reader.h

//   Copyright (c) 2018 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 "paddle/fluid/framework/ddim.h"
#include "paddle/fluid/framework/lod_tensor_array.h"
#include "paddle/fluid/platform/place.h"

#include <memory>
#include <thread>
#include <vector>

namespace paddle {
namespace framework {

class ReaderBase {
 public:
  virtual void ReadNext(std::vector<LoDTensor>* out) = 0;

  virtual void ReInit() = 0;

  virtual bool HasNext() const = 0;

  virtual std::vector<std::unique_ptr<ReaderBase>> SplitReader(
      const platform::PlaceList& places);

  virtual ~ReaderBase();
};

class DecoratedReader : public ReaderBase {
 public:
  explicit DecoratedReader(ReaderBase* reader) : ReaderBase(), reader_(reader) {
    PADDLE_ENFORCE_NOT_NULL(reader_);
  }

  void ReInit() override { reader_->ReInit(); }

  bool HasNext() const override { return reader_->HasNext(); }

 protected:
  ReaderBase* reader_;
};

class ThreadSafeReader : public DecoratedReader {
 public:
  ThreadSafeReader(ReaderBase* reader, const std::shared_ptr<std::mutex>& mutex)
      : DecoratedReader(reader), mutex_(mutex) {}

  void ReadNext(std::vector<LoDTensor>* out) override;

  void ReInit() override;

  bool HasNext() const override;

  std::vector<std::unique_ptr<ReaderBase>> SplitReader(
      const platform::PlaceList& places) override;

 private:
  std::shared_ptr<std::mutex> mutex_;
};

class FileReaderBase : public ReaderBase {
 public:
  explicit FileReaderBase(const std::vector<DDim>& dims);

  void ReadNext(std::vector<LoDTensor>* out) override;

 protected:
  virtual void ReadNextImpl(std::vector<LoDTensor>* out) = 0;

 private:
  std::vector<DDim> dims_;
};

// The ReaderHolder is used as reader' unified wrapper,
// making it easier to access different type reader in Variables.
class ReaderHolder {
 public:
  void Reset(ReaderBase* reader) { reader_.reset(reader); }

  ReaderBase* Get() const { return reader_.get(); }

  void ReadNext(std::vector<LoDTensor>* out) {
    PADDLE_ENFORCE_NOT_NULL(reader_);
    reader_->ReadNext(out);
  }
  void ReInit() {
    PADDLE_ENFORCE_NOT_NULL(reader_);
    reader_->ReInit();
  }

  bool HasNext() const { return reader_->HasNext(); }

 private:
  std::unique_ptr<ReaderBase> reader_;
};

}  // namespace framework
}  // namespace paddle