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+ {
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+ "cells": [
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+ {
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+ "cell_type": "code",
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+ "execution_count": 5,
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+ "metadata": {},
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+ "outputs": [
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+ {
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+ "name": "stderr",
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+ "output_type": "stream",
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+ "text": [
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+ "Downloading readme: 100%|██████████| 35.3k/35.3k [00:00<00:00, 483kB/s]\n"
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+ ]
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+ },
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+ {
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+ "ename": "KeyboardInterrupt",
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+ "evalue": "",
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+ "output_type": "error",
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+ "traceback": [
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+ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
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+ "\u001b[1;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)",
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+ "Cell \u001b[1;32mIn[5], line 2\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mdatasets\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m load_dataset\n\u001b[1;32m----> 2\u001b[0m dataset \u001b[38;5;241m=\u001b[39m \u001b[43mload_dataset\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mglue\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mmrpc\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 3\u001b[0m \u001b[38;5;66;03m#dataset = load_dataset('csv',data_files='my_dataset.csv')\u001b[39;00m\n",
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+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\datasets\\load.py:2609\u001b[0m, in \u001b[0;36mload_dataset\u001b[1;34m(path, name, data_dir, data_files, split, cache_dir, features, download_config, download_mode, verification_mode, ignore_verifications, keep_in_memory, save_infos, revision, token, use_auth_token, task, streaming, num_proc, storage_options, trust_remote_code, **config_kwargs)\u001b[0m\n\u001b[0;32m 2606\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m builder_instance\u001b[38;5;241m.\u001b[39mas_streaming_dataset(split\u001b[38;5;241m=\u001b[39msplit)\n\u001b[0;32m 2608\u001b[0m \u001b[38;5;66;03m# Download and prepare data\u001b[39;00m\n\u001b[1;32m-> 2609\u001b[0m \u001b[43mbuilder_instance\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdownload_and_prepare\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 2610\u001b[0m \u001b[43m \u001b[49m\u001b[43mdownload_config\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdownload_config\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 2611\u001b[0m \u001b[43m \u001b[49m\u001b[43mdownload_mode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdownload_mode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 2612\u001b[0m \u001b[43m \u001b[49m\u001b[43mverification_mode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mverification_mode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 2613\u001b[0m \u001b[43m \u001b[49m\u001b[43mnum_proc\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnum_proc\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 2614\u001b[0m \u001b[43m \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstorage_options\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 2615\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 2617\u001b[0m \u001b[38;5;66;03m# Build dataset for splits\u001b[39;00m\n\u001b[0;32m 2618\u001b[0m keep_in_memory \u001b[38;5;241m=\u001b[39m (\n\u001b[0;32m 2619\u001b[0m keep_in_memory \u001b[38;5;28;01mif\u001b[39;00m keep_in_memory \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m is_small_dataset(builder_instance\u001b[38;5;241m.\u001b[39minfo\u001b[38;5;241m.\u001b[39mdataset_size)\n\u001b[0;32m 2620\u001b[0m )\n",
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+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\datasets\\builder.py:1027\u001b[0m, in \u001b[0;36mDatasetBuilder.download_and_prepare\u001b[1;34m(self, output_dir, download_config, download_mode, verification_mode, ignore_verifications, try_from_hf_gcs, dl_manager, base_path, use_auth_token, file_format, max_shard_size, num_proc, storage_options, **download_and_prepare_kwargs)\u001b[0m\n\u001b[0;32m 1025\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m num_proc \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m 1026\u001b[0m prepare_split_kwargs[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnum_proc\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m num_proc\n\u001b[1;32m-> 1027\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_download_and_prepare\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 1028\u001b[0m \u001b[43m \u001b[49m\u001b[43mdl_manager\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdl_manager\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1029\u001b[0m \u001b[43m \u001b[49m\u001b[43mverification_mode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mverification_mode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1030\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mprepare_split_kwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1031\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mdownload_and_prepare_kwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1032\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1033\u001b[0m \u001b[38;5;66;03m# Sync info\u001b[39;00m\n\u001b[0;32m 1034\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39minfo\u001b[38;5;241m.\u001b[39mdataset_size \u001b[38;5;241m=\u001b[39m \u001b[38;5;28msum\u001b[39m(split\u001b[38;5;241m.\u001b[39mnum_bytes \u001b[38;5;28;01mfor\u001b[39;00m split \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39minfo\u001b[38;5;241m.\u001b[39msplits\u001b[38;5;241m.\u001b[39mvalues())\n",
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+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\datasets\\builder.py:1100\u001b[0m, in \u001b[0;36mDatasetBuilder._download_and_prepare\u001b[1;34m(self, dl_manager, verification_mode, **prepare_split_kwargs)\u001b[0m\n\u001b[0;32m 1098\u001b[0m split_dict \u001b[38;5;241m=\u001b[39m SplitDict(dataset_name\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdataset_name)\n\u001b[0;32m 1099\u001b[0m split_generators_kwargs \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_make_split_generators_kwargs(prepare_split_kwargs)\n\u001b[1;32m-> 1100\u001b[0m split_generators \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_split_generators\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdl_manager\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43msplit_generators_kwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1102\u001b[0m \u001b[38;5;66;03m# Checksums verification\u001b[39;00m\n\u001b[0;32m 1103\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m verification_mode \u001b[38;5;241m==\u001b[39m VerificationMode\u001b[38;5;241m.\u001b[39mALL_CHECKS \u001b[38;5;129;01mand\u001b[39;00m dl_manager\u001b[38;5;241m.\u001b[39mrecord_checksums:\n",
