{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "8a13cfae",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "5837401d683f4cda99521aaad9baa6f6",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "sermons:   0%|          | 0/46 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/Volumes/MM/autoThread_old/churches/._all-souls_org.json 'utf-8' codec can't decode byte 0xb0 in position 37: invalid start byte\n",
      "45 files\n"
     ]
    }
   ],
   "source": [
    "from tqdm.notebook import tqdm\n",
    "from pathlib import Path\n",
    "import json\n",
    "import pandas as pd\n",
    "\n",
    "\n",
    "source = Path('/Volumes/MM/autoThread_old/churches/')\n",
    "data = []\n",
    "folder = Path(source).glob('*.json')\n",
    "for _file in tqdm(folder, total=len(list(Path(source).glob('*.json'))), desc='sermons'):\n",
    "    try:\n",
    "        with open(_file, 'r') as f:\n",
    "            docs = json.load(f) # {MP3file : {\"text\" ... }}\n",
    "    except Exception as e:\n",
    "        print(_file, e)\n",
    "        continue\n",
    "    church = _file.stem\n",
    "    updocs = {}\n",
    "    for k,v in docs.items():\n",
    "        v['church'] = church\n",
    "        updocs[k] = v\n",
    "    data.append( updocs )\n",
    "print(len(data), 'files')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "705968c8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>church</th>\n",
       "      <th>source</th>\n",
       "      <th>text</th>\n",
       "      <th>sentences</th>\n",
       "      <th>processing_time</th>\n",
       "      <th>transcription_errors</th>\n",
       "      <th>duration(s)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1.1</th>\n",
       "      <td>all-souls_org</td>\n",
       "      <td>04.02.22ILeftMyHeartInSF.mp3</td>\n",
       "      <td>Our reading this morning. Is from the same scr...</td>\n",
       "      <td>177</td>\n",
       "      <td>327.6</td>\n",
       "      <td>26</td>\n",
       "      <td>1528.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.2</th>\n",
       "      <td>all-souls_org</td>\n",
       "      <td>04.02.15AfraidOfTheDark.mp3</td>\n",
       "      <td>Mornings readings are. 2 and brief. The first ...</td>\n",
       "      <td>123</td>\n",
       "      <td>139.6</td>\n",
       "      <td>6</td>\n",
       "      <td>697.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.3</th>\n",
       "      <td>all-souls_org</td>\n",
       "      <td>03.01.26AwesomeMeetsTheFamiliar.mp3</td>\n",
       "      <td>It is a great joy and privilege for me to be h...</td>\n",
       "      <td>269</td>\n",
       "      <td>323.8</td>\n",
       "      <td>5</td>\n",
       "      <td>1443.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.4</th>\n",
       "      <td>all-souls_org</td>\n",
       "      <td>04.02.11WhatGoodIsGod.mp3</td>\n",
       "      <td>I've told many of you how excited i am to have...</td>\n",
       "      <td>125</td>\n",
       "      <td>367.6</td>\n",
       "      <td>3</td>\n",
       "      <td>1387.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.5</th>\n",
       "      <td>all-souls_org</td>\n",
       "      <td>04.02.29ConspiracyAgainstVu.mp3</td>\n",
       "      <td>Some of you may have thought that. Service wou...</td>\n",
       "      <td>198</td>\n",
       "      <td>280.8</td>\n",
       "      <td>7</td>\n",
       "      <td>1248.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45.470</th>\n",
       "      <td>uufvb_org</td>\n",
       "      <td>2012Mar18Sermon32.mp3</td>\n",
       "      <td>30 years old. Person. Usefulness. By the time ...</td>\n",
       "      <td>302</td>\n",
       "      <td>209.8</td>\n",
       "      <td>4</td>\n",
       "      <td>913.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45.471</th>\n",
       "      <td>uufvb_org</td>\n",
       "      <td>2015Feb22Sermon128.mp3</td>\n",
       "      <td>Good morning everyone is glad to be 80° today ...</td>\n",
       "      <td>632</td>\n",
       "      <td>450.8</td>\n",
       "      <td>20</td>\n",
       "      <td>1885.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45.472</th>\n",
       "      <td>uufvb_org</td>\n",
       "      <td>2011Jul24Sermon32.mp3</td>\n",
       "      <td>4 years ago. As my partner charlie and i were ...</td>\n",
       "      <td>405</td>\n",
       "      <td>295.8</td>\n",
       "      <td>5</td>\n",
       "      <td>1386.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45.473</th>\n",
