter_;
return *this;
}
inline IterAdapter& operator++(int) { // NOLINT(*)
++iter_;
return *this;
}
inline IterAdapter operator+(int offset) const { // NOLINT(*)
return IterAdapter(iter_ + offset);
}
inline bool operator==(IterAdapter other) const {
return iter_ == other.iter_;
}
inline bool operator!=(IterAdapter other) const { return !(*this == other); }
inline const typename Converter::ResultType operator*() const {
return Converter::convert(*iter_);
}
private:
TIter iter_;
};
/**
* @brief List container of ObjectRef.
*
* List implements copy on write semantics, which means list is mutable
* but copy will happen when list is referenced in more than two places.
*
* That is said when using this container for runtime arguments or return
* values, try use the constructor to create the list at once (for example
* from an existing vector).
*
* operator[] only provide const access, use Set to mutate the content.
*
* @tparam T The content ObjectRef type.
*
* @note The element type must subclass \c ObjectRef. Otherwise, the
* compiler would throw an error:
*
* <code>
* error: no type named 'type' in 'struct std::enable_if<false, void>'
* </code>
*
* Example:
*
* <code>
* // List<int> list; // fails
* // List<NDArray> list2; // fails
* List<Value> list; // works
* list.push_back(Value(MakeValue(1))); // works
* list.push_back(Value(MakeValue(NDArray::Empty(shape, dtype, ctx)))); //
* works
* </code>
*/
template <
typename T,
typename =
typename std::enable_if<std::is_base_of<ObjectRef, T>::value>::type>
class List : public ObjectRef {
public:
/**
* @brief default constructor
*/
List() { obj_ = std::make_shared<ListObject>(); }
/**
* @brief move constructor
* @param other source
*/
List(List<T>&& other) { // NOLINT(*)
obj_ = std::move(other.obj_);
}
/**
* @brief copy constructor
* @param other source
*/
List(const List<T>& other) : ObjectRef(other.obj_) { // NOLINT(*)
}
/**
* @brief constructor from pointer
* @param n the container pointer
*/
explicit List(std::shared_ptr<Object> n) : ObjectRef(n) {}
/**
* @brief constructor from iterator
* @param begin begin of iterator
* @param end end of iterator
* @tparam IterType The type of iterator
*/
template <typename IterType>
List(IterType begin, IterType end) {
assign(begin, end);
}
/**
* @brief constructor from initializer list
* @param init The initalizer list
*/
List(std::initializer_list<T> init) { // NOLINT(*)
assign(init.begin(), init.end());
}
/**
* @brief constructor from vector
* @param init The vector
*/
List(const std::vector<T>& init) { // NOLINT(*)
assign(init.begin(), init.end());
}
/**
* @brief Constructs a container with n elements. Each element is a copy of
* val
* @param n The size of the container
* @param val The init value
*/
explicit List(size_t n, const T& val) {
auto tmp_obj = std::make_shared<ListObject>();
for (size_t i = 0; i < n; ++i) {
tmp_obj->data.push_back(val.obj_);
}
obj_ = std::move(tmp_obj);
}
/**
* @brief move assign operator
* @param other The source of assignment
* @return reference to self.
*/
List<T>& operator=(List<T>&& other) {
obj_ = std::move(other.obj_);
return *this;
}
/**
* @brief copy assign operator
* @param other The source of assignment
* @return reference to self.
*/
List<T>& operator=(const List<T>& other) {
obj_ = other.obj_;
return *this;
}
/**
* @brief reset the list to content from iterator.
* @param begin begin of iterator
* @param end end of iterator
* @tparam IterType The type of iterator
*/
template <typename IterType>
void assign(IterType begin, IterType end) {
auto n = std::make_shared<ListObject>();
for (IterType it = begin; it != end; ++it) {
n->data.push_back((*it).obj_);
}
obj_ = std::move(n);
}
/**
* @brief Read i-th element from list.
* @param i The index
* @return the i-th element.
