237 lines
19 KiB
Plaintext
237 lines
19 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"source": [
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"# 爬取定投课堂资料\n",
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"通过解析课程json文件，获取对应资源的url从而下载所有资料\n",
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"获取课程id"
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],
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"metadata": {
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"collapsed": false
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}
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {
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"collapsed": true,
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"ExecuteTime": {
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"end_time": "2023-07-05T10:56:39.054587Z",
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"start_time": "2023-07-05T10:56:34.185665600Z"
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}
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},
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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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"C:\\Users\\75254\\PycharmProjects\\dt_audio_down\\venv\\Lib\\site-packages\\pydub\\utils.py:198: RuntimeWarning: Couldn't find ffprobe or avprobe - defaulting to ffprobe, but may not work\n",
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" warn(\"Couldn't find ffprobe or avprobe - defaulting to ffprobe, but may not work\", RuntimeWarning)\n"
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]
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},
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{
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"ename": "FileNotFoundError",
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"evalue": "[WinError 2] 系统找不到指定的文件。",
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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;31mFileNotFoundError\u001B[0m Traceback (most recent call last)",
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"Cell \u001B[1;32mIn[2], line 74\u001B[0m\n\u001B[0;32m 72\u001B[0m \u001B[38;5;28;01mwith\u001B[39;00m \u001B[38;5;28mopen\u001B[39m(\u001B[38;5;124m'\u001B[39m\u001B[38;5;124mtemp.mp3\u001B[39m\u001B[38;5;124m'\u001B[39m, \u001B[38;5;124m'\u001B[39m\u001B[38;5;124mwb\u001B[39m\u001B[38;5;124m'\u001B[39m) \u001B[38;5;28;01mas\u001B[39;00m file:\n\u001B[0;32m 73\u001B[0m file\u001B[38;5;241m.\u001B[39mwrite(i)\n\u001B[1;32m---> 74\u001B[0m audio_part \u001B[38;5;241m=\u001B[39m \u001B[43mAudioSegment\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mfrom_mp3\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;124;43m'\u001B[39;49m\u001B[38;5;124;43mtemp.mp3\u001B[39;49m\u001B[38;5;124;43m'\u001B[39;49m\u001B[43m)\u001B[49m\n\u001B[0;32m 75\u001B[0m \u001B[38;5;66;03m# audio_part = AudioSegment.from_mp3(i)\u001B[39;00m\n\u001B[0;32m 76\u001B[0m audio_seg_list\u001B[38;5;241m.\u001B[39mappend(audio_part)\n",
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"File \u001B[1;32m~\\PycharmProjects\\dt_audio_down\\venv\\Lib\\site-packages\\pydub\\audio_segment.py:796\u001B[0m, in \u001B[0;36mAudioSegment.from_mp3\u001B[1;34m(cls, file, parameters)\u001B[0m\n\u001B[0;32m 794\u001B[0m \u001B[38;5;129m@classmethod\u001B[39m\n\u001B[0;32m 795\u001B[0m \u001B[38;5;28;01mdef\u001B[39;00m \u001B[38;5;21mfrom_mp3\u001B[39m(\u001B[38;5;28mcls\u001B[39m, file, parameters\u001B[38;5;241m=\u001B[39m\u001B[38;5;28;01mNone\u001B[39;00m):\n\u001B[1;32m--> 796\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;43mcls\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mfrom_file\u001B[49m\u001B[43m(\u001B[49m\u001B[43mfile\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;124;43m'\u001B[39;49m\u001B[38;5;124;43mmp3\u001B[39;49m\u001B[38;5;124;43m'\u001B[39;49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mparameters\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mparameters\u001B[49m\u001B[43m)\u001B[49m\n",