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+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\datasets\\packaged_modules\\parquet\\parquet.py:44\u001b[0m, in \u001b[0;36mParquet._split_generators\u001b[1;34m(self, dl_manager)\u001b[0m\n\u001b[0;32m 42\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mAt least one data file must be specified, but got data_files=\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconfig\u001b[38;5;241m.\u001b[39mdata_files\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 43\u001b[0m dl_manager\u001b[38;5;241m.\u001b[39mdownload_config\u001b[38;5;241m.\u001b[39mextract_on_the_fly \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[1;32m---> 44\u001b[0m data_files \u001b[38;5;241m=\u001b[39m \u001b[43mdl_manager\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdownload_and_extract\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mconfig\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdata_files\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 45\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(data_files, (\u001b[38;5;28mstr\u001b[39m, \u001b[38;5;28mlist\u001b[39m, \u001b[38;5;28mtuple\u001b[39m)):\n\u001b[0;32m 46\u001b[0m files \u001b[38;5;241m=\u001b[39m data_files\n",
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+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\datasets\\download\\download_manager.py:434\u001b[0m, in \u001b[0;36mDownloadManager.download_and_extract\u001b[1;34m(self, url_or_urls)\u001b[0m\n\u001b[0;32m 418\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mdownload_and_extract\u001b[39m(\u001b[38;5;28mself\u001b[39m, url_or_urls):\n\u001b[0;32m 419\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Download and extract given `url_or_urls`.\u001b[39;00m\n\u001b[0;32m 420\u001b[0m \n\u001b[0;32m 421\u001b[0m \u001b[38;5;124;03m Is roughly equivalent to:\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 432\u001b[0m \u001b[38;5;124;03m extracted_path(s): `str`, extracted paths of given URL(s).\u001b[39;00m\n\u001b[0;32m 433\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m--> 434\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mextract(\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdownload\u001b[49m\u001b[43m(\u001b[49m\u001b[43murl_or_urls\u001b[49m\u001b[43m)\u001b[49m)\n",
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+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\datasets\\download\\download_manager.py:257\u001b[0m, in \u001b[0;36mDownloadManager.download\u001b[1;34m(self, url_or_urls)\u001b[0m\n\u001b[0;32m 255\u001b[0m start_time \u001b[38;5;241m=\u001b[39m datetime\u001b[38;5;241m.\u001b[39mnow()\n\u001b[0;32m 256\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m stack_multiprocessing_download_progress_bars():\n\u001b[1;32m--> 257\u001b[0m downloaded_path_or_paths \u001b[38;5;241m=\u001b[39m \u001b[43mmap_nested\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 258\u001b[0m \u001b[43m \u001b[49m\u001b[43mdownload_func\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 259\u001b[0m \u001b[43m \u001b[49m\u001b[43murl_or_urls\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 260\u001b[0m \u001b[43m \u001b[49m\u001b[43mmap_tuple\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[0;32m 261\u001b[0m \u001b[43m \u001b[49m\u001b[43mnum_proc\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdownload_config\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mnum_proc\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 262\u001b[0m \u001b[43m \u001b[49m\u001b[43mdesc\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mDownloading data files\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m 263\u001b[0m \u001b[43m \u001b[49m\u001b[43mbatched\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[0;32m 264\u001b[0m \u001b[43m \u001b[49m\u001b[43mbatch_size\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m 265\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 266\u001b[0m duration \u001b[38;5;241m=\u001b[39m datetime\u001b[38;5;241m.\u001b[39mnow() \u001b[38;5;241m-\u001b[39m start_time\n\u001b[0;32m 267\u001b[0m logger\u001b[38;5;241m.\u001b[39minfo(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mDownloading took \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mduration\u001b[38;5;241m.\u001b[39mtotal_seconds()\u001b[38;5;250m \u001b[39m\u001b[38;5;241m/\u001b[39m\u001b[38;5;241m/\u001b[39m\u001b[38;5;250m \u001b[39m\u001b[38;5;241m60\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m min\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
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+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\datasets\\utils\\py_utils.py:508\u001b[0m, in \u001b[0;36mmap_nested\u001b[1;34m(function, data_struct, dict_only, map_list, map_tuple, map_numpy, num_proc, parallel_min_length, batched, batch_size, types, disable_tqdm, desc)\u001b[0m\n\u001b[0;32m 506\u001b[0m batch_size \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mmax\u001b[39m(\u001b[38;5;28mlen\u001b[39m(iterable) \u001b[38;5;241m/\u001b[39m\u001b[38;5;241m/\u001b[39m num_proc \u001b[38;5;241m+\u001b[39m \u001b[38;5;28mint\u001b[39m(\u001b[38;5;28mlen\u001b[39m(iterable) \u001b[38;5;241m%\u001b[39m num_proc \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m0\u001b[39m), \u001b[38;5;241m1\u001b[39m)\n\u001b[0;32m 507\u001b[0m iterable \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlist\u001b[39m(iter_batched(iterable, batch_size))\n\u001b[1;32m--> 508\u001b[0m mapped \u001b[38;5;241m=\u001b[39m [\n\u001b[0;32m 509\u001b[0m _single_map_nested((function, obj, batched, batch_size, types, \u001b[38;5;28;01mNone\u001b[39;00m, \u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;28;01mNone\u001b[39;00m))\n\u001b[0;32m 510\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m obj \u001b[38;5;129;01min\u001b[39;00m hf_tqdm(iterable, disable\u001b[38;5;241m=\u001b[39mdisable_tqdm, desc\u001b[38;5;241m=\u001b[39mdesc)\n\u001b[0;32m 511\u001b[0m ]\n\u001b[0;32m 512\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m batched:\n\u001b[0;32m 513\u001b[0m mapped \u001b[38;5;241m=\u001b[39m [mapped_item \u001b[38;5;28;01mfor\u001b[39;00m mapped_batch \u001b[38;5;129;01min\u001b[39;00m mapped \u001b[38;5;28;01mfor\u001b[39;00m mapped_item \u001b[38;5;129;01min\u001b[39;00m mapped_batch]\n",
30
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\datasets\\utils\\py_utils.py:509\u001b[0m, in \u001b[0;36m<listcomp>\u001b[1;34m(.0)\u001b[0m\n\u001b[0;32m 506\u001b[0m batch_size \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mmax\u001b[39m(\u001b[38;5;28mlen\u001b[39m(iterable) \u001b[38;5;241m/\u001b[39m\u001b[38;5;241m/\u001b[39m num_proc \u001b[38;5;241m+\u001b[39m \u001b[38;5;28mint\u001b[39m(\u001b[38;5;28mlen\u001b[39m(iterable) \u001b[38;5;241m%\u001b[39m num_proc \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m0\u001b[39m), \u001b[38;5;241m1\u001b[39m)\n\u001b[0;32m 507\u001b[0m iterable \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlist\u001b[39m(iter_batched(iterable, batch_size))\n\u001b[0;32m 508\u001b[0m mapped \u001b[38;5;241m=\u001b[39m [\n\u001b[1;32m--> 509\u001b[0m \u001b[43m_single_map_nested\u001b[49m\u001b[43m(\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfunction\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mobj\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbatched\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbatch_size\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtypes\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 510\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m obj \u001b[38;5;129;01min\u001b[39;00m hf_tqdm(iterable, disable\u001b[38;5;241m=\u001b[39mdisable_tqdm, desc\u001b[38;5;241m=\u001b[39mdesc)\n\u001b[0;32m 511\u001b[0m ]\n\u001b[0;32m 512\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m batched:\n\u001b[0;32m 513\u001b[0m mapped \u001b[38;5;241m=\u001b[39m [mapped_item \u001b[38;5;28;01mfor\u001b[39;00m mapped_batch \u001b[38;5;129;01min\u001b[39;00m mapped \u001b[38;5;28;01mfor\u001b[39;00m mapped_item \u001b[38;5;129;01min\u001b[39;00m mapped_batch]\n",
