{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cmpsc\n",
      "bfjps\n"
     ]
    }
   ],
   "source": [
    "def removeVowels(s):\n",
    "    vowels = \"aeiouAEIOU\"\n",
    "    sWithoutVowels = \"\"\n",
    "    for eachChar in s:\n",
    "        if eachChar not in vowels:\n",
    "            sWithoutVowels = sWithoutVowels + eachChar\n",
    "    return sWithoutVowels\n",
    "\n",
    "print(removeVowels(\"compsci\"))\n",
    "print(removeVowels(\"aAbEefIijOopUus\"))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "import smtplib\n",
    "from email.mime.multipart import MIMEMultipart \n",
    "server = smtplib.SMTP(\"smtp.office365.com\", 587)\n",
    "server.starttls()\n",
    "server.login('fyenneyenn@hotmail.com', 'NOmoreuse7-') \n",
    "print('connecting...')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "try:\n",
    "    del config\n",
    "except:\n",
    "    pass\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "try:\n",
    "    del config\n",
    "except:\n",
    "    pass\n",
    "from mail_sender import config\n",
    "import smtplib\n",
    "from email.mime.multipart import MIMEMultipart\n",
    "from email.mime.text import MIMEText \n",
    "from email.mime.base import MIMEBase\n",
    "from email import encoders"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<smtplib.SMTP at 0x2425836deb0>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a = config()\n",
    "a.server"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "def parchecker(str1):\n",
    "    s = []\n",
    "    bal = True\n",
    "    index = 0\n",
    "    while index < len(str1) and bal:\n",
    "        symbol = str1[index]\n",
    "        print(s, symbol, 'aaaaaaaa')\n",
    "        if symbol == \"(\":\n",
    "            s.append(symbol) # -- 只有 ( 入栈\n",
    "        else:\n",
    "            if s == []:\n",
    "                bal = False\n",
    "            else:\n",
    "                s.pop()  # -- 有一个 ) 则pop 一个\n",
    "        index += 1\n",
    "        \n",
    "    if bal and s == []:\n",
    "        return True \n",
    "    else:\n",
    "        return False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "def parchecker(str1):\n",
    "    s = []\n",
    "    bal = True\n",
    "    index = 0\n",
    "    while index < len(str1) and bal:\n",
    "        symbol = str1[index]        \n",
    "        # ============================================================================ #\n",
    "        #                                      前括号                                   #\n",
    "        # ============================================================================ #\n",
    "        if symbol in \"([{\":\n",
    "            s.append(symbol) # -- 只有 ([{ 入栈\n",
    "        # ============================================================================ #\n",
    "        #                                      后括号                                   #\n",
    "        # ============================================================================ #\n",
    "        else: \n",
    "            if s == []:\n",
    "                bal = False\n",
    "            else:\n",
    "                top = s.pop()  # -- 有一个 \")]}\" 则 pop 一个 ([{\n",
    "                if not matches(top, symbol):\n",
    "                    bal = False # 因为顺序是固定的, 所以top and pop应该match, 否则返回 unbalanced.\n",
    "        index += 1\n",
    "        # ============================================================================ #\n",
    "        #                                     next                                     #\n",
    "        # ============================================================================ #\n",
    "    if bal and s == []:\n",
    "        return True \n",
    "    else:\n",
    "        return False\n",
    "    \n",
    "def matches(open, close):\n",
    "    opens = \"([{\"\n",
    "    closes = \")]}\"\n",
    "    return opens.index(open) == closes.index(close)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "parchecker(\"((({})))\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 中序表达式转换后序, 前序\n",
    "\n",
    "中序表达式： $(1 + 4) * 3 + 10 / 5$\n",
    "\n",
    "前序表达式： $+ * + 1 4 3  / 10 5$\n",
    "\n",
    "后序表达式： $1 4 + 3 *  10 5 / +$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 196,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4"
      ]
     },
     "execution_count": 196,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import string \n",