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"File \u001B[1;32m~\\PycharmProjects\\dt_audio_down\\venv\\Lib\\site-packages\\pydub\\audio_segment.py:728\u001B[0m, in \u001B[0;36mAudioSegment.from_file\u001B[1;34m(cls, file, format, codec, parameters, start_second, duration, **kwargs)\u001B[0m\n\u001B[0;32m 726\u001B[0m info \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;01mNone\u001B[39;00m\n\u001B[0;32m 727\u001B[0m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[1;32m--> 728\u001B[0m info \u001B[38;5;241m=\u001B[39m \u001B[43mmediainfo_json\u001B[49m\u001B[43m(\u001B[49m\u001B[43morig_file\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mread_ahead_limit\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mread_ahead_limit\u001B[49m\u001B[43m)\u001B[49m\n\u001B[0;32m 729\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m info:\n\u001B[0;32m 730\u001B[0m audio_streams \u001B[38;5;241m=\u001B[39m [x \u001B[38;5;28;01mfor\u001B[39;00m x \u001B[38;5;129;01min\u001B[39;00m info[\u001B[38;5;124m'\u001B[39m\u001B[38;5;124mstreams\u001B[39m\u001B[38;5;124m'\u001B[39m]\n\u001B[0;32m 731\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m x[\u001B[38;5;124m'\u001B[39m\u001B[38;5;124mcodec_type\u001B[39m\u001B[38;5;124m'\u001B[39m] \u001B[38;5;241m==\u001B[39m \u001B[38;5;124m'\u001B[39m\u001B[38;5;124maudio\u001B[39m\u001B[38;5;124m'\u001B[39m]\n",
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"File \u001B[1;32m~\\PycharmProjects\\dt_audio_down\\venv\\Lib\\site-packages\\pydub\\utils.py:274\u001B[0m, in \u001B[0;36mmediainfo_json\u001B[1;34m(filepath, read_ahead_limit)\u001B[0m\n\u001B[0;32m 271\u001B[0m file\u001B[38;5;241m.\u001B[39mclose()\n\u001B[0;32m 273\u001B[0m command \u001B[38;5;241m=\u001B[39m [prober, \u001B[38;5;124m'\u001B[39m\u001B[38;5;124m-of\u001B[39m\u001B[38;5;124m'\u001B[39m, \u001B[38;5;124m'\u001B[39m\u001B[38;5;124mjson\u001B[39m\u001B[38;5;124m'\u001B[39m] \u001B[38;5;241m+\u001B[39m command_args\n\u001B[1;32m--> 274\u001B[0m res \u001B[38;5;241m=\u001B[39m \u001B[43mPopen\u001B[49m\u001B[43m(\u001B[49m\u001B[43mcommand\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mstdin\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mstdin_parameter\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mstdout\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mPIPE\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mstderr\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mPIPE\u001B[49m\u001B[43m)\u001B[49m\n\u001B[0;32m 275\u001B[0m output, stderr \u001B[38;5;241m=\u001B[39m res\u001B[38;5;241m.\u001B[39mcommunicate(\u001B[38;5;28minput\u001B[39m\u001B[38;5;241m=\u001B[39mstdin_data)\n\u001B[0;32m 276\u001B[0m output \u001B[38;5;241m=\u001B[39m output\u001B[38;5;241m.\u001B[39mdecode(\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mutf-8\u001B[39m\u001B[38;5;124m\"\u001B[39m, \u001B[38;5;124m'\u001B[39m\u001B[38;5;124mignore\u001B[39m\u001B[38;5;124m'\u001B[39m)\n",
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"File \u001B[1;32mC:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.11_3.11.1264.0_x64__qbz5n2kfra8p0\\Lib\\subprocess.py:1026\u001B[0m, in \u001B[0;36mPopen.__init__\u001B[1;34m(self, args, bufsize, executable, stdin, stdout, stderr, preexec_fn, close_fds, shell, cwd, env, universal_newlines, startupinfo, creationflags, restore_signals, start_new_session, pass_fds, user, group, extra_groups, encoding, errors, text, umask, pipesize, process_group)\u001B[0m\n\u001B[0;32m 1022\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mtext_mode:\n\u001B[0;32m 1023\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mstderr \u001B[38;5;241m=\u001B[39m io\u001B[38;5;241m.\u001B[39mTextIOWrapper(\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mstderr,\n\u001B[0;32m 1024\u001B[0m encoding\u001B[38;5;241m=\u001B[39mencoding, errors\u001B[38;5;241m=\u001B[39merrors)\n\u001B[1;32m-> 1026\u001B[0m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43m_execute_child\u001B[49m\u001B[43m(\u001B[49m\u001B[43margs\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mexecutable\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mpreexec_fn\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mclose_fds\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 1027\u001B[0m \u001B[43m \u001B[49m\u001B[43mpass_fds\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mcwd\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43menv\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 1028\u001B[0m \u001B[43m \u001B[49m\u001B[43mstartupinfo\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mcreationflags\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mshell\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 1029\u001B[0m \u001B[43m \u001B[49m\u001B[43mp2cread\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mp2cwrite\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 1030\u001B[0m \u001B[43m \u001B[49m\u001B[43mc2pread\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mc2pwrite\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 1031\u001B[0m \u001B[43m \u001B[49m\u001B[43merrread\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43merrwrite\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 1032\u001B[0m \u001B[43m \u001B[49m\u001B[43mrestore_signals\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 1033\u001B[0m \u001B[43m \u001B[49m\u001B[43mgid\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mgids\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43muid\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mumask\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 1034\u001B[0m \u001B[43m \u001B[49m\u001B[43mstart_new_session\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mprocess_group\u001B[49m\u001B[43m)\u001B[49m\n\u001B[0;32m 1035\u001B[0m \u001B[38;5;28;01mexcept\u001B[39;00m:\n\u001B[0;32m 1036\u001B[0m \u001B[38;5;66;03m# Cleanup if the child failed starting.\u001B[39;00m\n\u001B[0;32m 1037\u001B[0m \u001B[38;5;28;01mfor\u001B[39;00m f \u001B[38;5;129;01min\u001B[39;00m \u001B[38;5;28mfilter\u001B[39m(\u001B[38;5;28;01mNone\u001B[39;00m, (\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mstdin, \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mstdout, \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mstderr)):\n",
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"File \u001B[1;32mC:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.11_3.11.1264.0_x64__qbz5n2kfra8p0\\Lib\\subprocess.py:1538\u001B[0m, in \u001B[0;36mPopen._execute_child\u001B[1;34m(self, args, executable, preexec_fn, close_fds, pass_fds, cwd, env, startupinfo, creationflags, shell, p2cread, p2cwrite, c2pread, c2pwrite, errread, errwrite, unused_restore_signals, unused_gid, unused_gids, unused_uid, unused_umask, unused_start_new_session, unused_process_group)\u001B[0m\n\u001B[0;32m 1536\u001B[0m \u001B[38;5;66;03m# Start the process\u001B[39;00m\n\u001B[0;32m 1537\u001B[0m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[1;32m-> 1538\u001B[0m hp, ht, pid, tid \u001B[38;5;241m=\u001B[39m \u001B[43m_winapi\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mCreateProcess\u001B[49m\u001B[43m(\u001B[49m\u001B[43mexecutable\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43margs\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 1539\u001B[0m \u001B[43m \u001B[49m\u001B[38;5;66;43;03m# no special security\u001B[39;49;00m\n\u001B[0;32m 1540\u001B[0m \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;01mNone\u001B[39;49;00m\u001B[43m,\u001B[49m\n\u001B[0;32m 1541\u001B[0m \u001B[43m \u001B[49m\u001B[38;5;28;43mint\u001B[39;49m\u001B[43m(\u001B[49m\u001B[38;5;129;43;01mnot\u001B[39;49;00m\u001B[43m \u001B[49m\u001B[43mclose_fds\u001B[49m\u001B[43m)\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 1542\u001B[0m \u001B[43m \u001B[49m\u001B[43mcreationflags\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 1543\u001B[0m \u001B[43m \u001B[49m\u001B[43menv\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 1544\u001B[0m \u001B[43m \u001B[49m\u001B[43mcwd\u001B[49m\u001B[43m,\u001B[49m\n\u001B[0;32m 1545\u001B[0m \u001B[43m \u001B[49m\u001B[43mstartupinfo\u001B[49m\u001B[43m)\u001B[49m\n\u001B[0;32m 1546\u001B[0m \u001B[38;5;28;01mfinally\u001B[39;00m:\n\u001B[0;32m 1547\u001B[0m \u001B[38;5;66;03m# Child is launched. Close the parent's copy of those pipe\u001B[39;00m\n\u001B[0;32m 1548\u001B[0m \u001B[38;5;66;03m# handles that only the child should have open. You need\u001B[39;00m\n\u001B[1;32m (...)\u001B[0m\n\u001B[0;32m 1551\u001B[0m \u001B[38;5;66;03m# pipe will not close when the child process exits and the\u001B[39;00m\n\u001B[0;32m 1552\u001B[0m \u001B[38;5;66;03m# ReadFile will hang.\u001B[39;00m\n\u001B[0;32m 1553\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_close_pipe_fds(p2cread, p2cwrite,\n\u001B[0;32m 1554\u001B[0m c2pread, c2pwrite,\n\u001B[0;32m 1555\u001B[0m errread, errwrite)\n",
