src/test.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "from rich import print\n",
    "import asyncpg\n",
    "from dotenv import load_dotenv\n",
    "load_dotenv()\n",
    "from os import environ\n",
    "DB_CONN = None\n",
    "async def create_db_conn() -> asyncpg.Connection:\n",
    "    global DB_CONN\n",
    "    if not DB_CONN:\n",
    "        DB_CONN = await asyncpg.connect(\n",
    "            environ['DATABASE_URL']\n",
    "        )\n",
    "    return DB_CONN"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<asyncpg.connection.Connection at 0x7f5ca01644f0>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "await create_db_conn()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor: asyncpg.Connection = DB_CONN"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       " <Record A=1441490481 count=27>,\n",
       " <Record A=1062231390 count=6>,\n",
       " <Record A=692556651 count=93>,\n",
       " <Record A=661275801 count=1>,\n",
       " <Record A=764314170 count=22>,\n",
       " <Record A=641460218 count=15>,\n",
       " <Record A=1077851507 count=2>,\n",
       " <Record A=1457662143 count=8>,\n",
       " <Record A=519209674 count=20>,\n",
       " <Record A=1647165567 count=121>,\n",
       " <Record A=762165904 count=20>,\n",
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       " <Record A=863824727 count=7>,\n",
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       " <Record A=413664360 count=13>,\n",
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       " <Record A=1495782267 count=44>,\n",
       " <Record A=1464618402 count=1>,\n",
       " <Record A=877790088 count=4>,\n",
       " <Record A=477735399 count=21>,\n",
       " <Record A=484744674 count=55>,\n",
       " <Record A=891269290 count=39>,\n",
       " <Record A=885649518 count=2>,\n",
       " <Record A=899839313 count=1>,\n",
       " <Record A=1240478776 count=19>,\n",
       " <Record A=1455460046 count=12>,\n",
       " <Record A=363921966 count=19>,\n",
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       " <Record A=1037006830 count=1>,\n",
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       " <Record A=714448246 count=7>,\n",
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       " <Record A=946904999 count=1>,\n",
       " <Record A=693843715 count=1>,\n",
       " <Record A=1254267368 count=19>,\n",
       " <Record A=842656107 count=1>,\n",
       " <Record A=172496435 count=2>,\n",
       " <Record A=885169978 count=6>,\n",
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       " <Record A=1283650008 count=1>,\n",
       " <Record A=1084470658 count=2>,\n",
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       " <Record A=1254088162 count=10>,\n",
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       " <Record A=811674565 count=1>,\n",
       " <Record A=1617632312 count=3>,\n",
       " <Record A=1330004231 count=1>,\n",
       " <Record A=1595265982 count=22>,\n",
       " <Record A=1028398042 count=2>,\n",
       " <Record A=217431018 count=41>,\n",
       " <Record A=351329620 count=27>,\n",
       " <Record A=1209352020 count=3>,\n",
       " <Record A=916124955 count=7>,\n",
       " <Record A=1205507199 count=55>,\n",
       " <Record A=80090622 count=1>,\n",
       " <Record A=1331287243 count=18>,\n",
       " <Record A=1313072890 count=3>,\n",
       " <Record A=989201931 count=2>,\n",
       " <Record A=1079656218 count=1>,\n",
       " <Record A=105643273 count=17>,\n",
       " <Record A=1301112541 count=8>,\n",
       " <Record A=215155528 count=3>,\n",
       " <Record A=807861074 count=71>,\n",
       " <Record A=900913627 count=1>,\n",
       " <Record A=4771326 count=4>,\n",
       " <Record A=1305299776 count=35>,\n",
       " <Record A=1154387292 count=14>,\n",
       " <Record A=1643919137 count=2>,\n",
       " <Record A=1630133515 count=6>,\n",
       " <Record A=1160484168 count=7>,\n",
       " <Record A=612743870 count=45>,\n",
       " <Record A=217598019 count=2>,\n",
       " <Record A=780231012 count=12>,\n",
       " <Record A=414655300 count=5>,\n",
       " <Record A=167182887 count=2>,\n",
       " <Record A=681442621 count=8>,\n",
       " <Record A=829442563 count=1>,\n",
       " <Record A=665497835 count=11>,\n",
       " <Record A=1150156821 count=8>,\n",
       " <Record A=418013652 count=13>,\n",
       " <Record A=779804107 count=13>,\n",
       " <Record A=1289556723 count=1>,\n",
       " <Record A=1137290786 count=49>,\n",
       " <Record A=771947638 count=1>,\n",
       " <Record A=10139104 count=2>,\n",
       " <Record A=677070565 count=2>,\n",
       " <Record A=434354641 count=21>,\n",
       " <Record A=471336768 count=36>,\n",
       " <Record A=1032589219 count=6>,\n",
       " <Record A=1568690525 count=1>,\n",
       " <Record A=1577500390 count=5>,\n",
       " <Record A=1495532426 count=79>,\n",
       " <Record A=1200397745 count=2>,\n",
       " <Record A=239734698 count=15>,\n",
       " <Record A=1145908152 count=22>,\n",
       " <Record A=967297741 count=41>,\n",
       " <Record A=1359222805 count=5>,\n",
       " <Record A=448335459 count=1>,\n",
       " <Record A=896386852 count=9>,\n",
       " <Record A=1317613267 count=7>,\n",
       " <Record A=1383971262 count=13>,\n",
       " <Record A=1081561244 count=2>,\n",
       " <Record A=384821670 count=6>,\n",
       " <Record A=1133122725 count=65>,\n",
       " <Record A=1059779638 count=14>,\n",
       " <Record A=975281271 count=5>,\n",
       " <Record A=1578387205 count=51>,\n",
       " <Record A=1178973026 count=4>,\n",
       " <Record A=1026737759 count=11>,\n",
       " <Record A=819463870 count=4>,\n",
       " <Record A=784766032 count=3>,\n",
       " <Record A=980598302 count=5>,\n",
       " <Record A=1228447636 count=1>,\n",
       " <Record A=1166578290 count=14>,\n",
       " <Record A=1437948376 count=3>,\n",
       " <Record A=981700306 count=1>,\n",
       " <Record A=5979732 count=1>,\n",
       " <Record A=965149928 count=13>,\n",
       " <Record A=13446820 count=5>,\n",
       " <Record A=1266927033 count=2>,\n",
       " <Record A=930778922 count=1>,\n",
       " ...]"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "await cursor.fetch(\"\"\"SELECT \"_ListToStory\".\"A\", COUNT(*) FROM \"_ListToStory\" LEFT JOIN \"Story\" ON \"_ListToStory\".\"B\" = \"Story\".id WHERE \"Story\".completed = true GROUP BY \"A\";\"\"\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<Record A=758237883 B=60356463 id=60356463 title='instagram ( tyler hoechlin . )' description='In a world where Tyler Hoechlin actually uses instagram\\n  \\n   ( started; january 18th 2016\\n  ended; may 29th 2016 )' length=124927 createDate=datetime.datetime(2016, 1, 18, 16, 20, 14) modifyDate=datetime.datetime(2020, 9, 25, 18, 34, 4) voteCount=5832 readCount=198820 commentCount=1153 language='{\"id\": 1, \"name\": \"English\"}' username='tposeys' cover='https://img.wattpad.com/cover/60356463-256-k785884.jpg' cover_timestamp=datetime.datetime(2017, 7, 23, 11, 58, 4) completed=True categories=[6, 0] tags=['ardencho', 'danielsharman', 'dylanobrien', 'dylansprayberry', 'hollandroden', 'ianbohen', 'instagram', 'katgraham', 'khylinrhambo', 'otp', 'shelleyhennig', 'socialmedia', 'teenwolf', 'texttospeech', 'tylerhoechlin', 'tylerposey'] rating=1 mature=False copyright=1 url='https://www.wattpad.com/story/60356463-instagram-tyler-hoechlin' firstPublishedPart='{\"id\": 209664668, \"createDate\": \"2016-01-18T17:24:32Z\"}' lastPublishedPart='{\"id\": 263498003, \"createDate\": \"2016-05-29T15:17:24Z\"}' deleted=False recommended=None tsvector_content_desc=\"'18th':12 '2016':13,17 '29th':16 'actual':7 'end':14 'hoechlin':6 'instagram':9 'januari':11 'may':15 'start':10 'tyler':5 'use':8 'world':3\" indexed=True>]"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "await cursor.fetch(\"\"\"SELECT * FROM \"_ListToStory\" INNER JOIN \"Story\" ON \"_ListToStory\".\"B\"=\"Story\".id WHERE \"Story\".completed=true LIMIT 1;\"\"\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-weight: bold\">[</span>\n",
