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Paddle/paddle/fluid/framework/reader.h

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2.1 KiB

// 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 <memory>
#include <vector>
#include "paddle/fluid/framework/ddim.h"
#include "paddle/fluid/framework/lod_tensor_array.h"
#include "paddle/fluid/platform/place.h"
namespace paddle {
namespace framework {
class ReaderBase {
public:
virtual void ReadNext(std::vector<LoDTensor>* out) = 0;
virtual void ReInit() = 0;
virtual ~ReaderBase();
};
class DecoratedReader : public ReaderBase {
public:
explicit DecoratedReader(ReaderBase* reader) : ReaderBase(), reader_(reader) {
PADDLE_ENFORCE_NOT_NULL(reader_);
}
void ReInit() override { reader_->ReInit(); }
protected:
ReaderBase* reader_;
};
class FileReader : public ReaderBase {
public:
explicit FileReader(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();
}
private:
std::unique_ptr<ReaderBase> reader_;
};
} // namespace framework
} // namespace paddle