collection______________.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "e8b7c435",
   "metadata": {},
   "outputs": [],
   "source": [
    "a=list()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "fe224245",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "list"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(a)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "24b40ff8",
   "metadata": {},
   "outputs": [],
   "source": [
    "a.append(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "49fa6191",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[5]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "254f4f29",
   "metadata": {},
   "outputs": [],
   "source": [
    "a.append(8)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "d2acfc63",
   "metadata": {},
   "outputs": [],
   "source": [
    "a.extend([5,4,6,9,8,5,6,2,3])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "039fced8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[5, 8, 5, 4, 6, 9, 8, 5, 6, 2, 3]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "a30c12ed",
   "metadata": {},
   "outputs": [],
   "source": [
    "a.sort()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "2b7828fc",
   "metadata": {},
   "outputs": [],
   "source": [
    "a.reverse()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "cc28bde5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[2, 3, 4, 5, 5, 5, 6, 6, 8, 8, 9]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "04b45471",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "9"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a.pop()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "124566fd",
   "metadata": {},
   "outputs": [],
   "source": [
    "a.remove(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "e2851cee",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[2, 3, 4, 5, 5, 6, 6, 8, 8]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "948722f3",
   "metadata": {},
   "outputs": [],
   "source": [
    "del(a[5])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "51cb6375",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[2, 3, 4, 5, 5, 6, 8, 8]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "3d003082",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['__add__', '__class__', '__class_getitem__', '__contains__', '__delattr__', '__delitem__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getitem__', '__gt__', '__hash__', '__iadd__', '__imul__', '__init__', '__init_subclass__', '__iter__', '__le__', '__len__', '__lt__', '__mul__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__reversed__', '__rmul__', '__setattr__', '__setitem__', '__sizeof__', '__str__', '__subclasshook__', 'append', 'clear', 'copy', 'count', 'extend', 'index', 'insert', 'pop', 'remove', 'reverse', 'sort']\n"
     ]
    }
   ],
   "source": [
    "print(dir(a))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "05bf85dd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a.index(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "fd9bb0e3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a.count(6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "b8dcb14d",
   "metadata": {},
   "outputs": [],
   "source": [
    "a.insert(2,5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "4e90d02d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[2, 3, 5, 4, 5, 5, 6, 8, 8]"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "158eeb6c",
   "metadata": {},
   "outputs": [],
   "source": [
    "b=a.reverse()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "24505674",
   "metadata": {},
   "outputs": [],
   "source": [
    "b"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "89e8e286",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "None\n"
     ]
    }
   ],
   "source": [
    "print(b)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "b1a34954",
   "metadata": {},
   "outputs": [],
   "source": [
    "b=a.insert(2,8)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "44fa9d31",
   "metadata": {},
   "outputs": [],
   "source": [
    "b"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "5ffe1e58",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "None\n"
     ]
    }
   ],
   "source": [
    "print(b)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "964097c3",
   "metadata": {},
   "outputs": [],
   "source": [
    "b=a.copy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "96c6c42d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[8, 8, 8, 6, 5, 5, 4, 5, 3, 2]"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "b"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "88b0d8e8",
   "metadata": {},
   "outputs": [],
   "source": [
    "a.extend([8,5,1,7])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "c3a22635",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[8, 8, 8, 6, 5, 5, 4, 5, 3, 2, 8, 5, 1, 7]"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "6fd5b5fb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[8, 8, 8, 6, 5, 5, 4, 5, 3, 2]"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "b"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "e1483de0",
   "metadata": {},
   "outputs": [],
   "source": [
    "c=a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "9c1720f0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[8, 8, 8, 6, 5, 5, 4, 5, 3, 2, 8, 5, 1, 7]"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "c"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "18d62f2a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[8, 8, 8, 6, 5, 5, 4, 5, 3, 2, 8, 5, 1, 7]"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "dfdcbfdb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "7"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a.pop()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "12e84382",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[8, 8, 8, 6, 5, 5, 4, 5, 3, 2, 8, 5, 1]"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "b5ec5de0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[8, 8, 8, 6, 5, 5, 4, 5, 3, 2, 8, 5, 1]"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "c"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "59961c25",
   "metadata": {},
   "outputs": [],
   "source": [
    "t=tuple()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "00c02642",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'tuple'>\n"
     ]
    }
   ],
   "source": [
    "print(type(t))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "c6b67ea9",
   "metadata": {},
   "outputs": [],
   "source": [