       "    <span style=\"font-weight: bold\">&lt;</span><span style=\"color: #ff00ff; text-decoration-color: #ff00ff; font-weight: bold\">Record</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">A</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1448628</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">StoryIDs</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">[</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">6501</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">17445</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">20412</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">36197</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">46740</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">51852</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">52438</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">61452</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">64013</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">65368</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">66901</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">67877</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">70993</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">76149</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">77791</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">78825</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">80076</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">96020</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">130587</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">149887</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">175458</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">212492</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">316559</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">334332</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">334542</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">469624</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">475879</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">674163</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">715089</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">750260</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">806525</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">826740</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">827785</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">877899</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">974868</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1001445</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1188656</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1383487</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1480279</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1585879</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1994914</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2392257</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2426517</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3773167</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">4388430</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">34879301</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">]</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">count</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">46</span><span style=\"font-weight: bold\">&gt;</span>\n",
       "<span style=\"font-weight: bold\">]</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1m[\u001b[0m\n",
       "    \u001b[1m<\u001b[0m\u001b[1;95mRecord\u001b[0m\u001b[39m \u001b[0m\u001b[33mA\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m1448628\u001b[0m\u001b[39m \u001b[0m\u001b[33mStoryIDs\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\u001b[1;36m6501\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m17445\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m20412\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m36197\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m46740\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m51852\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m52438\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m61452\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m64013\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m65368\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m66901\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m67877\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m70993\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m76149\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m77791\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m78825\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m80076\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m96020\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m130587\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m149887\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m175458\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m212492\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m316559\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m334332\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m334542\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m469624\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m475879\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m674163\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m715089\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m750260\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m806525\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m826740\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m827785\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m877899\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m974868\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1001445\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1188656\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1383487\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1480279\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1585879\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m1994914\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m2392257\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m2426517\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m3773167\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m4388430\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m34879301\u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m \u001b[0m\u001b[33mcount\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m46\u001b[0m\u001b[1m>\u001b[0m\n",
       "\u001b[1m]\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;36m1\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "records = await cursor.fetch(\"\"\"SELECT \"_ListToStory\".\"A\", ARRAY_AGG(\"_ListToStory\".\"B\") AS \"StoryIDs\", COUNT(\"_ListToStory\".\"A\") FROM \"_ListToStory\" INNER JOIN \"Story\" ON \"_ListToStory\".\"B\"=\"Story\".id WHERE \"Story\".completed=true AND \"Story\".\"voteCount\" > 100 GROUP BY \"_ListToStory\".\"A\" HAVING COUNT(\"_ListToStory\".\"A\") > 10 LIMIT 1;\"\"\")\n",
    "print(records[:10])\n",
    "print(len(records))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-weight: bold\">[</span>\n",
       "    <span style=\"font-weight: bold\">&lt;</span><span style=\"color: #ff00ff; text-decoration-color: #ff00ff; font-weight: bold\">Record</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">count</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">20</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">list</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1576380</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">[</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">29741</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">45333</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">87733</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">150342</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">164023</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">274358</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">290325</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">298630</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">312308</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">422784</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">453813</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">461232</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">577596</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">592628</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">617189</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">666835</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">948340</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">973477</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1081752</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1994914</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">]</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">num_stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">20</span><span style=\"color: #000000; text-decoration-color: #000000\">&gt;,</span>\n",