31
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\datasets\\utils\\py_utils.py:396\u001b[0m, in \u001b[0;36m_single_map_nested\u001b[1;34m(args)\u001b[0m\n\u001b[0;32m 392\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m {\n\u001b[0;32m 393\u001b[0m k: _single_map_nested((function, v, batched, batch_size, types, \u001b[38;5;28;01mNone\u001b[39;00m, \u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;28;01mNone\u001b[39;00m)) \u001b[38;5;28;01mfor\u001b[39;00m k, v \u001b[38;5;129;01min\u001b[39;00m pbar\n\u001b[0;32m 394\u001b[0m }\n\u001b[0;32m 395\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m--> 396\u001b[0m mapped \u001b[38;5;241m=\u001b[39m [_single_map_nested((function, v, batched, batch_size, types, \u001b[38;5;28;01mNone\u001b[39;00m, \u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;28;01mNone\u001b[39;00m)) \u001b[38;5;28;01mfor\u001b[39;00m v \u001b[38;5;129;01min\u001b[39;00m pbar]\n\u001b[0;32m 397\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(data_struct, \u001b[38;5;28mlist\u001b[39m):\n\u001b[0;32m 398\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m mapped\n",
32
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\datasets\\utils\\py_utils.py:396\u001b[0m, in \u001b[0;36m<listcomp>\u001b[1;34m(.0)\u001b[0m\n\u001b[0;32m 392\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m {\n\u001b[0;32m 393\u001b[0m k: _single_map_nested((function, v, batched, batch_size, types, \u001b[38;5;28;01mNone\u001b[39;00m, \u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;28;01mNone\u001b[39;00m)) \u001b[38;5;28;01mfor\u001b[39;00m k, v \u001b[38;5;129;01min\u001b[39;00m pbar\n\u001b[0;32m 394\u001b[0m }\n\u001b[0;32m 395\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m--> 396\u001b[0m mapped \u001b[38;5;241m=\u001b[39m [\u001b[43m_single_map_nested\u001b[49m\u001b[43m(\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfunction\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mv\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbatched\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbatch_size\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtypes\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mfor\u001b[39;00m v \u001b[38;5;129;01min\u001b[39;00m pbar]\n\u001b[0;32m 397\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(data_struct, \u001b[38;5;28mlist\u001b[39m):\n\u001b[0;32m 398\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m mapped\n",
33
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\datasets\\utils\\py_utils.py:377\u001b[0m, in \u001b[0;36m_single_map_nested\u001b[1;34m(args)\u001b[0m\n\u001b[0;32m 370\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m function(data_struct)\n\u001b[0;32m 371\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m (\n\u001b[0;32m 372\u001b[0m batched\n\u001b[0;32m 373\u001b[0m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(data_struct, \u001b[38;5;28mdict\u001b[39m)\n\u001b[0;32m 374\u001b[0m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(data_struct, types)\n\u001b[0;32m 375\u001b[0m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mall\u001b[39m(\u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(v, types) \u001b[38;5;28;01mfor\u001b[39;00m v \u001b[38;5;129;01min\u001b[39;00m data_struct)\n\u001b[0;32m 376\u001b[0m ):\n\u001b[1;32m--> 377\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m [mapped_item \u001b[38;5;28;01mfor\u001b[39;00m batch \u001b[38;5;129;01min\u001b[39;00m iter_batched(data_struct, batch_size) \u001b[38;5;28;01mfor\u001b[39;00m mapped_item \u001b[38;5;129;01min\u001b[39;00m function(batch)]\n\u001b[0;32m 379\u001b[0m \u001b[38;5;66;03m# Reduce logging to keep things readable in multiprocessing with tqdm\u001b[39;00m\n\u001b[0;32m 380\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m rank \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m logging\u001b[38;5;241m.\u001b[39mget_verbosity() \u001b[38;5;241m<\u001b[39m logging\u001b[38;5;241m.\u001b[39mWARNING:\n",
34
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\datasets\\utils\\py_utils.py:377\u001b[0m, in \u001b[0;36m<listcomp>\u001b[1;34m(.0)\u001b[0m\n\u001b[0;32m 370\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m function(data_struct)\n\u001b[0;32m 371\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m (\n\u001b[0;32m 372\u001b[0m batched\n\u001b[0;32m 373\u001b[0m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(data_struct, \u001b[38;5;28mdict\u001b[39m)\n\u001b[0;32m 374\u001b[0m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(data_struct, types)\n\u001b[0;32m 375\u001b[0m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mall\u001b[39m(\u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(v, types) \u001b[38;5;28;01mfor\u001b[39;00m v \u001b[38;5;129;01min\u001b[39;00m data_struct)\n\u001b[0;32m 376\u001b[0m ):\n\u001b[1;32m--> 377\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m [mapped_item \u001b[38;5;28;01mfor\u001b[39;00m batch \u001b[38;5;129;01min\u001b[39;00m iter_batched(data_struct, batch_size) \u001b[38;5;28;01mfor\u001b[39;00m mapped_item \u001b[38;5;129;01min\u001b[39;00m \u001b[43mfunction\u001b[49m\u001b[43m(\u001b[49m\u001b[43mbatch\u001b[49m\u001b[43m)\u001b[49m]\n\u001b[0;32m 379\u001b[0m \u001b[38;5;66;03m# Reduce logging to keep things readable in multiprocessing with tqdm\u001b[39;00m\n\u001b[0;32m 380\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m rank \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m logging\u001b[38;5;241m.\u001b[39mget_verbosity() \u001b[38;5;241m<\u001b[39m logging\u001b[38;5;241m.\u001b[39mWARNING:\n",
35
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\datasets\\download\\download_manager.py:313\u001b[0m, in \u001b[0;36mDownloadManager._download_batched\u001b[1;34m(self, url_or_filenames, download_config)\u001b[0m\n\u001b[0;32m 300\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m thread_map(\n\u001b[0;32m 301\u001b[0m download_func,\n\u001b[0;32m 302\u001b[0m url_or_filenames,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 310\u001b[0m tqdm_class\u001b[38;5;241m=\u001b[39mtqdm,\n\u001b[0;32m 311\u001b[0m )\n\u001b[0;32m 312\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m--> 313\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m [\n\u001b[0;32m 314\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_download_single(url_or_filename, download_config\u001b[38;5;241m=\u001b[39mdownload_config)\n\u001b[0;32m 315\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m url_or_filename \u001b[38;5;129;01min\u001b[39;00m url_or_filenames\n\u001b[0;32m 316\u001b[0m ]\n",
36