    "t=(5,4,6,8,'fgfg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "20b502b5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(5, 4, 6, 8, 'fgfg')"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "t"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "3867d37f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['__add__', '__class__', '__class_getitem__', '__contains__', '__delattr__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getitem__', '__getnewargs__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__iter__', '__le__', '__len__', '__lt__', '__mul__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__rmul__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', 'count', 'index']\n"
     ]
    }
   ],
   "source": [
    "print(dir(t))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "79202582",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "t.count(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "a2454ffd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "t.count(45)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "22d6ba16",
   "metadata": {},
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "tuple.index(x): x not in tuple",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "Input \u001b[1;32mIn [48]\u001b[0m, in \u001b[0;36m<cell line: 1>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mt\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mindex\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m45\u001b[39;49m\u001b[43m)\u001b[49m\n",
      "\u001b[1;31mValueError\u001b[0m: tuple.index(x): x not in tuple"
     ]
    }
   ],
   "source": [
    "t.index(45)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "46fb8e75",
   "metadata": {},
   "outputs": [],
   "source": [
    "d=dict()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "cc9a2273",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(d)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "8b445c04",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Naresh'"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d.setdefault(\"class\",\"Naresh\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "55ab6a57",
   "metadata": {},
   "outputs": [],
   "source": [
    "d.clear()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "47d7f0fe",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{}"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "e35cc879",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Naresh'"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d.setdefault('Name','Naresh')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "f84023cc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Name': 'Naresh'}"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "c24ffcbb",
   "metadata": {},
   "outputs": [],
   "source": [
    "d.update({'class':'Python',\"address\":\"Maninagar\"})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "id": "76e2d831",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Name': 'Naresh', 'class': 'Python', 'address': 'Maninagar'}"
      ]
     },
     "execution_count": 73,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "03ae21e7",
   "metadata": {},
   "outputs": [],
   "source": [
    "d.update({'Mobile':9853214670})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "id": "bba7a1a2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Name': 'Naresh',\n",
       " 'class': 'Python',\n",
       " 'address': 'Maninagar',\n",
       " 'Mobile': 9853214670}"
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "id": "17045762",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['__class__', '__class_getitem__', '__contains__', '__delattr__', '__delitem__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getitem__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__ior__', '__iter__', '__le__', '__len__', '__lt__', '__ne__', '__new__', '__or__', '__reduce__', '__reduce_ex__', '__repr__', '__reversed__', '__ror__', '__setattr__', '__setitem__', '__sizeof__', '__str__', '__subclasshook__', 'clear', 'copy', 'fromkeys', 'get', 'items', 'keys', 'pop', 'popitem', 'setdefault', 'update', 'values']\n"
     ]
    }
   ],
   "source": [
    "print(dir(d))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "id": "dd2e345a",
   "metadata": {},
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "get expected at least 1 argument, got 0",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "Input \u001b[1;32mIn [78]\u001b[0m, in \u001b[0;36m<cell line: 1>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43md\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
      "\u001b[1;31mTypeError\u001b[0m: get expected at least 1 argument, got 0"
     ]
    }
   ],
   "source": [
    "d.get()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "id": "22fa7d63",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Naresh'"
      ]
     },
     "execution_count": 81,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d.get('Name')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "id": "e3aba237",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "9853214670"
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d.get('Mobile')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "id": "71a4078d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_items([('Name', 'Naresh'), ('class', 'Python'), ('address', 'Maninagar'), ('Mobile', 9853214670)])"
      ]
     },
     "execution_count": 83,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d.items()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "id": "5bf4da06",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys(['Name', 'class', 'address', 'Mobile'])"
      ]
     },
     "execution_count": 84,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d.keys()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "id": "941e7d1d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_values(['Naresh', 'Python', 'Maninagar', 9853214670])"
      ]
     },
     "execution_count": 85,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d.values()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "id": "c6592959",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Maninagar'"
      ]
     },
     "execution_count": 88,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d.pop('address')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "id": "dd0155b1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "('Mobile', 9853214670)"
      ]
     },
     "execution_count": 87,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d.popitem()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "id": "d7f8c4fb",
   "metadata": {},
   "outputs": [],
   "source": [
    "d['Mobile']=58746*6310"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "id": "887f4445",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Name': 'Naresh', 'class': 'Python', 'Mobile': 370687260}"
      ]
     },
     "execution_count": 90,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "715fa097",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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