       "<span style=\"color: #000000; text-decoration-color: #000000\">    &lt;Record </span><span style=\"color: #808000; text-decoration-color: #808000\">count</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">13</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">list</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1580298</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">[</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">55637</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">77870</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">77925</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">79790</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">172590</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">317391</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">380579</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">414323</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">658747</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">844274</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1646513</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1646598</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">8388971</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">]</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">num_stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">13</span><span style=\"color: #000000; text-decoration-color: #000000\">&gt;,</span>\n",
       "<span style=\"color: #000000; text-decoration-color: #000000\">    &lt;Record </span><span style=\"color: #808000; text-decoration-color: #808000\">count</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">19</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">list</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1590726</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">[</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3955081</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">4250659</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">9880907</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">10248226</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">10648165</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">11858675</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">11972685</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">13864631</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">25446980</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">32285874</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">37336268</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">53548111</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">69196404</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">91773253</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">98764116</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">107087772</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">115360648</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">137249969</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">147628380</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">]</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">num_stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">19</span><span style=\"color: #000000; text-decoration-color: #000000\">&gt;,</span>\n",
       "<span style=\"color: #000000; text-decoration-color: #000000\">    &lt;Record </span><span style=\"color: #808000; text-decoration-color: #808000\">count</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">12</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">list</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1601185</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">[</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">501071</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">680878</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1001445</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1081752</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1609592</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3269344</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">6902011</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">7877337</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">7943640</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">10635790</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">14546507</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">21220077</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">]</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">num_stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">12</span><span style=\"color: #000000; text-decoration-color: #000000\">&gt;,</span>\n",
       "<span style=\"color: #000000; text-decoration-color: #000000\">    &lt;Record </span><span style=\"color: #808000; text-decoration-color: #808000\">count</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">27</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">list</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1601483</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">[</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">49609</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">418406</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">861947</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1369850</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2549896</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">4124618</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">7467918</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">11246794</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">11759278</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">13288378</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">16094526</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">22574920</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">31481213</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">32706159</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">34628127</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">45466050</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">49989757</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">52489700</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">63724577</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">70301911</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">83484297</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">96088215</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">102121568</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">108352597</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">112942839</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">122621999</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">133344241</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">]</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">num_stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">27</span><span style=\"color: #000000; text-decoration-color: #000000\">&gt;,</span>\n",
       "<span style=\"color: #000000; text-decoration-color: #000000\">    &lt;Record </span><span style=\"color: #808000; text-decoration-color: #808000\">count</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">23</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">list</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1604540</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">[</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">186</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">61255</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">286347</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">420503</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">547597</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">577593</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">581543</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">701726</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">775456</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">880283</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">995344</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1049010</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1206042</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1227626</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1561375</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1980657</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2541200</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5399509</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">19140246</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">62808185</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">192620310</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">220998019</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">221906141</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">]</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">num_stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">23</span><span style=\"color: #000000; text-decoration-color: #000000\">&gt;,</span>\n",