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\datasets\\download\\download_manager.py:314\u001b[0m, in \u001b[0;36m<listcomp>\u001b[1;34m(.0)\u001b[0m\n\u001b[0;32m 300\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m thread_map(\n\u001b[0;32m 301\u001b[0m download_func,\n\u001b[0;32m 302\u001b[0m url_or_filenames,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 310\u001b[0m tqdm_class\u001b[38;5;241m=\u001b[39mtqdm,\n\u001b[0;32m 311\u001b[0m )\n\u001b[0;32m 312\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 313\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m [\n\u001b[1;32m--> 314\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_download_single\u001b[49m\u001b[43m(\u001b[49m\u001b[43murl_or_filename\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdownload_config\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdownload_config\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 315\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m url_or_filename \u001b[38;5;129;01min\u001b[39;00m url_or_filenames\n\u001b[0;32m 316\u001b[0m ]\n",
37
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\datasets\\download\\download_manager.py:323\u001b[0m, in \u001b[0;36mDownloadManager._download_single\u001b[1;34m(self, url_or_filename, download_config)\u001b[0m\n\u001b[0;32m 320\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_relative_path(url_or_filename):\n\u001b[0;32m 321\u001b[0m \u001b[38;5;66;03m# append the relative path to the base_path\u001b[39;00m\n\u001b[0;32m 322\u001b[0m url_or_filename \u001b[38;5;241m=\u001b[39m url_or_path_join(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_base_path, url_or_filename)\n\u001b[1;32m--> 323\u001b[0m out \u001b[38;5;241m=\u001b[39m \u001b[43mcached_path\u001b[49m\u001b[43m(\u001b[49m\u001b[43murl_or_filename\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdownload_config\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdownload_config\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 324\u001b[0m out \u001b[38;5;241m=\u001b[39m tracked_str(out)\n\u001b[0;32m 325\u001b[0m out\u001b[38;5;241m.\u001b[39mset_origin(url_or_filename)\n",
38
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\datasets\\utils\\file_utils.py:201\u001b[0m, in \u001b[0;36mcached_path\u001b[1;34m(url_or_filename, download_config, **download_kwargs)\u001b[0m\n\u001b[0;32m 197\u001b[0m url_or_filename \u001b[38;5;241m=\u001b[39m strip_protocol(url_or_filename)\n\u001b[0;32m 199\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_remote_url(url_or_filename):\n\u001b[0;32m 200\u001b[0m \u001b[38;5;66;03m# URL, so get it from the cache (downloading if necessary)\u001b[39;00m\n\u001b[1;32m--> 201\u001b[0m output_path \u001b[38;5;241m=\u001b[39m \u001b[43mget_from_cache\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 202\u001b[0m \u001b[43m \u001b[49m\u001b[43murl_or_filename\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 203\u001b[0m \u001b[43m \u001b[49m\u001b[43mcache_dir\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcache_dir\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 204\u001b[0m \u001b[43m \u001b[49m\u001b[43mforce_download\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdownload_config\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mforce_download\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 205\u001b[0m \u001b[43m \u001b[49m\u001b[43mproxies\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdownload_config\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mproxies\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 206\u001b[0m \u001b[43m \u001b[49m\u001b[43mresume_download\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdownload_config\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mresume_download\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 207\u001b[0m \u001b[43m \u001b[49m\u001b[43muser_agent\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdownload_config\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43muser_agent\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 208\u001b[0m \u001b[43m \u001b[49m\u001b[43mlocal_files_only\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdownload_config\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mlocal_files_only\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 209\u001b[0m \u001b[43m \u001b[49m\u001b[43muse_etag\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdownload_config\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43muse_etag\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 210\u001b[0m \u001b[43m \u001b[49m\u001b[43mmax_retries\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdownload_config\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmax_retries\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 211\u001b[0m \u001b[43m \u001b[49m\u001b[43mtoken\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdownload_config\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtoken\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 212\u001b[0m \u001b[43m \u001b[49m\u001b[43mignore_url_params\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdownload_config\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mignore_url_params\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 213\u001b[0m \u001b[43m \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdownload_config\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mstorage_options\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 214\u001b[0m \u001b[43m \u001b[49m\u001b[43mdownload_desc\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdownload_config\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdownload_desc\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 215\u001b[0m \u001b[43m \u001b[49m\u001b[43mdisable_tqdm\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdownload_config\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdisable_tqdm\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 216\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 217\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mexists(url_or_filename):\n\u001b[0;32m 218\u001b[0m \u001b[38;5;66;03m# File, and it exists.\u001b[39;00m\n\u001b[0;32m 219\u001b[0m output_path \u001b[38;5;241m=\u001b[39m url_or_filename\n",
39
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\datasets\\utils\\file_utils.py:676\u001b[0m, in \u001b[0;36mget_from_cache\u001b[1;34m(url, cache_dir, force_download, proxies, etag_timeout, resume_download, user_agent, local_files_only, use_etag, max_retries, token, use_auth_token, ignore_url_params, storage_options, download_desc, disable_tqdm)\u001b[0m\n\u001b[0;32m 674\u001b[0m ftp_get(url, temp_file)\n\u001b[0;32m 675\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m scheme \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m (\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhttp\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhttps\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[1;32m--> 676\u001b[0m \u001b[43mfsspec_get\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 677\u001b[0m \u001b[43m \u001b[49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtemp_file\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstorage_options\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdesc\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdownload_desc\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdisable_tqdm\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdisable_tqdm\u001b[49m\n\u001b[0;32m 678\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 679\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 680\u001b[0m http_get(\n\u001b[0;32m 681\u001b[0m url,\n\u001b[0;32m 682\u001b[0m temp_file\u001b[38;5;241m=\u001b[39mtemp_file,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 689\u001b[0m disable_tqdm\u001b[38;5;241m=\u001b[39mdisable_tqdm,\n\u001b[0;32m 690\u001b[0m )\n",
