reflection.h

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/*
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you under the Apache License, Version 2.0 (the
 * "License"); you may not use this file except in compliance
 * with the License.  You may obtain a copy of the License at
 *
 *   http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing,
 * software distributed under the License is distributed on an
 * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
 * KIND, either express or implied.  See the License for the
 * specific language governing permissions and limitations
 * under the License.
 */
#ifndef TVM_NODE_REFLECTION_H_
#define TVM_NODE_REFLECTION_H_
 
#include <tvm/node/structural_equal.h>
#include <tvm/node/structural_hash.h>
#include <tvm/runtime/c_runtime_api.h>
#include <tvm/runtime/data_type.h>
#include <tvm/runtime/memory.h>
#include <tvm/runtime/ndarray.h>
#include <tvm/runtime/object.h>
#include <tvm/runtime/packed_func.h>
 
#include <string>
#include <type_traits>
#include <vector>
 
namespace tvm {
 
using runtime::Object;
using runtime::ObjectPtr;
using runtime::ObjectRef;
 
class AttrVisitor {
 public:
  TVM_DLL virtual ~AttrVisitor() = default;
  TVM_DLL virtual void Visit(const char* key, double* value) = 0;
  TVM_DLL virtual void Visit(const char* key, int64_t* value) = 0;
  TVM_DLL virtual void Visit(const char* key, uint64_t* value) = 0;
  TVM_DLL virtual void Visit(const char* key, int* value) = 0;
  TVM_DLL virtual void Visit(const char* key, bool* value) = 0;
  TVM_DLL virtual void Visit(const char* key, std::string* value) = 0;
  TVM_DLL virtual void Visit(const char* key, void** value) = 0;
  TVM_DLL virtual void Visit(const char* key, DataType* value) = 0;
  TVM_DLL virtual void Visit(const char* key, runtime::NDArray* value) = 0;
  TVM_DLL virtual void Visit(const char* key, runtime::ObjectRef* value) = 0;
  template <typename ENum, typename = typename std::enable_if<std::is_enum<ENum>::value>::type>
  void Visit(const char* key, ENum* ptr) {
    static_assert(std::is_same<int, typename std::underlying_type<ENum>::type>::value,
                  "declare enum to be enum int to use visitor");
    this->Visit(key, reinterpret_cast<int*>(ptr));
  }
};
 
class ReflectionVTable {
 public:
  typedef void (*FVisitAttrs)(Object* self, AttrVisitor* visitor);
  typedef bool (*FSEqualReduce)(const Object* self, const Object* other, SEqualReducer equal);
  typedef void (*FSHashReduce)(const Object* self, SHashReducer hash_reduce);
  typedef ObjectPtr<Object> (*FCreate)(const std::string& repr_bytes);
  typedef std::string (*FReprBytes)(const Object* self);
  inline void VisitAttrs(Object* self, AttrVisitor* visitor) const;
  inline bool GetReprBytes(const Object* self, std::string* repr_bytes) const;
  bool SEqualReduce(const Object* self, const Object* other, SEqualReducer equal) const;
  void SHashReduce(const Object* self, SHashReducer hash_reduce) const;
  TVM_DLL ObjectPtr<Object> CreateInitObject(const std::string& type_key,
                                             const std::string& repr_bytes = "") const;
  TVM_DLL ObjectRef CreateObject(const std::string& type_key, const runtime::TVMArgs& kwargs);
  TVM_DLL ObjectRef CreateObject(const std::string& type_key, const Map<String, ObjectRef>& kwargs);
  TVM_DLL runtime::TVMRetValue GetAttr(Object* self, const String& attr_name) const;
 
  TVM_DLL std::vector<std::string> ListAttrNames(Object* self) const;
 
  TVM_DLL static ReflectionVTable* Global();
 
  class Registry;
  template <typename T, typename TraitName>
  inline Registry Register();
 
 private:
  std::vector<FVisitAttrs> fvisit_attrs_;
  std::vector<FSEqualReduce> fsequal_reduce_;
  std::vector<FSHashReduce> fshash_reduce_;
  std::vector<FCreate> fcreate_;
  std::vector<FReprBytes> frepr_bytes_;
};
 
class ReflectionVTable::Registry {
 public:
  Registry(ReflectionVTable* parent, uint32_t type_index)
      : parent_(parent), type_index_(type_index) {}
  Registry& set_creator(FCreate f) {  // NOLINT(*)
    ICHECK_LT(type_index_, parent_->fcreate_.size());
    parent_->fcreate_[type_index_] = f;
    return *this;
  }
  Registry& set_repr_bytes(FReprBytes f) {  // NOLINT(*)
    ICHECK_LT(type_index_, parent_->frepr_bytes_.size());
    parent_->frepr_bytes_[type_index_] = f;
    return *this;
  }
 
 private:
  ReflectionVTable* parent_;
  uint32_t type_index_;
};
 
#define TVM_REFLECTION_REG_VAR_DEF \
  static TVM_ATTRIBUTE_UNUSED ::tvm::ReflectionVTable::Registry __make_reflection
 
#define TVM_REGISTER_REFLECTION_VTABLE(TypeName, TraitName) \
  TVM_STR_CONCAT(TVM_REFLECTION_REG_VAR_DEF, __COUNTER__) = \
      ::tvm::ReflectionVTable::Global()->Register<TypeName, TraitName>()
 