       "<span style=\"color: #000000; text-decoration-color: #000000\">    &lt;Record </span><span style=\"color: #808000; text-decoration-color: #808000\">count</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">51</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">list</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1605494</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">[</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">33934</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">60676</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">105872</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">128046</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">143799</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">176238</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">203382</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">241271</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">248131</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">430006</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">465702</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">588570</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1029016</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1303405</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1394311</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1869329</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5948613</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">8362022</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">8681877</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">10977308</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">12710832</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">22789992</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">25097001</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">29969320</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">33601669</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">36308499</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">38820105</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">40401270</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">42741484</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">42956020</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">43459826</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">46159699</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">52428665</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">54221457</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">54708616</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">55220571</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">56537585</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">60146790</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">60272741</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">63445259</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">64927784</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">65523524</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">73447584</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">82489830</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">85002756</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">85423314</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">88620515</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">92003977</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">106922825</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">122929383</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">138321765</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">]</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">num_stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">51</span><span style=\"color: #000000; text-decoration-color: #000000\">&gt;,</span>\n",
       "<span style=\"color: #000000; text-decoration-color: #000000\">    &lt;Record </span><span style=\"color: #808000; text-decoration-color: #808000\">count</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">17</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">list</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1610084</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">[</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">15427</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">41030</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">80076</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">80990</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">84307</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">143799</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">295466</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">325608</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">337978</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">390868</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">391172</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">465702</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">567980</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">786028</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">826740</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1035573</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">6532949</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">]</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">num_stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">17</span><span style=\"color: #000000; text-decoration-color: #000000\">&gt;,</span>\n",
       "<span style=\"color: #000000; text-decoration-color: #000000\">    &lt;Record </span><span style=\"color: #808000; text-decoration-color: #808000\">count</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">21</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">list</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1610984</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">[</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">325608</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">340975</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">391172</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">557655</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">652282</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">3333821</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">14862919</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">16776720</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">16876944</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">17836643</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">21489080</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">22644562</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">24904182</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">28348726</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">44730719</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">49206761</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">82262148</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">88620515</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">98282293</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">233247755</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">299198752</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">]</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">num_stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">21</span><span style=\"color: #000000; text-decoration-color: #000000\">&gt;,</span>\n",
       "<span style=\"color: #000000; text-decoration-color: #000000\">    &lt;Record </span><span style=\"color: #808000; text-decoration-color: #808000\">count</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">21</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">list</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1612810</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">[</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">73997</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">87476</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">172590</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">233820</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">240356</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">247896</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">293792</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">317391</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">346066</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span>\n",