*/
inline const T operator[](size_t i) const {
return T(static_cast<const ListObject*>(obj_.get())->data[i]);
}
/** @return The size of the list */
inline size_t size() const {
if (obj_.get() == nullptr) return 0;
return static_cast<const ListObject*>(obj_.get())->data.size();
}
/**
* @brief copy on write semantics
* Do nothing if current handle is the unique copy of the list.
* Otherwise make a new copy of the list to ensure the current handle
* hold a unique copy.
*
* @return Handle to the internal obj container(which ganrantees to be unique)
*/
inline ListObject* CopyOnWrite() {
if (obj_.get() == nullptr || !obj_.unique()) {
obj_ = std::make_shared<ListObject>(
*static_cast<const ListObject*>(obj_.get()));
}
return static_cast<ListObject*>(obj_.get());
}
/**
* @brief push a new item to the back of the list
* @param item The item to be pushed.
*/
inline void push_back(const T& item) {
ListObject* n = this->CopyOnWrite();
n->data.push_back(item.obj_);
}
/**
* @brief set i-th element of the list.
* @param i The index
* @param value The value to be setted.
*/
inline void Set(size_t i, const T& value) {
ListObject* n = this->CopyOnWrite();
n->data[i] = value.obj_;
}
/** @return whether list is empty */
inline bool empty() const { return size() == 0; }
/** @brief Copy the content to a vector */
inline std::vector<T> ToVector() const {
return std::vector<T>(begin(), end());
}
/** @brief specify container obj */
using ContainerType = ListObject;
struct Ptr2ObjectRef {
using ResultType = T;
static inline T convert(const std::shared_ptr<Object>& n) { return T(n); }
};
using iterator = IterAdapter<
Ptr2ObjectRef, std::vector<std::shared_ptr<Object> >::const_iterator>;
using reverse_iterator = IterAdapter<
Ptr2ObjectRef,
std::vector<std::shared_ptr<Object> >::const_reverse_iterator>;
/** @return begin iterator */
inline iterator begin() const {
return iterator(static_cast<const ListObject*>(obj_.get())->data.begin());
}
/** @return end iterator */
inline iterator end() const {
return iterator(static_cast<const ListObject*>(obj_.get())->data.end());
}
/** @return rbegin iterator */
inline reverse_iterator rbegin() const {
return reverse_iterator(
static_cast<const ListObject*>(obj_.get())->data.rbegin());
}
/** @return rend iterator */
inline reverse_iterator rend() const {
return reverse_iterator(
static_cast<const ListObject*>(obj_.get())->data.rend());
}
};
/**
* @brief Map container of ObjectRef->ObjectRef.
*
* Map implements copy on write semantics, which means map is mutable
* but copy will happen when list is referenced in more than two places.
*
* That is said when using this container for runtime arguments or return
* values, try use the constructor to create it at once (for example
* from an existing std::map).
*
* operator[] only provide const acces, use Set to mutate the content.
*
* @tparam K The key ObjectRef type.
* @tparam V The value ObjectRef type.
*
* @note The element type must subclass \c ObjectRef. Otherwise, the
* compiler would throw an error:
*
* <code>
* error: no type named 'type' in 'struct std::enable_if<false, void>'
* </code>
*
* Example:
*
* <code>
* // Map<std::string, int> map; // fails
* // Map<std::string, NDArray> map2; // fails
* Map<std::string, Value> map; // works
* map.Set("key1", Value(MakeValue(1))); // works
* map.Set("key2", Value(MakeValue(NDArray::Empty(shape, dtype, ctx)))); //
* works
* </code>
*/
template <
typename K, typename V,
typename = typename std::enable_if<
std::is_base_of<ObjectRef, K>::value ||
std::is_base_of<std::string, K>::value>::type,
typename =
typename std::enable_if<std::is_base_of<ObjectRef, V>::value>::type>
class Map : public ObjectRef {
public:
/**
* @brief default constructor
*/
Map() { obj_ = std::make_shared<MapObject>(); }
/**
* @brief move constructor
* @param other source
*/
Map(Map<K, V>&& other) { // NOLINT(*)
obj_ = std::move(other.obj_);
}
/**
* @brief copy constructor
* @param other source
*/
Map(const Map<K, V>& other) : ObjectRef(other.obj_) { // NOLINT(*)
}
/**
* @brief constructor from pointer
* @param n the container pointer
*/
explicit Map(std::shared_ptr<Object> n) : ObjectRef(n) {}
/**
* @brief constructor from iterator
* @param begin begin of iterator
* @param end end of iterator
* @tparam IterType The type of iterator
*/
template <typename IterType>
Map(IterType begin, IterType end) {
assign(begin, end);
}
/**
* @brief constructor from initializer list
* @param init The initalizer list
*/
Map(std::initializer_list<std::pair<K, V> > init) { // NOLINT(*)
assign(init.begin(), init.end());
}
/**
* @brief constructor from vector
* @param init The vector
*/
template <typename Hash, typename Equal>
Map(const std::unordered_map<K, V, Hash, Equal>& init) { // NOLINT(*)
assign(init.begin(), init.end());
}
/**
* @brief move assign operator
* @param other The source of assignment
* @return reference to self.