    "import time\n",
    "(lambda x: x+2)(2)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "infixexp = '( A + B ) * C + D / E'\n",
    "# 'A B + C * D E / +' \n",
    "# 1. 优先括号.\n",
    "# 2. 优先乘除.\n",
    "# "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 210,
   "metadata": {},
   "outputs": [],
   "source": [
    "def func_(infixexp):\n",
    "    token_list = infixexp.split()\n",
    "    opstack     = [] #\n",
    "    postfixlist = [] # 输出\n",
    "    prec = {}\n",
    "    prec['*'] = 3\n",
    "    prec['/'] = 3\n",
    "    prec['+'] = 2\n",
    "    prec['-'] = 2\n",
    "    prec['('] = 1\n",
    "\n",
    "    for token in token_list:\n",
    "        \n",
    "        if   token in string.ascii_uppercase: # all letter in upper form.\n",
    "            postfixlist.append(token) # num  group\n",
    "        elif token == '(': \n",
    "            opstack.append(token) # operator group \n",
    "        elif token == ')': \n",
    "            toptoken = opstack.pop() # \n",
    "            while toptoken != '(': # reversed append calculation marks., before meeting the earlier parenthesis.\n",
    "                postfixlist.append(toptoken) # reversed append calculation marks.\n",
    "                toptoken = opstack.pop() # remove parenthesis\n",
    "        else:\n",
    "            while (not opstack == []) and \\\n",
    "                (prec[opstack[-1]] >= prec[token]): # 当前符号比上一个符号等级低或同.\n",
    "                    postfixlist.append(opstack.pop())\n",
    "                \n",
    "            opstack.append(token)\n",
    "\n",
    "    while not opstack == []:\n",
    "        postfixlist.append(opstack.pop())\n",
    "            \n",
    "        print(postfixlist, opstack)\n",
    "        print(\n",
    "            \"\"\"\n",
    "            # ============================================================================ # \n",
    "            # ============================================================================ #\n",
    "            \"\"\"\n",
    "            )\n",
    "        time.sleep(1)\n",
    "        \n",
    "\n",
    "    return \" \".join(postfixlist)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 212,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['A', 'B', '+', 'C', '*', 'D', 'E', '/'] ['+']\n",
      "\n",
      "            # ============================================================================ # \n",
      "            # ============================================================================ #\n",
      "            \n",
      "['A', 'B', '+', 'C', '*', 'D', 'E', '/', '+'] []\n",
      "\n",
      "            # ============================================================================ # \n",
      "            # ============================================================================ #\n",
      "            \n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "'A B + C * D E / +'"
      ]
     },
     "execution_count": 212,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "func_(infixexp)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# a dp pract"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Python3 program to find a maximum\n",
    "# product of a triplet in array\n",
    "# of integers\n",
    "import sys\n",
    "\n",
    "# Function to find a maximum\n",
    "# product of a triplet in array\n",
    "# of integers of size n\n",
    "def maxProduct(arr, n):\n",
    "\n",
    "\t# if size is less than 3,\n",
    "\t# no triplet exists\n",
    "\tif n < 3:\n",
    "\t\treturn -1\n",
    "\n",
    "\t# will contain max product\n",
    "\tmax_product = -(sys.maxsize - 1)\n",
    "\t\n",
    "\tfor i in range(0, n - 2):\n",
    "\t\tfor j in range(i + 1, n - 1):\n",
    "\t\t\tfor k in range(j + 1, n):\n",
    "\t\t\t\tmax_product = max(\n",
    "\t\t\t\t\tmax_product, arr[i]\n",
    "\t\t\t\t\t* arr[j] * arr[k])\n",
    "\n",
    "\treturn max_product\n",
    "\n",
    "# Driver Program\n",
    "arr = [10, 3, 5, 6, 20]\n",
    "n = len(arr)\n",
    "\n",
    "max = maxProduct(arr, n)\n",
    "\n",
    "if max == -1:\n",
    "\tprint(\"No Tripplet Exits\")\n",
    "else:\n",
    "\tprint(\"Maximum product is\", max)\n",
    "\n",
    "# This code is contributed by Shrikant13\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 175,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>message</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>asd</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>ijijf</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  message\n",