       "<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">346249</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">394481</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">408916</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">414323</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">455340</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">465702</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">503223</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">506150</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">526513</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">550572</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">611184</span><span style=\"color: #000000; text-decoration-color: #000000\">, </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1239878</span><span style=\"color: #000000; text-decoration-color: #000000; font-weight: bold\">]</span><span style=\"color: #000000; text-decoration-color: #000000\"> </span><span style=\"color: #808000; text-decoration-color: #808000\">num_stories</span><span style=\"color: #000000; text-decoration-color: #000000\">=</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">21</span><span style=\"font-weight: bold\">&gt;</span>\n",
       "<span style=\"font-weight: bold\">]</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1m[\u001b[0m\n",
       "    \u001b[1m<\u001b[0m\u001b[1;95mRecord\u001b[0m\u001b[39m \u001b[0m\u001b[33mcount\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m20\u001b[0m\u001b[39m \u001b[0m\u001b[33mlist\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m1576380\u001b[0m\u001b[39m \u001b[0m\u001b[33mstories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\u001b[1;36m29741\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m45333\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m87733\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m150342\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m164023\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m274358\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m290325\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m298630\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m312308\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m422784\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m453813\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m461232\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m577596\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m592628\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m617189\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m666835\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m948340\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m973477\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1081752\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1994914\u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m \u001b[0m\u001b[33mnum_stories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m20\u001b[0m\u001b[39m>,\u001b[0m\n",
       "\u001b[39m    <Record \u001b[0m\u001b[33mcount\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m13\u001b[0m\u001b[39m \u001b[0m\u001b[33mlist\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m1580298\u001b[0m\u001b[39m \u001b[0m\u001b[33mstories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\u001b[1;36m55637\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m77870\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m77925\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m79790\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m172590\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m317391\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m380579\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m414323\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m658747\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m844274\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1646513\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1646598\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m8388971\u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m \u001b[0m\u001b[33mnum_stories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m13\u001b[0m\u001b[39m>,\u001b[0m\n",
       "\u001b[39m    <Record \u001b[0m\u001b[33mcount\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m19\u001b[0m\u001b[39m \u001b[0m\u001b[33mlist\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m1590726\u001b[0m\u001b[39m \u001b[0m\u001b[33mstories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\u001b[1;36m3955081\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m4250659\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m9880907\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m10248226\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m10648165\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m11858675\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m11972685\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m13864631\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m25446980\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m32285874\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m37336268\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m53548111\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m69196404\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m91773253\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m98764116\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m107087772\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m115360648\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m137249969\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m147628380\u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m \u001b[0m\u001b[33mnum_stories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m19\u001b[0m\u001b[39m>,\u001b[0m\n",
       "\u001b[39m    <Record \u001b[0m\u001b[33mcount\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m12\u001b[0m\u001b[39m \u001b[0m\u001b[33mlist\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m1601185\u001b[0m\u001b[39m \u001b[0m\u001b[33mstories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\u001b[1;36m501071\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m680878\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1001445\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1081752\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1609592\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m3269344\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m6902011\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m7877337\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m7943640\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m10635790\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m14546507\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m21220077\u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m \u001b[0m\u001b[33mnum_stories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m12\u001b[0m\u001b[39m>,\u001b[0m\n",
       "\u001b[39m    <Record \u001b[0m\u001b[33mcount\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m27\u001b[0m\u001b[39m \u001b[0m\u001b[33mlist\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m1601483\u001b[0m\u001b[39m \u001b[0m\u001b[33mstories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\u001b[1;36m49609\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m418406\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m861947\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1369850\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m2549896\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m4124618\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m7467918\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m11246794\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m11759278\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m13288378\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m16094526\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m22574920\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m31481213\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m32706159\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m34628127\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m45466050\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m49989757\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m52489700\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m63724577\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m70301911\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m83484297\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m96088215\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m102121568\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m108352597\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m112942839\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m122621999\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m133344241\u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m \u001b[0m\u001b[33mnum_stories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m27\u001b[0m\u001b[39m>,\u001b[0m\n",