*/
Map<K, V>& operator=(Map<K, V>&& other) {
obj_ = std::move(other.obj_);
return *this;
}
/**
* @brief copy assign operator
* @param other The source of assignment
* @return reference to self.
*/
Map<K, V>& operator=(const Map<K, V>& other) {
obj_ = other.obj_;
return *this;
}
/**
* @brief reset the list to content from iterator.
* @param begin begin of iterator
* @param end end of iterator
* @tparam IterType The type of iterator
*/
template <typename IterType>
void assign(IterType begin, IterType end) {
auto n = std::shared_ptr<MapObject>();
for (IterType i = begin; i != end; ++i) {
n->data.emplace(std::make_pair(i->first.obj_, i->second.obj_));
}
obj_ = std::move(n);
}
/**
* @brief Read element from map.
* @param key The key
* @return the corresonding element.
*/
inline const V operator[](const K& key) const {
return V(static_cast<const MapObject*>(obj_.get())->data.at(key.obj_));
}
/**
* @brief Read element from map.
* @param key The key
* @return the corresonding element.
*/
inline const V at(const K& key) const {
return V(static_cast<const MapObject*>(obj_.get())->data.at(key.obj_));
}
/** @return The size of the list */
inline size_t size() const {
if (obj_.get() == nullptr) return 0;
return static_cast<const MapObject*>(obj_.get())->data.size();
}
/** @return The size of the list */
inline size_t count(const K& key) const {
if (obj_.get() == nullptr) return 0;
return static_cast<const MapObject*>(obj_.get())->data.count(key.obj_);
}
/**
* @brief copy on write semantics
* Do nothing if current handle is the unique copy of the list.
* Otherwise make a new copy of the list to ensure the current handle
* hold a unique copy.
*
* @return Handle to the internal obj container(which ganrantees to be unique)
*/
inline MapObject* CopyOnWrite() {
if (obj_.get() == nullptr || !obj_.unique()) {
obj_ = std::make_shared<MapObject>(
*static_cast<const MapObject*>(obj_.get()));
}
return static_cast<MapObject*>(obj_.get());
}
/**
* @brief set the Map.
* @param key The index key.
* @param value The value to be setted.