40
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\datasets\\utils\\file_utils.py:385\u001b[0m, in \u001b[0;36mfsspec_get\u001b[1;34m(url, temp_file, storage_options, desc, disable_tqdm)\u001b[0m\n\u001b[0;32m 372\u001b[0m fs, path \u001b[38;5;241m=\u001b[39m url_to_fs(url, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m(storage_options \u001b[38;5;129;01mor\u001b[39;00m {}))\n\u001b[0;32m 373\u001b[0m callback \u001b[38;5;241m=\u001b[39m TqdmCallback(\n\u001b[0;32m 374\u001b[0m tqdm_kwargs\u001b[38;5;241m=\u001b[39m{\n\u001b[0;32m 375\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdesc\u001b[39m\u001b[38;5;124m\"\u001b[39m: desc \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mDownloading\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 383\u001b[0m }\n\u001b[0;32m 384\u001b[0m )\n\u001b[1;32m--> 385\u001b[0m \u001b[43mfs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_file\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpath\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtemp_file\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mname\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcallback\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcallback\u001b[49m\u001b[43m)\u001b[49m\n",
41
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\huggingface_hub\\hf_file_system.py:631\u001b[0m, in \u001b[0;36mHfFileSystem.get_file\u001b[1;34m(self, rpath, lpath, callback, outfile, **kwargs)\u001b[0m\n\u001b[0;32m 629\u001b[0m \u001b[38;5;66;03m# Custom implementation of `get_file` to use `http_get`.\u001b[39;00m\n\u001b[0;32m 630\u001b[0m resolve_remote_path \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mresolve_path(rpath, revision\u001b[38;5;241m=\u001b[39mrevision)\n\u001b[1;32m--> 631\u001b[0m expected_size \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43minfo\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrpath\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrevision\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mrevision\u001b[49m\u001b[43m)\u001b[49m[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msize\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[0;32m 632\u001b[0m callback\u001b[38;5;241m.\u001b[39mset_size(expected_size)\n\u001b[0;32m 633\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n",
42
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\huggingface_hub\\hf_file_system.py:526\u001b[0m, in \u001b[0;36mHfFileSystem.info\u001b[1;34m(self, path, refresh, revision, **kwargs)\u001b[0m\n\u001b[0;32m 524\u001b[0m out \u001b[38;5;241m=\u001b[39m out1[\u001b[38;5;241m0\u001b[39m]\n\u001b[0;32m 525\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m refresh \u001b[38;5;129;01mor\u001b[39;00m out \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mor\u001b[39;00m (expand_info \u001b[38;5;129;01mand\u001b[39;00m out \u001b[38;5;129;01mand\u001b[39;00m out[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlast_commit\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[1;32m--> 526\u001b[0m paths_info \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_api\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_paths_info\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 527\u001b[0m \u001b[43m \u001b[49m\u001b[43mresolved_path\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrepo_id\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 528\u001b[0m \u001b[43m \u001b[49m\u001b[43mresolved_path\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpath_in_repo\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 529\u001b[0m \u001b[43m \u001b[49m\u001b[43mexpand\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mexpand_info\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 530\u001b[0m \u001b[43m \u001b[49m\u001b[43mrevision\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mresolved_path\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrevision\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 531\u001b[0m \u001b[43m \u001b[49m\u001b[43mrepo_type\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mresolved_path\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrepo_type\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 532\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 533\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m paths_info:\n\u001b[0;32m 534\u001b[0m _raise_file_not_found(path, \u001b[38;5;28;01mNone\u001b[39;00m)\n",
43
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\huggingface_hub\\utils\\_validators.py:119\u001b[0m, in \u001b[0;36mvalidate_hf_hub_args.<locals>._inner_fn\u001b[1;34m(*args, **kwargs)\u001b[0m\n\u001b[0;32m 116\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m check_use_auth_token:\n\u001b[0;32m 117\u001b[0m kwargs \u001b[38;5;241m=\u001b[39m smoothly_deprecate_use_auth_token(fn_name\u001b[38;5;241m=\u001b[39mfn\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__name__\u001b[39m, has_token\u001b[38;5;241m=\u001b[39mhas_token, kwargs\u001b[38;5;241m=\u001b[39mkwargs)\n\u001b[1;32m--> 119\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfn\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
44
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\huggingface_hub\\hf_api.py:3145\u001b[0m, in \u001b[0;36mHfApi.get_paths_info\u001b[1;34m(self, repo_id, paths, expand, revision, repo_type, token)\u001b[0m\n\u001b[0;32m 3142\u001b[0m revision \u001b[38;5;241m=\u001b[39m quote(revision, safe\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;28;01mif\u001b[39;00m revision \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m DEFAULT_REVISION\n\u001b[0;32m 3143\u001b[0m headers \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_build_hf_headers(token\u001b[38;5;241m=\u001b[39mtoken)\n\u001b[1;32m-> 3145\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[43mget_session\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpost\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 3146\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43mf\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;132;43;01m{\u001b[39;49;00m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mendpoint\u001b[49m\u001b[38;5;132;43;01m}\u001b[39;49;00m\u001b[38;5;124;43m/api/\u001b[39;49m\u001b[38;5;132;43;01m{\u001b[39;49;00m\u001b[43mrepo_type\u001b[49m\u001b[38;5;132;43;01m}\u001b[39;49;00m\u001b[38;5;124;43ms/\u001b[39;49m\u001b[38;5;132;43;01m{\u001b[39;49;00m\u001b[43mrepo_id\u001b[49m\u001b[38;5;132;43;01m}\u001b[39;49;00m\u001b[38;5;124;43m/paths-info/\u001b[39;49m\u001b[38;5;132;43;01m{\u001b[39;49;00m\u001b[43mrevision\u001b[49m\u001b[38;5;132;43;01m}\u001b[39;49;00m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3147\u001b[0m \u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m{\u001b[49m\n\u001b[0;32m 3148\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mpaths\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mpaths\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mif\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;28;43misinstance\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mpaths\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mlist\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01melse\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43m[\u001b[49m\u001b[43mpaths\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3149\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mexpand\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mexpand\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3150\u001b[0m \u001b[43m \u001b[49m\u001b[43m}\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3151\u001b[0m \u001b[43m \u001b[49m\u001b[43mheaders\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mheaders\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 3152\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 3153\u001b[0m hf_raise_for_status(response)\n\u001b[0;32m 3154\u001b[0m paths_info \u001b[38;5;241m=\u001b[39m response\u001b[38;5;241m.\u001b[39mjson()\n",