       "      <td>uufvb_org</td>\n",
       "      <td>2015Feb15Sermon32.mp3</td>\n",
       "      <td>Good morning. Welcome to the unitarian univers...</td>\n",
       "      <td>472</td>\n",
       "      <td>345.6</td>\n",
       "      <td>18</td>\n",
       "      <td>1592.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45.474</th>\n",
       "      <td>uufvb_org</td>\n",
       "      <td>2010Dec12Sermon128.mp3</td>\n",
       "      <td>I shared the words of bill mckibben with joyce...</td>\n",
       "      <td>463</td>\n",
       "      <td>225.5</td>\n",
       "      <td>411</td>\n",
       "      <td>1339.5</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>6900 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "               church                               source  \\\n",
       "1.1     all-souls_org         04.02.22ILeftMyHeartInSF.mp3   \n",
       "1.2     all-souls_org          04.02.15AfraidOfTheDark.mp3   \n",
       "1.3     all-souls_org  03.01.26AwesomeMeetsTheFamiliar.mp3   \n",
       "1.4     all-souls_org            04.02.11WhatGoodIsGod.mp3   \n",
       "1.5     all-souls_org      04.02.29ConspiracyAgainstVu.mp3   \n",
       "...               ...                                  ...   \n",
       "45.470      uufvb_org                2012Mar18Sermon32.mp3   \n",
       "45.471      uufvb_org               2015Feb22Sermon128.mp3   \n",
       "45.472      uufvb_org                2011Jul24Sermon32.mp3   \n",
       "45.473      uufvb_org                2015Feb15Sermon32.mp3   \n",
       "45.474      uufvb_org               2010Dec12Sermon128.mp3   \n",
       "\n",
       "                                                     text  sentences  \\\n",
       "1.1     Our reading this morning. Is from the same scr...        177   \n",
       "1.2     Mornings readings are. 2 and brief. The first ...        123   \n",
       "1.3     It is a great joy and privilege for me to be h...        269   \n",
       "1.4     I've told many of you how excited i am to have...        125   \n",
       "1.5     Some of you may have thought that. Service wou...        198   \n",
       "...                                                   ...        ...   \n",
       "45.470  30 years old. Person. Usefulness. By the time ...        302   \n",
       "45.471  Good morning everyone is glad to be 80° today ...        632   \n",
       "45.472  4 years ago. As my partner charlie and i were ...        405   \n",
       "45.473  Good morning. Welcome to the unitarian univers...        472   \n",
       "45.474  I shared the words of bill mckibben with joyce...        463   \n",
       "\n",
       "        processing_time  transcription_errors  duration(s)  \n",
       "1.1               327.6                    26       1528.2  \n",
       "1.2               139.6                     6        697.2  \n",
       "1.3               323.8                     5       1443.6  \n",
       "1.4               367.6                     3       1387.1  \n",
       "1.5               280.8                     7       1248.1  \n",
       "...                 ...                   ...          ...  \n",
       "45.470            209.8                     4        913.2  \n",
       "45.471            450.8                    20       1885.9  \n",
       "45.472            295.8                     5       1386.5  \n",
       "45.473            345.6                    18       1592.7  \n",
       "45.474            225.5                   411       1339.5  \n",
       "\n",
       "[6900 rows x 7 columns]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# rows are (church, MP3): cols are text, etc.\n",
    "vals = []\n",
    "ids = []\n",
    "for idx,item in enumerate(data):\n",
    "    _id = 1\n",
    "    for mp3,val in item.items():\n",
    "        vals.append(val) # dict with text, time, sent, errors, dur, file(name)\n",
    "        ids.append(f\"{idx+1}.{_id}\")\n",
    "        _id += 1\n",
    "df = pd.DataFrame(data=vals, columns=['church', 'file', 'text', 'sentences', 'processing_time', 'errors', 'duration'], index=ids)\n",
    "df.duration = df.duration.round(1)\n",
    "df = df.rename(columns={'duration': 'duration(s)', 'file':'source', 'errors':'transcription_errors'})\n",
    "df.to_csv(\"unitarian-universalist-church-sermons-n=6900b.csv\")\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "fd50088f",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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