#define TVM_REGISTER_NODE_TYPE(TypeName)                                             \
  TVM_REGISTER_OBJECT_TYPE(TypeName);                                                \
  TVM_REGISTER_REFLECTION_VTABLE(TypeName, ::tvm::detail::ReflectionTrait<TypeName>) \
      .set_creator([](const std::string&) -> ObjectPtr<Object> {                     \
        return ::tvm::runtime::make_object<TypeName>();                              \
      })
 
// Implementation details
namespace detail {
 
template <typename T, bool = T::_type_has_method_visit_attrs>
struct ImplVisitAttrs {
  static constexpr const std::nullptr_t VisitAttrs = nullptr;
};
 
template <typename T>
struct ImplVisitAttrs<T, true> {
  static void VisitAttrs(T* self, AttrVisitor* v) { self->VisitAttrs(v); }
};
 
template <typename T, bool = T::_type_has_method_sequal_reduce>
struct ImplSEqualReduce {
  static constexpr const std::nullptr_t SEqualReduce = nullptr;
};
 
template <typename T>
struct ImplSEqualReduce<T, true> {
  static bool SEqualReduce(const T* self, const T* other, SEqualReducer equal) {
    return self->SEqualReduce(other, equal);
  }
};
 
template <typename T, bool = T::_type_has_method_shash_reduce>
struct ImplSHashReduce {
  static constexpr const std::nullptr_t SHashReduce = nullptr;
};
 
template <typename T>
struct ImplSHashReduce<T, true> {
  static void SHashReduce(const T* self, SHashReducer hash_reduce) {
    self->SHashReduce(hash_reduce);
  }
};
 
template <typename T>
struct ReflectionTrait : public ImplVisitAttrs<T>,
                         public ImplSEqualReduce<T>,
                         public ImplSHashReduce<T> {};
 
template <typename T, typename TraitName,
          bool = std::is_null_pointer<decltype(TraitName::VisitAttrs)>::value>
struct SelectVisitAttrs {
  static constexpr const std::nullptr_t VisitAttrs = nullptr;
};
 
template <typename T, typename TraitName>
struct SelectVisitAttrs<T, TraitName, false> {
  static void VisitAttrs(Object* self, AttrVisitor* v) {
    TraitName::VisitAttrs(static_cast<T*>(self), v);
  }
};
 
template <typename T, typename TraitName,
          bool = std::is_null_pointer<decltype(TraitName::SEqualReduce)>::value>
struct SelectSEqualReduce {
  static constexpr const std::nullptr_t SEqualReduce = nullptr;
};
 
template <typename T, typename TraitName>
struct SelectSEqualReduce<T, TraitName, false> {
  static bool SEqualReduce(const Object* self, const Object* other, SEqualReducer equal) {
    return TraitName::SEqualReduce(static_cast<const T*>(self), static_cast<const T*>(other),
                                   equal);
  }
};
 
template <typename T, typename TraitName,
          bool = std::is_null_pointer<decltype(TraitName::SHashReduce)>::value>
struct SelectSHashReduce {
  static constexpr const std::nullptr_t SHashReduce = nullptr;
};
 
template <typename T, typename TraitName>
struct SelectSHashReduce<T, TraitName, false> {
  static void SHashReduce(const Object* self, SHashReducer hash_reduce) {
    return TraitName::SHashReduce(static_cast<const T*>(self), hash_reduce);
  }
};
 
}  // namespace detail
 
template <typename T, typename TraitName>
inline ReflectionVTable::Registry ReflectionVTable::Register() {
  uint32_t tindex = T::RuntimeTypeIndex();
  if (tindex >= fvisit_attrs_.size()) {
    fvisit_attrs_.resize(tindex + 1, nullptr);
    fcreate_.resize(tindex + 1, nullptr);
    frepr_bytes_.resize(tindex + 1, nullptr);
    fsequal_reduce_.resize(tindex + 1, nullptr);
    fshash_reduce_.resize(tindex + 1, nullptr);
  }
  // functor that implements the redirection.
  fvisit_attrs_[tindex] = ::tvm::detail::SelectVisitAttrs<T, TraitName>::VisitAttrs;
 
  fsequal_reduce_[tindex] = ::tvm::detail::SelectSEqualReduce<T, TraitName>::SEqualReduce;
 
  fshash_reduce_[tindex] = ::tvm::detail::SelectSHashReduce<T, TraitName>::SHashReduce;
 
  return Registry(this, tindex);
}
 
inline void ReflectionVTable::VisitAttrs(Object* self, AttrVisitor* visitor) const {
  uint32_t tindex = self->type_index();
  if (tindex >= fvisit_attrs_.size() || fvisit_attrs_[tindex] == nullptr) {
    return;
  }
  fvisit_attrs_[tindex](self, visitor);
}
 
inline bool ReflectionVTable::GetReprBytes(const Object* self, std::string* repr_bytes) const {
  uint32_t tindex = self->type_index();
  if (tindex < frepr_bytes_.size() && frepr_bytes_[tindex] != nullptr) {
    if (repr_bytes != nullptr) {
      *repr_bytes = frepr_bytes_[tindex](self);
    }
    return true;
  } else {
    return false;
  }
}
 
Optional<String> GetAttrKeyByAddress(const Object* object, const void* attr_address);
 
}  // namespace tvm
#endif  // TVM_NODE_REFLECTION_H_