# Copyright (c) 2019 NVIDIA CORPORATION. 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. from GooglePretrainedWeightDownloader import GooglePretrainedWeightDownloader from NVIDIAPretrainedWeightDownloader import NVIDIAPretrainedWeightDownloader from WikiDownloader import WikiDownloader from BooksDownloader import BooksDownloader from GLUEDownloader import GLUEDownloader from SquadDownloader import SquadDownloader class Downloader: def __init__(self, dataset_name, save_path): self.dataset_name = dataset_name self.save_path = save_path def download(self): if self.dataset_name == 'bookscorpus': self.download_bookscorpus() elif self.dataset_name == 'wikicorpus_en': self.download_wikicorpus('en') elif self.dataset_name == 'wikicorpus_zh': self.download_wikicorpus('zh') elif self.dataset_name == 'google_pretrained_weights': self.download_google_pretrained_weights() elif self.dataset_name == 'nvidia_pretrained_weights': self.download_nvidia_pretrained_weights() elif self.dataset_name in {'mrpc', 'sst-2'}: self.download_glue(self.dataset_name) elif self.dataset_name == 'squad': self.download_squad() elif self.dataset_name == 'all': self.download_bookscorpus() self.download_wikicorpus('en') self.download_wikicorpus('zh') self.download_google_pretrained_weights() self.download_nvidia_pretrained_weights() self.download_glue('mrpc') self.download_glue('sst-2') self.download_squad() else: print(self.dataset_name) assert False, 'Unknown dataset_name provided to downloader' def download_bookscorpus(self): downloader = BooksDownloader(self.save_path) downloader.download() def download_wikicorpus(self, language): downloader = WikiDownloader(language, self.save_path) downloader.download() def download_google_pretrained_weights(self): downloader = GooglePretrainedWeightDownloader(self.save_path) downloader.download() def download_nvidia_pretrained_weights(self): downloader = NVIDIAPretrainedWeightDownloader(self.save_path) downloader.download() def download_glue(self, task_name): downloader = GLUEDownloader(self.save_path) downloader.download(task_name) def download_squad(self): downloader = SquadDownloader(self.save_path) downloader.download()