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"\u001B[1;31mFileNotFoundError\u001B[0m: [WinError 2] 系统找不到指定的文件。"
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]
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}
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],
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"source": [
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"import json\n",
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"import time\n",
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"\n",
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"import requests\n",
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"from IPython.display import Audio,display\n",
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"from pydub import AudioSegment\n",
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"import os\n",
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"import random\n",
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"\n",
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"with open('audio.json', encoding=\"UTF-8\") as f:\n",
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" audios = json.load(f)\n",
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"# print(type(audios[1])) # Output: dict\n",
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"# TODO: 优化代码\n",
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"\n",
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"course_id = str(audios[1]['course_id'])\n",
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"os.makedirs(course_id, exist_ok=True)\n",
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"\n",
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"# 遍历\n",
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"audio_list = []\n",
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"for audio in audios:\n",
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" # t = random.randint(1, 10)\n",
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" # time.sleep(1)\n",
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" category = audio['category']\n",
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" # requests.adapters.DEFAULT_RETRIES = 100\n",
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" # 获取音频内容\n",
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" i = 1\n",
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" while(i >= 1):\n",
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" try:\n",
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" if category == \"PLAIN_AUDIO\":\n",
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" url = audio['attachment']['url']\n",
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" # print(url)\n",
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" audio = requests.get(url)\n",
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" # print(audio.status_code)\n",
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" # display(Audio(audio.content))\n",
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" audio_list.append(audio.content)\n",
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" # print(audio['attachment']['url'])\n",
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" # filename = os.path.basename(url)\n",
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" # with open(os.path.join(course_id, filename), 'wb') as file:\n",
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" # file.write(audio.content)\n",
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" # 获取文本笔记\n",
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" elif category == \"PLAIN_TEXT\":\n",
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" text = audio['text']\n",
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" print(text)\n",