       "0     asd\n",
       "1   ijijf"
      ]
     },
     "execution_count": 175,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "message = pd.Series([i.strip() for i in \"asd\\001ijijf\".split('\\001')])\n",
    "import pandas as pd\n",
    "pd.DataFrame(\n",
    "            {\n",
    "                'message': message,\n",
    "                \n",
    "            }, \n",
    "            index=range(len(message))).head(20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "ename": "ConnectTimeout",
     "evalue": "HTTPConnectionPool(host='quotes.toscrape.com', port=80): Max retries exceeded with url: /author/Albert-Einstein/ (Caused by ConnectTimeoutError(<urllib3.connection.HTTPConnection object at 0x0000022B063F5AC0>, 'Connection to quotes.toscrape.com timed out. (connect timeout=5)'))",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mtimeout\u001b[0m                                   Traceback (most recent call last)",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\site-packages\\urllib3\\connection.py:174\u001b[0m, in \u001b[0;36mHTTPConnection._new_conn\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m    173\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m--> 174\u001b[0m     conn \u001b[39m=\u001b[39m connection\u001b[39m.\u001b[39;49mcreate_connection(\n\u001b[0;32m    175\u001b[0m         (\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_dns_host, \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mport), \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mtimeout, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mextra_kw\n\u001b[0;32m    176\u001b[0m     )\n\u001b[0;32m    178\u001b[0m \u001b[39mexcept\u001b[39;00m SocketTimeout:\n",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\site-packages\\urllib3\\util\\connection.py:96\u001b[0m, in \u001b[0;36mcreate_connection\u001b[1;34m(address, timeout, source_address, socket_options)\u001b[0m\n\u001b[0;32m     95\u001b[0m \u001b[39mif\u001b[39;00m err \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[1;32m---> 96\u001b[0m     \u001b[39mraise\u001b[39;00m err\n\u001b[0;32m     98\u001b[0m \u001b[39mraise\u001b[39;00m socket\u001b[39m.\u001b[39merror(\u001b[39m\"\u001b[39m\u001b[39mgetaddrinfo returns an empty list\u001b[39m\u001b[39m\"\u001b[39m)\n",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\site-packages\\urllib3\\util\\connection.py:86\u001b[0m, in \u001b[0;36mcreate_connection\u001b[1;34m(address, timeout, source_address, socket_options)\u001b[0m\n\u001b[0;32m     85\u001b[0m     sock\u001b[39m.\u001b[39mbind(source_address)\n\u001b[1;32m---> 86\u001b[0m sock\u001b[39m.\u001b[39;49mconnect(sa)\n\u001b[0;32m     87\u001b[0m \u001b[39mreturn\u001b[39;00m sock\n",
      "\u001b[1;31mtimeout\u001b[0m: timed out",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "\u001b[1;31mConnectTimeoutError\u001b[0m                       Traceback (most recent call last)",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\site-packages\\urllib3\\connectionpool.py:699\u001b[0m, in \u001b[0;36mHTTPConnectionPool.urlopen\u001b[1;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)\u001b[0m\n\u001b[0;32m    698\u001b[0m \u001b[39m# Make the request on the httplib connection object.\u001b[39;00m\n\u001b[1;32m--> 699\u001b[0m httplib_response \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_make_request(\n\u001b[0;32m    700\u001b[0m     conn,\n\u001b[0;32m    701\u001b[0m     method,\n\u001b[0;32m    702\u001b[0m     url,\n\u001b[0;32m    703\u001b[0m     timeout\u001b[39m=\u001b[39;49mtimeout_obj,\n\u001b[0;32m    704\u001b[0m     body\u001b[39m=\u001b[39;49mbody,\n\u001b[0;32m    705\u001b[0m     headers\u001b[39m=\u001b[39;49mheaders,\n\u001b[0;32m    706\u001b[0m     chunked\u001b[39m=\u001b[39;49mchunked,\n\u001b[0;32m    707\u001b[0m )\n\u001b[0;32m    709\u001b[0m \u001b[39m# If we're going to release the connection in ``finally:``, then\u001b[39;00m\n\u001b[0;32m    710\u001b[0m \u001b[39m# the response doesn't need to know about the connection. Otherwise\u001b[39;00m\n\u001b[0;32m    711\u001b[0m \u001b[39m# it will also try to release it and we'll have a double-release\u001b[39;00m\n\u001b[0;32m    712\u001b[0m \u001b[39m# mess.