45
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\requests\\sessions.py:637\u001b[0m, in \u001b[0;36mSession.post\u001b[1;34m(self, url, data, json, **kwargs)\u001b[0m\n\u001b[0;32m 626\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mpost\u001b[39m(\u001b[38;5;28mself\u001b[39m, url, data\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, json\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[0;32m 627\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124mr\u001b[39m\u001b[38;5;124;03m\"\"\"Sends a POST request. Returns :class:`Response` object.\u001b[39;00m\n\u001b[0;32m 628\u001b[0m \n\u001b[0;32m 629\u001b[0m \u001b[38;5;124;03m :param url: URL for the new :class:`Request` object.\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 634\u001b[0m \u001b[38;5;124;03m :rtype: requests.Response\u001b[39;00m\n\u001b[0;32m 635\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m--> 637\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mPOST\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdata\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mjson\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mjson\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
46
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\requests\\sessions.py:589\u001b[0m, in \u001b[0;36mSession.request\u001b[1;34m(self, method, url, params, data, headers, cookies, files, auth, timeout, allow_redirects, proxies, hooks, stream, verify, cert, json)\u001b[0m\n\u001b[0;32m 584\u001b[0m send_kwargs \u001b[38;5;241m=\u001b[39m {\n\u001b[0;32m 585\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtimeout\u001b[39m\u001b[38;5;124m\"\u001b[39m: timeout,\n\u001b[0;32m 586\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mallow_redirects\u001b[39m\u001b[38;5;124m\"\u001b[39m: allow_redirects,\n\u001b[0;32m 587\u001b[0m }\n\u001b[0;32m 588\u001b[0m send_kwargs\u001b[38;5;241m.\u001b[39mupdate(settings)\n\u001b[1;32m--> 589\u001b[0m resp \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msend\u001b[49m\u001b[43m(\u001b[49m\u001b[43mprep\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43msend_kwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 591\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m resp\n",
47
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\requests\\sessions.py:725\u001b[0m, in \u001b[0;36mSession.send\u001b[1;34m(self, request, **kwargs)\u001b[0m\n\u001b[0;32m 722\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m allow_redirects:\n\u001b[0;32m 723\u001b[0m \u001b[38;5;66;03m# Redirect resolving generator.\u001b[39;00m\n\u001b[0;32m 724\u001b[0m gen \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mresolve_redirects(r, request, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m--> 725\u001b[0m history \u001b[38;5;241m=\u001b[39m [resp \u001b[38;5;28;01mfor\u001b[39;00m resp \u001b[38;5;129;01min\u001b[39;00m gen]\n\u001b[0;32m 726\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 727\u001b[0m history \u001b[38;5;241m=\u001b[39m []\n",
48
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\requests\\sessions.py:725\u001b[0m, in \u001b[0;36m<listcomp>\u001b[1;34m(.0)\u001b[0m\n\u001b[0;32m 722\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m allow_redirects:\n\u001b[0;32m 723\u001b[0m \u001b[38;5;66;03m# Redirect resolving generator.\u001b[39;00m\n\u001b[0;32m 724\u001b[0m gen \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mresolve_redirects(r, request, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m--> 725\u001b[0m history \u001b[38;5;241m=\u001b[39m [resp \u001b[38;5;28;01mfor\u001b[39;00m resp \u001b[38;5;129;01min\u001b[39;00m gen]\n\u001b[0;32m 726\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 727\u001b[0m history \u001b[38;5;241m=\u001b[39m []\n",
49
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\requests\\sessions.py:266\u001b[0m, in \u001b[0;36mSessionRedirectMixin.resolve_redirects\u001b[1;34m(self, resp, req, stream, timeout, verify, cert, proxies, yield_requests, **adapter_kwargs)\u001b[0m\n\u001b[0;32m 263\u001b[0m \u001b[38;5;28;01myield\u001b[39;00m req\n\u001b[0;32m 264\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m--> 266\u001b[0m resp \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msend\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 267\u001b[0m \u001b[43m \u001b[49m\u001b[43mreq\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 268\u001b[0m \u001b[43m \u001b[49m\u001b[43mstream\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 269\u001b[0m \u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 270\u001b[0m \u001b[43m \u001b[49m\u001b[43mverify\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mverify\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 271\u001b[0m \u001b[43m \u001b[49m\u001b[43mcert\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcert\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 272\u001b[0m \u001b[43m \u001b[49m\u001b[43mproxies\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mproxies\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 273\u001b[0m \u001b[43m \u001b[49m\u001b[43mallow_redirects\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[0;32m 274\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43madapter_kwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 275\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 277\u001b[0m extract_cookies_to_jar(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcookies, prepared_request, resp\u001b[38;5;241m.\u001b[39mraw)\n\u001b[0;32m 279\u001b[0m \u001b[38;5;66;03m# extract redirect url, if any, for the next loop\u001b[39;00m\n",
50
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\requests\\sessions.py:703\u001b[0m, in \u001b[0;36mSession.send\u001b[1;34m(self, request, **kwargs)\u001b[0m\n\u001b[0;32m 700\u001b[0m start \u001b[38;5;241m=\u001b[39m preferred_clock()\n\u001b[0;32m 702\u001b[0m \u001b[38;5;66;03m# Send the request\u001b[39;00m\n\u001b[1;32m--> 703\u001b[0m r \u001b[38;5;241m=\u001b[39m \u001b[43madapter\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msend\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 705\u001b[0m \u001b[38;5;66;03m# Total elapsed time of the request (approximately)\u001b[39;00m\n\u001b[0;32m 706\u001b[0m elapsed \u001b[38;5;241m=\u001b[39m preferred_clock() \u001b[38;5;241m-\u001b[39m start\n",
51