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" with open(os.path.join(course_id, course_id + 'note.txt'), 'a') as file:\n",
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" file.write(text)\n",
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" file.write(\"\\n\")\n",
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" # 获取其他可下载附件\n",
|
||
" elif category != \"MESSAGE_RECALL\":\n",
|
||
" # print(audio['category'])\n",
|
||
" if 'attachment' in audio:\n",
|
||
" url = audio['attachment']['url']\n",
|
||
" # print(audio['attachment']['url'])\n",
|
||
" attachment = requests.get(url)\n",
|
||
" filename = os.path.basename(url)\n",
|
||
" with open(os.path.join(course_id, filename), 'wb') as file:\n",
|
||
" file.write(attachment.content)\n",
|
||
" # 获取其他内容\n",
|
||
" else:\n",
|
||
" print(audio['category'])\n",
|
||
" if 'attachment' in audio:\n",
|
||
" print(audio['attachment']['url'])\n",
|
||
" i = 0\n",
|
||
" except:\n",
|
||
" i += 1\n",
|
||
" print(\"get file failed\")\n",
|
||
" if 'attachment' in audio:\n",
|
||
" print(audio['attachment']['url'])\n",
|
||
"\n",
|
||
"# 处理获取所有音频文件\n",
|
||
"audio_seg_list = []\n",
|
||
"for i in audio_list:\n",
|
||
" with open('temp.mp3', 'wb') as file:\n",
|
||
" file.write(i)\n",
|
||
" audio_part = AudioSegment.from_mp3('temp.mp3')\n",
|
||
" # audio_part = AudioSegment.from_mp3(i)\n",
|
||
" audio_seg_list.append(audio_part)\n",
|
||
"\n",
|
||
"# print(len(audio_seg_list))\n",
|
||
"x = sum(audio_seg_list)\n",
|
||
"\n",
|
||
"# 递归求和\n",
|
||
"# def sumOfList(list, size):\n",
|
||
"# if (size == 0):\n",
|
||
"# return 0\n",
|
||
"# else:\n",
|
||
"# return list[size - 1] + sumOfList(list, size - 1)\n",
|
||
"#\n",
|
||
"# total = sumOfList(list1, len(list1))\n",
|
||
"\n",
|
||
"audio_name = course_id + '/' + course_id + '.mp3'\n",
|
||
"\n",
|
||
"x.export(audio_name, format=\"mp3\")\n",
|
||
"\n",
|
||
"display(Audio(audio_name))"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"source": [
|
||
"## 获取图片url"
|
||
],
|
||
"metadata": {
|
||
"collapsed": false
|
||
}
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 1,
|
||
"outputs": [
|
||
{
|
||
"name": "stderr",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"C:\\Users\\75254\\PycharmProjects\\dt_audio_down\\venv\\Lib\\site-packages\\pydub\\utils.py:170: RuntimeWarning: Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work\n",
|
||
" warn(\"Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work\", RuntimeWarning)\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"# get all url and text\n",
|
||
"import json\n",
|
||
"import requests\n",
|
||
"from IPython.display import Audio,display\n",
|
||
"from pydub import AudioSegment\n",
|
||
"import os\n",
|
||
"\n",
|
||
"# get pic url list\n",
|
||
"\n",
|
||
"\n",
|
||
"with open('audio.json', encoding= \"UTF-8\") as f:\n",
|
||
" audios = json.load(f)\n",
|
||
"# print(type(audios[1])) # Output: dict\n",
|
||
"\n",
|
||
"course_id = str(audios[1]['course_id'])\n",
|
||
"# os.makedirs(course_id, exist_ok=True)\n",
|
||
"\n",
|
||
"audio_list = []\n",
|
||
"for audio in audios:\n",
|
||
" category = audio['category']\n",
|
||
" if category == \"PLAIN_IMAGE\":\n",
|
||
" url = audio['attachment']['url']\n",
|
||
" print(url)\n",
|
||
" # with open( course_id + '_pic_url.txt', 'a') as file:\n",
|
||
" # file.write(url)\n",
|
||
" # file.write(\"\\n\")"
|
||
],
|
||
"metadata": {
|
||
"collapsed": false,
|
||
"ExecuteTime": {
|
||
"end_time": "2023-07-05T10:56:34.184660400Z",
|
||
"start_time": "2023-07-05T10:56:34.073384900Z"
|
||
}
|
||
}
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"outputs": [],
|
||
"source": [],
|
||
"metadata": {
|
||
"collapsed": false
|
||
}
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "Python 3",
|
||
"language": "python",
|
||
"name": "python3"
|
||
},
|
||
"language_info": {
|
||
"codemirror_mode": {
|
||
"name": "ipython",
|
||
"version": 2
|
||
},
|
||
"file_extension": ".py",
|
||
"mimetype": "text/x-python",
|
||
"name": "python",
|
||
"nbconvert_exporter": "python",
|
||
"pygments_lexer": "ipython2",
|
||
"version": "2.7.6"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 0
|
||
}
|