\u001b[39;00m\n",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\site-packages\\urllib3\\connectionpool.py:394\u001b[0m, in \u001b[0;36mHTTPConnectionPool._make_request\u001b[1;34m(self, conn, method, url, timeout, chunked, **httplib_request_kw)\u001b[0m\n\u001b[0;32m    393\u001b[0m     \u001b[39melse\u001b[39;00m:\n\u001b[1;32m--> 394\u001b[0m         conn\u001b[39m.\u001b[39;49mrequest(method, url, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mhttplib_request_kw)\n\u001b[0;32m    396\u001b[0m \u001b[39m# We are swallowing BrokenPipeError (errno.EPIPE) since the server is\u001b[39;00m\n\u001b[0;32m    397\u001b[0m \u001b[39m# legitimately able to close the connection after sending a valid response.\u001b[39;00m\n\u001b[0;32m    398\u001b[0m \u001b[39m# With this behaviour, the received response is still readable.\u001b[39;00m\n",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\site-packages\\urllib3\\connection.py:239\u001b[0m, in \u001b[0;36mHTTPConnection.request\u001b[1;34m(self, method, url, body, headers)\u001b[0m\n\u001b[0;32m    238\u001b[0m     headers[\u001b[39m\"\u001b[39m\u001b[39mUser-Agent\u001b[39m\u001b[39m\"\u001b[39m] \u001b[39m=\u001b[39m _get_default_user_agent()\n\u001b[1;32m--> 239\u001b[0m \u001b[39msuper\u001b[39;49m(HTTPConnection, \u001b[39mself\u001b[39;49m)\u001b[39m.\u001b[39;49mrequest(method, url, body\u001b[39m=\u001b[39;49mbody, headers\u001b[39m=\u001b[39;49mheaders)\n",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\http\\client.py:1255\u001b[0m, in \u001b[0;36mHTTPConnection.request\u001b[1;34m(self, method, url, body, headers, encode_chunked)\u001b[0m\n\u001b[0;32m   1254\u001b[0m \u001b[39m\"\"\"Send a complete request to the server.\"\"\"\u001b[39;00m\n\u001b[1;32m-> 1255\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_send_request(method, url, body, headers, encode_chunked)\n",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\http\\client.py:1301\u001b[0m, in \u001b[0;36mHTTPConnection._send_request\u001b[1;34m(self, method, url, body, headers, encode_chunked)\u001b[0m\n\u001b[0;32m   1300\u001b[0m     body \u001b[39m=\u001b[39m _encode(body, \u001b[39m'\u001b[39m\u001b[39mbody\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[1;32m-> 1301\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mendheaders(body, encode_chunked\u001b[39m=\u001b[39;49mencode_chunked)\n",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\http\\client.py:1250\u001b[0m, in \u001b[0;36mHTTPConnection.endheaders\u001b[1;34m(self, message_body, encode_chunked)\u001b[0m\n\u001b[0;32m   1249\u001b[0m     \u001b[39mraise\u001b[39;00m CannotSendHeader()\n\u001b[1;32m-> 1250\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_send_output(message_body, encode_chunked\u001b[39m=\u001b[39;49mencode_chunked)\n",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\http\\client.py:1010\u001b[0m, in \u001b[0;36mHTTPConnection._send_output\u001b[1;34m(self, message_body, encode_chunked)\u001b[0m\n\u001b[0;32m   1009\u001b[0m \u001b[39mdel\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_buffer[:]\n\u001b[1;32m-> 1010\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49msend(msg)\n\u001b[0;32m   1012\u001b[0m \u001b[39mif\u001b[39;00m message_body \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m   1013\u001b[0m \n\u001b[0;32m   1014\u001b[0m     \u001b[39m# create a consistent interface to message_body\u001b[39;00m\n",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\http\\client.py:950\u001b[0m, in \u001b[0;36mHTTPConnection.send\u001b[1;34m(self, data)\u001b[0m\n\u001b[0;32m    949\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mauto_open:\n\u001b[1;32m--> 950\u001b[0m     \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mconnect()\n\u001b[0;32m    951\u001b[0m \u001b[39melse\u001b[39;00m:\n",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\site-packages\\urllib3\\connection.py:205\u001b[0m, in \u001b[0;36mHTTPConnection.connect\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m    204\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mconnect\u001b[39m(\u001b[39mself\u001b[39m):\n\u001b[1;32m--> 205\u001b[0m     conn \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_new_conn()\n\u001b[0;32m    206\u001b[0m     \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_prepare_conn(conn)\n",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\site-packages\\urllib3\\connection.py:179\u001b[0m, in \u001b[0;36mHTTPConnection._new_conn\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m    178\u001b[0m \u001b[39mexcept\u001b[39;00m SocketTimeout:\n\u001b[1;32m--> 179\u001b[0m     \u001b[39mraise\u001b[39;00m