       "\u001b[39m    <Record \u001b[0m\u001b[33mcount\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m23\u001b[0m\u001b[39m \u001b[0m\u001b[33mlist\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m1604540\u001b[0m\u001b[39m \u001b[0m\u001b[33mstories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\u001b[1;36m186\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m61255\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m286347\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m420503\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m547597\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m577593\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m581543\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m701726\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m775456\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m880283\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m995344\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1049010\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1206042\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1227626\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1561375\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1980657\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m2541200\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m5399509\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m19140246\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m62808185\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m192620310\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m220998019\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m221906141\u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m \u001b[0m\u001b[33mnum_stories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m23\u001b[0m\u001b[39m>,\u001b[0m\n",
       "\u001b[39m    <Record \u001b[0m\u001b[33mcount\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m51\u001b[0m\u001b[39m \u001b[0m\u001b[33mlist\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m1605494\u001b[0m\u001b[39m \u001b[0m\u001b[33mstories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\u001b[1;36m33934\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m60676\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m105872\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m128046\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m143799\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m176238\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m203382\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m241271\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m248131\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m430006\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m465702\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m588570\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1029016\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1303405\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1394311\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1869329\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m5948613\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m8362022\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m8681877\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m10977308\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m12710832\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m22789992\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m25097001\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m29969320\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m33601669\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m36308499\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m38820105\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m40401270\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m42741484\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m42956020\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m43459826\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m46159699\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m52428665\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m54221457\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m54708616\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m55220571\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m56537585\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m60146790\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m60272741\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m63445259\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m64927784\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m65523524\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m73447584\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m82489830\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m85002756\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m85423314\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m88620515\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m92003977\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m106922825\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m122929383\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m138321765\u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m \u001b[0m\u001b[33mnum_stories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m51\u001b[0m\u001b[39m>,\u001b[0m\n",
       "\u001b[39m    <Record \u001b[0m\u001b[33mcount\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m17\u001b[0m\u001b[39m \u001b[0m\u001b[33mlist\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m1610084\u001b[0m\u001b[39m \u001b[0m\u001b[33mstories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\u001b[1;36m15427\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m41030\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m80076\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m80990\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m84307\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m143799\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m295466\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m325608\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m337978\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m390868\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m391172\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m465702\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m567980\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m786028\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m826740\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1035573\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m6532949\u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m \u001b[0m\u001b[33mnum_stories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m17\u001b[0m\u001b[39m>,\u001b[0m\n",
       "\u001b[39m    <Record \u001b[0m\u001b[33mcount\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m21\u001b[0m\u001b[39m \u001b[0m\u001b[33mlist\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m1610984\u001b[0m\u001b[39m \u001b[0m\u001b[33mstories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\u001b[1;36m325608\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m340975\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m391172\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m557655\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m652282\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m3333821\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m14862919\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m16776720\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m16876944\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m17836643\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m21489080\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m22644562\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m24904182\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m28348726\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m44730719\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m49206761\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m82262148\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m88620515\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m98282293\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m233247755\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m299198752\u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m \u001b[0m\u001b[33mnum_stories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m21\u001b[0m\u001b[39m>,\u001b[0m\n",
       "\u001b[39m    <Record \u001b[0m\u001b[33mcount\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m21\u001b[0m\u001b[39m \u001b[0m\u001b[33mlist\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m1612810\u001b[0m\u001b[39m \u001b[0m\u001b[33mstories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;39m[\u001b[0m\u001b[1;36m73997\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m87476\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m172590\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m233820\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m240356\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m247896\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m293792\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m317391\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m346066\u001b[0m\u001b[39m, \u001b[0m\n",
