# # SPDX-FileCopyrightText: Copyright (c) 1993-2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved. # SPDX-License-Identifier: Apache-2.0 # # 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. # from pathlib import Path from polygraphy import mod, util from polygraphy.logger import G_LOGGER trt = mod.lazy_import("tensorrt>=10.0") @mod.export() def FileReader( filepath, BaseClass=None, ): """ Class that supplies data to TensorRT from a stream. This may help reduce memory usage during deserialization. Args: filepath (str): The path to the serialized file. """ BaseClass = util.default(BaseClass, trt.IStreamReader) class FileReaderClass(BaseClass): """ Class that supplies data to TensorRT from a stream. This may help reduce memory usage during deserialization. """ def __init__(self): # Must explicitly initialize parent for any trampoline class! Will mysteriously segfault without this. BaseClass.__init__(self) # type: ignore self.filepath = filepath if not Path(self.filepath).exists(): G_LOGGER.error(f"File at {self.filepath} does not exist!") self.mode = 'rb' self.file = open(self.filepath, self.mode) if not self.file: G_LOGGER.error(f"Failed to open file at {self.filepath}!") self.make_func = FileReader def read(self, size: int) -> bytes: return self.file.read(size) def free(self): if self.file: self.file.close() def __enter__(self): return self def __exit__(self, exc_type, exc_value, traceback): self.free() def __repr__(self): return util.make_repr( "FileReader", self.filepath, BaseClass=BaseClass, )[0] return FileReaderClass()