// 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. #include "paddle/fluid/pybind/recordio.h" #include #include "paddle/fluid/framework/lod_tensor.h" #include "paddle/fluid/recordio/writer.h" namespace paddle { namespace pybind { class RecordIOWriter { public: RecordIOWriter(const std::string& filename, recordio::Compressor compressor, size_t max_num_record) : stream_(filename), writer_(&stream_, compressor, max_num_record) {} void AppendTensor(const framework::LoDTensor& tensor) { tensors_.push_back(tensor); } void CompleteAppendTensor() { auto& ctx = *platform::DeviceContextPool::Instance().Get(platform::CPUPlace()); framework::WriteToRecordIO(writer_, tensors_, ctx); tensors_.clear(); } void Close() { PADDLE_ENFORCE(tensors_.empty()); writer_.Flush(); stream_.close(); } private: std::vector tensors_; std::ofstream stream_; recordio::Writer writer_; }; void BindRecordIOWriter(py::module& m) { py::class_ writer(m, "RecordIOWriter", ""); py::enum_(writer, "Compressor", "") .value("Snappy", recordio::Compressor::kSnappy) .value("NoCompress", recordio::Compressor::kNoCompress); writer .def("__init__", [](RecordIOWriter& self, const std::string& filename, recordio::Compressor compressor, size_t max_num_record) { new (&self) RecordIOWriter(filename, compressor, max_num_record); }) .def("append_tensor", &RecordIOWriter::AppendTensor) .def("complete_append_tensor", &RecordIOWriter::CompleteAppendTensor) .def("close", &RecordIOWriter::Close); } } // namespace pybind } // namespace paddle