*/
inline void Set(const K& key, const V& value) {
MapObject* n = this->CopyOnWrite();
n->data[key.obj_] = value.obj_;
}
/** @return whether list is empty */
inline bool empty() const { return size() == 0; }
/** @brief specify container obj */
using ContainerType = MapObject;
struct Ptr2ObjectRef {
using ResultType = std::pair<K, V>;
static inline ResultType convert(
const std::pair<std::shared_ptr<Object>, std::shared_ptr<Object> >& n) {
return std::make_pair(K(n.first), V(n.second));
}
};
using iterator =
IterAdapter<Ptr2ObjectRef, MapObject::ContainerType::const_iterator>;
/** @return begin iterator */
inline iterator begin() const {
return iterator(static_cast<const MapObject*>(obj_.get())->data.begin());
}
/** @return end iterator */
inline iterator end() const {
return iterator(static_cast<const MapObject*>(obj_.get())->data.end());
}
/** @return begin iterator */
inline iterator find(const K& key) const {
return iterator(
static_cast<const MapObject*>(obj_.get())->data.find(key.obj_));
}
};
// specialize of string map
template <typename V, typename T1, typename T2>
class Map<std::string, V, T1, T2> : public ObjectRef {
public:
// for code reuse
Map() { obj_ = std::make_shared<StrMapObject>(); }
Map(Map<std::string, V>&& other) { // NOLINT(*)
obj_ = std::move(other.obj_);
}
Map(const Map<std::string, V>& other) : ObjectRef(other.obj_) { // NOLINT(*)
}
explicit Map(std::shared_ptr<Object> n) : ObjectRef(n) {}
template <typename IterType>
Map(IterType begin, IterType end) {
assign(begin, end);
}
Map(std::initializer_list<std::pair<std::string, V> > init) { // NOLINT(*)
assign(init.begin(), init.end());
}
template <typename Hash, typename Equal>
Map(const std::unordered_map<std::string, V, Hash, Equal>&
init) { // NOLINT(*)
assign(init.begin(), init.end());
}
Map<std::string, V>& operator=(Map<std::string, V>&& other) {
obj_ = std::move(other.obj_);
return *this;
}
Map<std::string, V>& operator=(const Map<std::string, V>& other) {
obj_ = other.obj_;
return *this;
}
template <typename IterType>
void assign(IterType begin, IterType end) {
auto n = std::make_shared<StrMapObject>();
for (IterType i = begin; i != end; ++i) {
n->data.emplace(std::make_pair(i->first, i->second.obj_));
}
obj_ = std::move(n);
}
inline const V operator[](const std::string& key) const {
return V(static_cast<const StrMapObject*>(obj_.get())->data.at(key));
}
inline const V at(const std::string& key) const {
return V(static_cast<const StrMapObject*>(obj_.get())->data.at(key));
}
inline size_t size() const {
if (obj_.get() == nullptr) return 0;
return static_cast<const StrMapObject*>(obj_.get())->data.size();
}
inline size_t count(const std::string& key) const {
if (obj_.get() == nullptr) return 0;
return static_cast<const StrMapObject*>(obj_.get())->data.count(key);
}
inline StrMapObject* CopyOnWrite() {
if (obj_.get() == nullptr || !obj_.unique()) {
obj_ = std::make_shared<MapObject>(
*static_cast<const MapObject*>(obj_.get()));
}
return static_cast<StrMapObject*>(obj_.get());
}
inline void Set(const std::string& key, const V& value) {
StrMapObject* n = this->CopyOnWrite();
n->data[key] = value.obj_;
}
inline bool empty() const { return size() == 0; }
using ContainerType = StrMapObject;
struct Ptr2ObjectRef {
using ResultType = std::pair<std::string, V>;
static inline ResultType convert(
const std::pair<std::string, std::shared_ptr<Object> >& n) {
return std::make_pair(n.first, V(n.second));
}
};
using iterator =
IterAdapter<Ptr2ObjectRef, StrMapObject::ContainerType::const_iterator>;
/** @return begin iterator */
inline iterator begin() const {
return iterator(static_cast<const StrMapObject*>(obj_.get())->data.begin());
}
/** @return end iterator */
inline iterator end() const {
return iterator(static_cast<const StrMapObject*>(obj_.get())->data.end());
}
/** @return begin iterator */
inline iterator find(const std::string& key) const {
return iterator(
static_cast<const StrMapObject*>(obj_.get())->data.find(key));
}
};
/**
* @brief Helper function to convert a List<Value> object to a vector.
* @tparam T element type
* @param list Input list object.
* @return std vector
*/
template <typename T>
inline std::vector<T> ListValueToVector(const List<Value>& list) {
std::vector<T> ret;
ret.reserve(list.size());
for (Value val : list)
// (BarclayII) apparently MSVC 2017 CL 19.10 had trouble parsing
// ret.push_back(val->data)
// So I kindly tell it how to properly parse it.
ret.push_back(val->data.operator T());
return ret;
}
} // namespace runtime
} // namespace dgl
#endif // DGL_RUNTIME_CONTAINER_H_