       "\u001b[1;36m346249\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m394481\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m408916\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m414323\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m455340\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m465702\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m503223\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m506150\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m526513\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m550572\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m611184\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m1239878\u001b[0m\u001b[1;39m]\u001b[0m\u001b[39m \u001b[0m\u001b[33mnum_stories\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m21\u001b[0m\u001b[1m>\u001b[0m\n",
       "\u001b[1m]\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">50</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;36m50\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Gather lists that have 10 or more stories, and each of those stories have atleast 10 votes (completed or otherwise). Return the list ID and a list of all stories in that list.\n",
    "\n",
    "if True:\n",
    "    records = await cursor.fetch(\"\"\"\n",
    "    SELECT\n",
    "        \"_ListToStory\".\"A\" as \"list\",\n",
    "        ARRAY_AGG(\"_ListToStory\".\"B\") AS \"stories\",\n",
    "        COUNT(\"_ListToStory\".\"A\") AS \"num_stories\"\n",
    "        FROM \"_ListToStory\"\n",
    "\n",
    "        INNER JOIN \"Story\"\n",
    "        ON \"_ListToStory\".\"B\" = \"Story\".id\n",
    "        GROUP BY \"_ListToStory\".\"A\"\n",
    "        HAVING MIN(\"Story\".\"voteCount\") >= 10\n",
    "        AND COUNT(\"_ListToStory\".\"A\") >= 10\n",
    "\n",
    "        ORDER BY \"_ListToStory\".\"A\" ASC\n",
    "        LIMIT 50\n",
    "        OFFSET 50;\n",
    "\n",
    "    \"\"\")\n",
    "    print(records[:10])\n",
    "    print(len(records))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "</pre>\n"
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       "done \u001b[33mlimit\u001b[0m=\u001b[1;36m5000\u001b[0m \u001b[33moffset\u001b[0m=\u001b[1;36m0\u001b[0m\n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">done <span style=\"color: #808000; text-decoration-color: #808000\">limit</span>=<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5000</span> <span style=\"color: #808000; text-decoration-color: #808000\">offset</span>=<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5000</span>\n",
       "</pre>\n"
      ],
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       "done \u001b[33mlimit\u001b[0m=\u001b[1;36m5000\u001b[0m \u001b[33moffset\u001b[0m=\u001b[1;36m5000\u001b[0m\n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">done <span style=\"color: #808000; text-decoration-color: #808000\">limit</span>=<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5000</span> <span style=\"color: #808000; text-decoration-color: #808000\">offset</span>=<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">10000</span>\n",
       "</pre>\n"
      ],
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       "done \u001b[33mlimit\u001b[0m=\u001b[1;36m5000\u001b[0m \u001b[33moffset\u001b[0m=\u001b[1;36m10000\u001b[0m\n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">done <span style=\"color: #808000; text-decoration-color: #808000\">limit</span>=<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5000</span> <span style=\"color: #808000; text-decoration-color: #808000\">offset</span>=<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">15000</span>\n",
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       "done \u001b[33mlimit\u001b[0m=\u001b[1;36m5000\u001b[0m \u001b[33moffset\u001b[0m=\u001b[1;36m15000\u001b[0m\n"
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       "done \u001b[33mlimit\u001b[0m=\u001b[1;36m5000\u001b[0m \u001b[33moffset\u001b[0m=\u001b[1;36m25000\u001b[0m\n"
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       "done \u001b[33mlimit\u001b[0m=\u001b[1;36m5000\u001b[0m \u001b[33moffset\u001b[0m=\u001b[1;36m30000\u001b[0m\n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">done\n",
       "</pre>\n"
      ],
      "text/plain": [
       "done\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Gather lists that have 10 or more stories, and each of those stories have atleast 10 votes (completed or otherwise). Return the list ID and a list of all stories in that list.\n",
    "\n",
    "limit, offset = 5000, 0\n",
    "with open('sids.txt', 'a') as sids_h:\n",
    "    with open('lids.txt', 'a') as lids_h:\n",
    "        while True:\n",
    "            records = await cursor.fetch(\"\"\"\n",
    "            SELECT\n",
    "                \"_ListToStory\".\"A\" as \"list\",\n",
    "                ARRAY_AGG(\"_ListToStory\".\"B\") AS \"stories\"\n",
    "                FROM \"_ListToStory\"\n",
    "\n",
    "                INNER JOIN \"Story\"\n",
    "                ON \"_ListToStory\".\"B\" = \"Story\".id\n",
    "                GROUP BY \"_ListToStory\".\"A\"\n",
    "                HAVING MIN(\"Story\".\"voteCount\") >= 10\n",
    "                AND COUNT(\"_ListToStory\".\"A\") >= 10\n",
    "\n",
    "                ORDER BY \"_ListToStory\".\"A\" ASC\n",
    "                LIMIT $1\n",
    "                OFFSET $2;\n",
    "\n",
    "            \"\"\", limit, offset)\n",
    "            lids, sids = [str(record['list']) for record in records], [record['stories'] for record in records]\n",
    "            for sid in sids:\n",
    "                sids_h.write(\" \".join([str(s) for s in sid]) + \"\\n\")\n",
    "            lids_h.write(\"\\n\".join(lids) + \"\\n\")\n",
    "            print(f\"done {limit=} {offset=}\")\n",
    "            offset = offset + limit\n",
    "            if not records:\n",
    "                break\n",
    "print(\"done\")\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "metadata": {},
   "outputs": [],
   "source": [
    "from itertools import chain\n",
    "\n",
    "\n",
    "with open('sids.txt', 'r') as story_ids:\n",
    "    ids = list(chain.from_iterable([line.split(\" \") for line in story_ids.readlines()]))\n",
    "    out = \"\\n\".join([id for id in ids if id != '']).replace(\"\\n\\n\", \"\\n\") # no idea why this happens\n",
    "    with open('story_ids.txt', 'w') as handler:\n",
    "        handler.write(out)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 132,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2220670</span> lines loaded\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;36m2220670\u001b[0m lines loaded\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with open('embeddings') as handler:\n",
    "    embeddings_raw = [line.strip() for line in handler.readlines()[4:]]\n",
    "    # Start to load a trained starspace model.\n",
    "    # STARSPACE-2018-2\n",
    "    # Model loaded.\n",
    "    # Predictions use 386720 known labels.\n",
    "    print(len(embeddings_raw), \"lines loaded\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 133,
   "metadata": {},
   "outputs": [],
   "source": [
    "from itertools import zip_longest\n",
    "def grouper(n, iterable, padvalue=None):\n",
    "    # Thanks https://stackoverflow.com/a/312644\n",
    "    \"grouper(3, 'abcdefg', 'x') --> ('a','b','c'), ('d','e','f'), ('g','x','x')\"\n",
    "    return zip_longest(*[iter(iterable)]*n, fillvalue=padvalue)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "metadata": {},
   "outputs": [],
   "source": [
    "embedding_pairs = list(grouper(2, embeddings_raw))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 143,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "('6501',\n",
       " '-0.199245 -0.0506518 0.00747807 0.0715903 0.056363 -0.0688545 -0.0966344 0.0375396 -0.0623841 0.156846 0.0796977 3.30169e-05 0.0803112 -0.0346252 -0.0889945 -0.00975803 0.155911 -0.0404718 0.0593154 0.101038 -0.0251951 0.0377808 -0.0527409 -0.0896889 -0.0393512 -0.0245343 0.17143 -0.112598 -0.158899 0.080887 0.16115 0.0500992 -0.020489 0.0102698 0.0739828 0.0882712 -0.0145368 -0.0675162 -0.034997 -0.0389806 0.0583331 -0.0580784 -0.0123978 -0.14178 0.0909726 0.0249295 0.0715458 -0.0672207 -0.0395715 0.103535 0.0444202 0.107718 -0.078376 0.0341841 -0.00703742 -0.0258491 0.0283285 -0.0510868 -0.1341 -0.0572724 0.169065 0.16329 -0.0542815 0.108796 0.121971 -0.0169707 0.206417 -0.034578 -0.125401 -0.0678717 0.0307413 -0.126458 -0.0831852 0.0798361 -0.0690379 -0.240386 0.101779 -0.054327 -0.10877 -0.00157392 0.215158 -0.0585009 -0.285273 -0.0959894 -0.120163 0.0324156 0.0200307 0.0756687 -0.103217 -0.0243171 0.241266 -0.0334473 0.0387139 -0.193606 -0.0962382 0.0283752 0.0437517 -0.161451 0.0705334 0.138331')"
