// 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 #include #include #include #include #include #include #include #include #include #include "paddle/fluid/framework/reader.h" #include "paddle/fluid/framework/threadpool.h" #include "paddle/fluid/operators/reader/lod_tensor_blocking_queue.h" namespace paddle { namespace operators { namespace reader { class CTRReader : public framework::FileReader { public: explicit CTRReader(const std::shared_ptr& queue, int batch_size, int thread_num, const std::vector& slots, const std::vector& file_list) : framework::FileReader() { thread_num_ = thread_num; batch_size_ = batch_size; PADDLE_ENFORCE(queue != nullptr, "LoDTensorBlockingQueue must not be null"); queue_ = queue; slots_ = slots; file_list_ = file_list; } ~CTRReader() { queue_->Close(); } void ReadNext(std::vector* out) override { bool success; *out = queue_->Pop(&success); if (!success) out->clear(); } void Shutdown() override { queue_->Close(); } void Start() override { queue_->ReOpen(); // for (int i = 0; i < thread_num_; i++) { // read_threads_.emplace_back( // new std::thread(std::bind(&CTRReader::ReadThread, this, // file_list_, // slots_, batch_size_, queue_))); // } } private: void ReadThread(const std::vector& file_list, const std::vector& slots, int batch_size, std::shared_ptr* queue); private: std::shared_ptr queue_; std::vector> read_threads_; int thread_num_; int batch_size_; std::vector slots_; std::vector file_list_; }; } // namespace reader } // namespace operators } // namespace paddle