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\huggingface_hub\\utils\\_http.py:68\u001b[0m, in \u001b[0;36mUniqueRequestIdAdapter.send\u001b[1;34m(self, request, *args, **kwargs)\u001b[0m\n\u001b[0;32m 66\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Catch any RequestException to append request id to the error message for debugging.\"\"\"\u001b[39;00m\n\u001b[0;32m 67\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m---> 68\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43msuper\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msend\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 69\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m requests\u001b[38;5;241m.\u001b[39mRequestException \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[0;32m 70\u001b[0m request_id \u001b[38;5;241m=\u001b[39m request\u001b[38;5;241m.\u001b[39mheaders\u001b[38;5;241m.\u001b[39mget(X_AMZN_TRACE_ID)\n",
52
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\requests\\adapters.py:486\u001b[0m, in \u001b[0;36mHTTPAdapter.send\u001b[1;34m(self, request, stream, timeout, verify, cert, proxies)\u001b[0m\n\u001b[0;32m 483\u001b[0m timeout \u001b[38;5;241m=\u001b[39m TimeoutSauce(connect\u001b[38;5;241m=\u001b[39mtimeout, read\u001b[38;5;241m=\u001b[39mtimeout)\n\u001b[0;32m 485\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m--> 486\u001b[0m resp \u001b[38;5;241m=\u001b[39m \u001b[43mconn\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43murlopen\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 487\u001b[0m \u001b[43m \u001b[49m\u001b[43mmethod\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmethod\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 488\u001b[0m \u001b[43m \u001b[49m\u001b[43murl\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 489\u001b[0m \u001b[43m \u001b[49m\u001b[43mbody\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbody\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 490\u001b[0m \u001b[43m \u001b[49m\u001b[43mheaders\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mheaders\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 491\u001b[0m \u001b[43m \u001b[49m\u001b[43mredirect\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[0;32m 492\u001b[0m \u001b[43m \u001b[49m\u001b[43massert_same_host\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[0;32m 493\u001b[0m \u001b[43m \u001b[49m\u001b[43mpreload_content\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[0;32m 494\u001b[0m \u001b[43m \u001b[49m\u001b[43mdecode_content\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[0;32m 495\u001b[0m \u001b[43m \u001b[49m\u001b[43mretries\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmax_retries\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 496\u001b[0m \u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 497\u001b[0m \u001b[43m \u001b[49m\u001b[43mchunked\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mchunked\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 498\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 500\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m (ProtocolError, \u001b[38;5;167;01mOSError\u001b[39;00m) \u001b[38;5;28;01mas\u001b[39;00m err:\n\u001b[0;32m 501\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mConnectionError\u001b[39;00m(err, request\u001b[38;5;241m=\u001b[39mrequest)\n",
53
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\urllib3\\connectionpool.py:793\u001b[0m, in \u001b[0;36mHTTPConnectionPool.urlopen\u001b[1;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, preload_content, decode_content, **response_kw)\u001b[0m\n\u001b[0;32m 790\u001b[0m response_conn \u001b[38;5;241m=\u001b[39m conn \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m release_conn \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m 792\u001b[0m \u001b[38;5;66;03m# Make the request on the HTTPConnection object\u001b[39;00m\n\u001b[1;32m--> 793\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_make_request\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m 794\u001b[0m \u001b[43m \u001b[49m\u001b[43mconn\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 795\u001b[0m \u001b[43m \u001b[49m\u001b[43mmethod\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 796\u001b[0m \u001b[43m \u001b[49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 797\u001b[0m \u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout_obj\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 798\u001b[0m \u001b[43m \u001b[49m\u001b[43mbody\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mbody\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 799\u001b[0m \u001b[43m \u001b[49m\u001b[43mheaders\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mheaders\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 800\u001b[0m \u001b[43m \u001b[49m\u001b[43mchunked\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mchunked\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 801\u001b[0m \u001b[43m \u001b[49m\u001b[43mretries\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mretries\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 802\u001b[0m \u001b[43m \u001b[49m\u001b[43mresponse_conn\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mresponse_conn\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 803\u001b[0m \u001b[43m \u001b[49m\u001b[43mpreload_content\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mpreload_content\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 804\u001b[0m \u001b[43m \u001b[49m\u001b[43mdecode_content\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdecode_content\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 805\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mresponse_kw\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 806\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 808\u001b[0m \u001b[38;5;66;03m# Everything went great!\u001b[39;00m\n\u001b[0;32m 809\u001b[0m clean_exit \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n",
54
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\urllib3\\connectionpool.py:537\u001b[0m, in \u001b[0;36mHTTPConnectionPool._make_request\u001b[1;34m(self, conn, method, url, body, headers, retries, timeout, chunked, response_conn, preload_content, decode_content, enforce_content_length)\u001b[0m\n\u001b[0;32m 535\u001b[0m \u001b[38;5;66;03m# Receive the response from the server\u001b[39;00m\n\u001b[0;32m 536\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m--> 537\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[43mconn\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgetresponse\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 538\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m (BaseSSLError, \u001b[38;5;167;01mOSError\u001b[39;00m) \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[0;32m 539\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_raise_timeout(err\u001b[38;5;241m=\u001b[39me, url\u001b[38;5;241m=\u001b[39murl, timeout_value\u001b[38;5;241m=\u001b[39mread_timeout)\n",
55
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\site-packages\\urllib3\\connection.py:466\u001b[0m, in \u001b[0;36mHTTPConnection.getresponse\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 463\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mresponse\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m HTTPResponse\n\u001b[0;32m 465\u001b[0m \u001b[38;5;66;03m# Get the response from http.client.HTTPConnection\u001b[39;00m\n\u001b[1;32m--> 466\u001b[0m httplib_response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43msuper\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgetresponse\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 468\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m 469\u001b[0m assert_header_parsing(httplib_response\u001b[38;5;241m.\u001b[39mmsg)\n",