      ]
     },
     "execution_count": 143,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "embedding_pairs[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 144,
   "metadata": {},
   "outputs": [],
   "source": [
    "embeddings = []\n",
    "for embedding in embedding_pairs:\n",
    "    embeddings.append((int(embedding[0]), [float(i) for i in embedding[1].split(\" \")]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 146,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 146,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "load_dotenv()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 149,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/thel/code/projects/personal/Stylography/src/.venv/lib/python3.10/site-packages/qdrant_client/async_qdrant_remote.py:117: UserWarning: Api key is used with an insecure connection.\n",
      "  warnings.warn(\"Api key is used with an insecure connection.\")\n"
     ]
    }
   ],
   "source": [
    "from qdrant_client import AsyncQdrantClient, models\n",
    "qdrant = AsyncQdrantClient(\n",
    "        url=environ['QDRANT_HOST'],\n",
    "        port=int(environ['QDRANT_PORT']),\n",
    "        grpc_port=int(environ['QDRANT_GRPC_PORT']),\n",
    "        prefer_grpc=True,\n",
    "        api_key=(environ['QDRANT_API_KEY']),\n",
    "        \n",
    "    )\n",
    "COLLECTION_NAME = \"wpa_recommendations\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 150,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "E0000 00:00:1733063598.354600 4078513 ssl_transport_security.cc:1659] Handshake failed with fatal error SSL_ERROR_SSL: error:100000f7:SSL routines:OPENSSL_internal:WRONG_VERSION_NUMBER\n",
      "E0000 00:00:1733063616.802554 4078514 ssl_transport_security.cc:1659] Handshake failed with fatal error SSL_ERROR_SSL: error:100000f7:SSL routines:OPENSSL_internal:WRONG_VERSION_NUMBER\n"
     ]
    }
   ],
   "source": [
    "if not await qdrant.collection_exists(COLLECTION_NAME):\n",
    "    await qdrant.create_collection(\n",
    "                collection_name=COLLECTION_NAME,\n",
    "                vectors_config=models.VectorParams(\n",
    "                    size=len(embeddings[0][1]),\n",
    "                    distance=models.Distance.COSINE,\n",
    "                ),\n",
    "            )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 151,
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "E0000 00:00:1733063890.573020 4078514 ssl_transport_security.cc:1659] Handshake failed with fatal error SSL_ERROR_SSL: error:100000f7:SSL routines:OPENSSL_internal:WRONG_VERSION_NUMBER\n"
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    {
     "ename": "TypeError",
     "evalue": "cannot unpack non-iterable NoneType object",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[151], line 4\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m idx, chunk \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28menumerate\u001b[39m(grouper(\u001b[38;5;241m10000\u001b[39m, embeddings)):\n\u001b[1;32m      2\u001b[0m     \u001b[38;5;28;01mawait\u001b[39;00m qdrant\u001b[38;5;241m.\u001b[39mupsert(\n\u001b[1;32m      3\u001b[0m             collection_name\u001b[38;5;241m=\u001b[39mCOLLECTION_NAME,\n\u001b[0;32m----> 4\u001b[0m             points\u001b[38;5;241m=\u001b[39m[\n\u001b[1;32m      5\u001b[0m                 models\u001b[38;5;241m.\u001b[39mPointStruct(\u001b[38;5;28mid\u001b[39m\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mid\u001b[39m, vector\u001b[38;5;241m=\u001b[39membedding)\n\u001b[1;32m      6\u001b[0m                 \u001b[38;5;28;01mfor\u001b[39;00m \u001b[38;5;28mid\u001b[39m, embedding \u001b[38;5;129;01min\u001b[39;00m chunk\n\u001b[1;32m      7\u001b[0m             ],\n\u001b[1;32m      8\u001b[0m )\n\u001b[1;32m      9\u001b[0m     \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mon chunk\u001b[39m\u001b[38;5;124m\"\u001b[39m, idx)\n",
      "Cell \u001b[0;32mIn[151], line 6\u001b[0m, in \u001b[0;36m<listcomp>\u001b[0;34m(.0)\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m idx, chunk \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28menumerate\u001b[39m(grouper(\u001b[38;5;241m10000\u001b[39m, embeddings)):\n\u001b[1;32m      2\u001b[0m     \u001b[38;5;28;01mawait\u001b[39;00m qdrant\u001b[38;5;241m.\u001b[39mupsert(\n\u001b[1;32m      3\u001b[0m             collection_name\u001b[38;5;241m=\u001b[39mCOLLECTION_NAME,\n\u001b[1;32m      4\u001b[0m             points\u001b[38;5;241m=\u001b[39m[\n\u001b[1;32m      5\u001b[0m                 models\u001b[38;5;241m.\u001b[39mPointStruct(\u001b[38;5;28mid\u001b[39m\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mid\u001b[39m, vector\u001b[38;5;241m=\u001b[39membedding)\n\u001b[0;32m----> 6\u001b[0m                 \u001b[38;5;28;01mfor\u001b[39;00m \u001b[38;5;28mid\u001b[39m, embedding \u001b[38;5;129;01min\u001b[39;00m chunk\n\u001b[1;32m      7\u001b[0m             ],\n\u001b[1;32m      8\u001b[0m )\n\u001b[1;32m      9\u001b[0m     \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mon chunk\u001b[39m\u001b[38;5;124m\"\u001b[39m, idx)\n",
      "\u001b[0;31mTypeError\u001b[0m: cannot unpack non-iterable NoneType object"
     ]
    }
   ],
   "source": [
    "for idx, chunk in enumerate(grouper(10000, embeddings)):\n",
    "    await qdrant.upsert(\n",
    "            collection_name=COLLECTION_NAME,\n",
    "            points=[\n",
    "                models.PointStruct(id=id, vector=embedding)\n",
    "                for id, embedding in chunk\n",
    "            ],\n",
    ")\n",
    "    print(\"on chunk\", idx)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 152,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1110335"
      ]
     },
     "execution_count": 152,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "E0000 00:00:1733063990.654697 4078514 ssl_transport_security.cc:1659] Handshake failed with fatal error SSL_ERROR_SSL: error:100000f7:SSL routines:OPENSSL_internal:WRONG_VERSION_NUMBER\n"
     ]
    }
   ],
   "source": [
    "len(embeddings)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 157,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Record(id=62674845, payload={}, vector=None, shard_key=None, order_value=None)]"
      ]
     },
     "execution_count": 157,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "E0000 00:00:1733064361.213553 4078512 ssl_transport_security.cc:1659] Handshake failed with fatal error SSL_ERROR_SSL: error:100000f7:SSL routines:OPENSSL_internal:WRONG_VERSION_NUMBER\n",
      "E0000 00:00:1733064473.532614 4078510 ssl_transport_security.cc:1659] Handshake failed with fatal error SSL_ERROR_SSL: error:100000f7:SSL routines:OPENSSL_internal:WRONG_VERSION_NUMBER\n"
     ]
    }
   ],
   "source": [
    "await qdrant.retrieve(collection_name=COLLECTION_NAME, ids=[62674845])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 166,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">Enter Story ID: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">161045339</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "Enter Story ID: \u001b[1;36m161045339\u001b[0m\n"
      ]
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">Recommended points:\n",
       "<span style=\"font-weight: bold\">[</span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">157963570</span>, <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">194774716</span>, <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">263729327</span><span style=\"font-weight: bold\">]</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "Recommended points:\n",
       "\u001b[1m[\u001b[0m\u001b[1;36m157963570\u001b[0m, \u001b[1;36m194774716\u001b[0m, \u001b[1;36m263729327\u001b[0m\u001b[1m]\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "E0000 00:00:1733065089.046129 4078512 ssl_transport_security.cc:1659] Handshake failed with fatal error SSL_ERROR_SSL: error:100000f7:SSL routines:OPENSSL_internal:WRONG_VERSION_NUMBER\n",
      "E0000 00:00:1733065218.652891 4078513 ssl_transport_security.cc:1659] Handshake failed with fatal error SSL_ERROR_SSL: error:100000f7:SSL routines:OPENSSL_internal:WRONG_VERSION_NUMBER\n"
     ]
    }
   ],
   "source": [
    "story_id = int(input(\"Enter Story ID: \"))\n",
    "print(\"Enter Story ID: 161045339\")\n",
    "response = await qdrant.query_points(\n",
    "    collection_name=COLLECTION_NAME,\n",
    "    query=models.RecommendQuery(\n",
    "        recommend=models.RecommendInput(\n",
    "            positive=[story_id],\n",
    "            strategy=models.RecommendStrategy.AVERAGE_VECTOR,\n",
    "        )\n",
    "    ),\n",
    "    limit=3,\n",
    ")\n",
    "print(\"Recommended points:\", [point.id for point in response.points])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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