text: /* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved.
  
  Licensed 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. */
  
  #pragma once
  #include <string>
  #include <unordered_map>
  #include <vector>
  #include "paddle/fluid/framework/block_desc.h"
  #include "paddle/fluid/framework/op_desc.h"
  #include "paddle/fluid/framework/type_defs.h"
  
  namespace paddle {
  namespace framework {
  
  class OpDesc;
  class BlockDesc;
  // default infer var type context
  class InferVarTypeContext {
   public:
    InferVarTypeContext(const OpDesc* op, BlockDesc* block)
        : op_(op), block_(block) {}
  
    virtual ~InferVarTypeContext() {}
  
    virtual Attribute GetAttr(const std::string& name) const {
      PADDLE_ENFORCE_NOT_NULL(op_);
      return op_->GetAttr(name);
    }
  
    virtual bool HasVar(const std::string& name) const {
      PADDLE_ENFORCE_NOT_NULL(block_);
      return block_->FindVarRecursive(name) != nullptr;
    }
  
    virtual bool HasInput(const std::string& name) const {
      PADDLE_ENFORCE_NOT_NULL(op_);
      auto& inputs = op_->Inputs();
      auto input = inputs.find(name);
      return input != inputs.end() && !input->second.empty();
    }
  
    virtual bool HasOutput(const std::string& name) const {
      PADDLE_ENFORCE_NOT_NULL(op_);
      auto& outputs = op_->Outputs();
      auto output = outputs.find(name);
      return output != outputs.end() && !output->second.empty();
    }
  
    virtual const std::vector<std::string>& Input(const std::string& name) const {
      PADDLE_ENFORCE_NOT_NULL(op_);
      return op_->Input(name);
    }
  
    virtual const std::vector<std::string>& Output(
        const std::string& name) const {
      PADDLE_ENFORCE_NOT_NULL(op_);
      return op_->Output(name);
    }
  
    virtual proto::VarType::Type GetType(const std::string& name) const {
      PADDLE_ENFORCE_NOT_NULL(block_);
      return block_->FindRecursiveOrCreateVar(name).GetType();
    }
  
    virtual void SetType(const std::string& name, proto::VarType::Type type) {
      PADDLE_ENFORCE_NOT_NULL(block_);
      block_->FindRecursiveOrCreateVar(name).SetType(type);
    }
  
    virtual proto::VarType::Type GetDataType(const std::string& name) const {
      PADDLE_ENFORCE_NOT_NULL(block_);
      return block_->FindRecursiveOrCreateVar(name).GetDataType();
    }
  
    virtual void SetDataType(const std::string& name, proto::VarType::Type type) {
      PADDLE_ENFORCE_NOT_NULL(block_);
      block_->FindRecursiveOrCreateVar(name).SetDataType(type);
    }
  
    virtual std::vector<proto::VarType::Type> GetDataTypes(
        const std::string& name) const {
      PADDLE_ENFORCE_NOT_NULL(block_);
      return block_->FindRecursiveOrCreateVar(name).GetDataTypes();
    }
  
    virtual void SetDataTypes(
        const std::string& name,
        const std::vector<proto::VarType::Type>& multiple_data_type) {
      PADDLE_ENFORCE_NOT_NULL(block_);
      block_->FindRecursiveOrCreateVar(name).SetDataTypes(multiple_data_type);
    }
  
    virtual std::vector<int64_t> GetShape(const std::string& name) const {
      PADDLE_ENFORCE_NOT_NULL(block_);
      return block_->FindRecursiveOrCreateVar(name).GetShape();
    }
  
    virtual void SetShape(const std::string& name,
                          const std::vector<int64_t>& dims) {
      PADDLE_ENFORCE_NOT_NULL(block_);
      block_->FindRecursiveOrCreateVar(name).SetShape(dims);
    }
  
    virtual int32_t GetLoDLevel(const std::string& name) const {
      PADDLE_ENFORCE_NOT_NULL(block_);
      return block_->FindRecursiveOrCreateVar(name).GetLoDLevel();
    }
  
    virtual void SetLoDLevel(const std::string& name, int32_t lod_level) {
      PADDLE_ENFORCE_NOT_NULL(block_);
      block_->FindRecursiveOrCreateVar(name).SetLoDLevel(lod_level);
    }
  
   protected:
    const OpDesc* op_;
    BlockDesc* block_;
  };
  
  class VarTypeInference {
   public:
    virtual ~VarTypeInference() {}
    virtual void operator()(InferVarTypeContext* context) const = 0;  // NOLINT
  };
  
  class PassInDtypeAndVarTypeToOutput : public framework::VarTypeInference {
   public:
    void operator()(framework::InferVarTypeContext* ctx) const final {  // NOLINT
      auto in_out_var_names = this->GetInputOutputWithSameType();
  
      for (auto& i_o_n : in_out_var_names) {
        auto& x_name = ctx->Input(i_o_n.first).at(0);
        auto& out_name = ctx->Output(i_o_n.second).at(0);
  
        ctx->SetType(out_name, ctx->GetType(x_name));
        ctx->SetDataType(out_name, ctx->GetDataType(x_name));
      }
    }
  
   protected:
    virtual std::unordered_map<std::string, std::string>
    GetInputOutputWithSameType() const = 0;
  };
  
  }  // namespace framework
  }  // namespace paddle
  