56
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\http\\client.py:1344\u001b[0m, in \u001b[0;36mHTTPConnection.getresponse\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 1342\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m 1343\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m-> 1344\u001b[0m \u001b[43mresponse\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbegin\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1345\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mConnectionError\u001b[39;00m:\n\u001b[0;32m 1346\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mclose()\n",
57
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\http\\client.py:307\u001b[0m, in \u001b[0;36mHTTPResponse.begin\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 305\u001b[0m \u001b[38;5;66;03m# read until we get a non-100 response\u001b[39;00m\n\u001b[0;32m 306\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[1;32m--> 307\u001b[0m version, status, reason \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_read_status\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 308\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m status \u001b[38;5;241m!=\u001b[39m CONTINUE:\n\u001b[0;32m 309\u001b[0m \u001b[38;5;28;01mbreak\u001b[39;00m\n",
58
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\http\\client.py:268\u001b[0m, in \u001b[0;36mHTTPResponse._read_status\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 267\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_read_status\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[1;32m--> 268\u001b[0m line \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mstr\u001b[39m(\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mreadline\u001b[49m\u001b[43m(\u001b[49m\u001b[43m_MAXLINE\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miso-8859-1\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 269\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(line) \u001b[38;5;241m>\u001b[39m _MAXLINE:\n\u001b[0;32m 270\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m LineTooLong(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstatus line\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
59
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\socket.py:669\u001b[0m, in \u001b[0;36mSocketIO.readinto\u001b[1;34m(self, b)\u001b[0m\n\u001b[0;32m 667\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[0;32m 668\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m--> 669\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_sock\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrecv_into\u001b[49m\u001b[43m(\u001b[49m\u001b[43mb\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 670\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m timeout:\n\u001b[0;32m 671\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_timeout_occurred \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n",
60
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\ssl.py:1241\u001b[0m, in \u001b[0;36mSSLSocket.recv_into\u001b[1;34m(self, buffer, nbytes, flags)\u001b[0m\n\u001b[0;32m 1237\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m flags \u001b[38;5;241m!=\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[0;32m 1238\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[0;32m 1239\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnon-zero flags not allowed in calls to recv_into() on \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m%\u001b[39m\n\u001b[0;32m 1240\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__class__\u001b[39m)\n\u001b[1;32m-> 1241\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\u001b[43mnbytes\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbuffer\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1242\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 1243\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28msuper\u001b[39m()\u001b[38;5;241m.\u001b[39mrecv_into(buffer, nbytes, flags)\n",
61
+ "File \u001b[1;32mc:\\Users\\wangsitao1\\AppData\\Local\\Programs\\Python\\Python38\\lib\\ssl.py:1099\u001b[0m, in \u001b[0;36mSSLSocket.read\u001b[1;34m(self, len, buffer)\u001b[0m\n\u001b[0;32m 1097\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m 1098\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m buffer \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m-> 1099\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_sslobj\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mlen\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbuffer\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1100\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 1101\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_sslobj\u001b[38;5;241m.\u001b[39mread(\u001b[38;5;28mlen\u001b[39m)\n",
62
+ "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
63
+ ]
64
+ }
65
+ ],
66
+ "source": [
67
+ "from datasets import load_dataset\n",
68
+ "dataset = load_dataset(\"glue\",\"mrpc\")\n",
69
+ "#dataset = load_dataset('csv',data_files='my_dataset.csv')"
70
+ ]
71
+ },
72
+ {
73
+ "cell_type": "code",
74
+ "execution_count": null,
75
+ "metadata": {},
76
+ "outputs": [],
77
+ "source": [
78
+ "from transformers import BertTokenizer\n",
79
+ "\n",
80
+ "tokenizer = BertTokenizer.from_pretrained('bert-base-chinese')\n",
81
+ "\n",
82
+ "def tokenize_function(examples):\n",
83
+ " return tokenizer(examples['text'], truncation=True)\n",
84
+ "\n",
85
+ "tokenized_datasets = dataset.map(tokenize_function, batched=True)"
86
+ ]
87
+ },
88
+ {
89
+ "cell_type": "code",
90
+ "execution_count": null,
91
+ "metadata": {},
92
+ "outputs": [],
93
+ "source": [
94
+ "from transformers import BertForSequenceClassification, Trainer, TrainingArguments\n",
95
+ "\n",
96
+ "model = BertForSequenceClassification.from_pretrained(\"bert-base-chinese\")\n",
97
+ "\n",
98
+ "training_args = TrainingArguments(\n",
99
+ " output_dir=\"./results\",\n",
100
+ " num_train_epochs=3,\n",
101
+ " per_device_train_batch_size=8,\n",
102
+ " warmup_steps=500,\n",
103
+ " weight_decay=0.01,\n",
104
+ " logging_dir=\"./logs\",\n",
105
+ ")\n",
106
+ "\n",
107
+ "trainer = Trainer(\n",
108
+ " model=model,\n",
109
+ " args=training_args,\n",
110
+ " train_dataset=tokenized_datasets[\"train\"],\n",
111
+ " eval_dataset=tokenized_datasets[\"test\"]\n",
112
+ ")"
113
+ ]
114
+ },
115
+ {
116
+ "cell_type": "code",
117
+ "execution_count": null,
118
+ "metadata": {},
119
+ "outputs": [],
120
+ "source": [
121
+ "trainer.train()"
122
+ ]
123
+ },
124
+ {
125
+ "cell_type": "code",
126
+ "execution_count": null,
127
+ "metadata": {},
128
+ "outputs": [],
129
+ "source": [
130
+ "trainer.evaluate()\n"
131
+ ]
132
+ }
133
+ ],
134
+ "metadata": {
135
+ "kernelspec": {
136
+ "display_name": "Python 3",
137
+ "language": "python",
138
+ "name": "python3"
139
+ },
140
+ "language_info": {
141
+ "codemirror_mode": {
142
+ "name": "ipython",
143
+ "version": 3
144
+ },
145
+ "file_extension": ".py",
146
+ "mimetype": "text/x-python",
147
+ "name": "python",
148
+ "nbconvert_exporter": "python",
149
+ "pygments_lexer": "ipython3",
150
+ "version": "3.8.10"
151
+ }
152
+ },
153
+ "nbformat": 4,
154
+ "nbformat_minor": 2
155
+ }