ConnectTimeoutError(\n\u001b[0;32m    180\u001b[0m         \u001b[39mself\u001b[39m,\n\u001b[0;32m    181\u001b[0m         \u001b[39m\"\u001b[39m\u001b[39mConnection to \u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m timed out. (connect timeout=\u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m)\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m    182\u001b[0m         \u001b[39m%\u001b[39m (\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mhost, \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mtimeout),\n\u001b[0;32m    183\u001b[0m     )\n\u001b[0;32m    185\u001b[0m \u001b[39mexcept\u001b[39;00m SocketError \u001b[39mas\u001b[39;00m e:\n",
      "\u001b[1;31mConnectTimeoutError\u001b[0m: (<urllib3.connection.HTTPConnection object at 0x0000022B063F5AC0>, 'Connection to quotes.toscrape.com timed out. (connect timeout=5)')",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "\u001b[1;31mMaxRetryError\u001b[0m                             Traceback (most recent call last)",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\site-packages\\requests\\adapters.py:439\u001b[0m, in \u001b[0;36mHTTPAdapter.send\u001b[1;34m(self, request, stream, timeout, verify, cert, proxies)\u001b[0m\n\u001b[0;32m    438\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m chunked:\n\u001b[1;32m--> 439\u001b[0m     resp \u001b[39m=\u001b[39m conn\u001b[39m.\u001b[39;49murlopen(\n\u001b[0;32m    440\u001b[0m         method\u001b[39m=\u001b[39;49mrequest\u001b[39m.\u001b[39;49mmethod,\n\u001b[0;32m    441\u001b[0m         url\u001b[39m=\u001b[39;49murl,\n\u001b[0;32m    442\u001b[0m         body\u001b[39m=\u001b[39;49mrequest\u001b[39m.\u001b[39;49mbody,\n\u001b[0;32m    443\u001b[0m         headers\u001b[39m=\u001b[39;49mrequest\u001b[39m.\u001b[39;49mheaders,\n\u001b[0;32m    444\u001b[0m         redirect\u001b[39m=\u001b[39;49m\u001b[39mFalse\u001b[39;49;00m,\n\u001b[0;32m    445\u001b[0m         assert_same_host\u001b[39m=\u001b[39;49m\u001b[39mFalse\u001b[39;49;00m,\n\u001b[0;32m    446\u001b[0m         preload_content\u001b[39m=\u001b[39;49m\u001b[39mFalse\u001b[39;49;00m,\n\u001b[0;32m    447\u001b[0m         decode_content\u001b[39m=\u001b[39;49m\u001b[39mFalse\u001b[39;49;00m,\n\u001b[0;32m    448\u001b[0m         retries\u001b[39m=\u001b[39;49m\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mmax_retries,\n\u001b[0;32m    449\u001b[0m         timeout\u001b[39m=\u001b[39;49mtimeout\n\u001b[0;32m    450\u001b[0m     )\n\u001b[0;32m    452\u001b[0m \u001b[39m# Send the request.\u001b[39;00m\n\u001b[0;32m    453\u001b[0m \u001b[39melse\u001b[39;00m:\n",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\site-packages\\urllib3\\connectionpool.py:755\u001b[0m, in \u001b[0;36mHTTPConnectionPool.urlopen\u001b[1;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)\u001b[0m\n\u001b[0;32m    753\u001b[0m     e \u001b[39m=\u001b[39m ProtocolError(\u001b[39m\"\u001b[39m\u001b[39mConnection aborted.\u001b[39m\u001b[39m\"\u001b[39m, e)\n\u001b[1;32m--> 755\u001b[0m retries \u001b[39m=\u001b[39m retries\u001b[39m.\u001b[39;49mincrement(\n\u001b[0;32m    756\u001b[0m     method, url, error\u001b[39m=\u001b[39;49me, _pool\u001b[39m=\u001b[39;49m\u001b[39mself\u001b[39;49m, _stacktrace\u001b[39m=\u001b[39;49msys\u001b[39m.\u001b[39;49mexc_info()[\u001b[39m2\u001b[39;49m]\n\u001b[0;32m    757\u001b[0m )\n\u001b[0;32m    758\u001b[0m retries\u001b[39m.\u001b[39msleep()\n",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\site-packages\\urllib3\\util\\retry.py:574\u001b[0m, in \u001b[0;36mRetry.increment\u001b[1;34m(self, method, url, response, error, _pool, _stacktrace)\u001b[0m\n\u001b[0;32m    573\u001b[0m \u001b[39mif\u001b[39;00m new_retry\u001b[39m.\u001b[39mis_exhausted():\n\u001b[1;32m--> 574\u001b[0m     \u001b[39mraise\u001b[39;00m MaxRetryError(_pool, url, error \u001b[39mor\u001b[39;00m ResponseError(cause))\n\u001b[0;32m    576\u001b[0m log\u001b[39m.\u001b[39mdebug(\u001b[39m\"\u001b[39m\u001b[39mIncremented Retry for (url=\u001b[39m\u001b[39m'\u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m'\u001b[39m\u001b[39m): \u001b[39m\u001b[39m%r\u001b[39;00m\u001b[39m\"\u001b[39m, url, new_retry)\n",
      "\u001b[1;31mMaxRetryError\u001b[0m: HTTPConnectionPool(host='quotes.toscrape.com', port=80): Max retries exceeded with url: /author/Albert-Einstein/ (Caused by ConnectTimeoutError(<urllib3.connection.HTTPConnection object at 0x0000022B063F5AC0>, 'Connection to quotes.toscrape.com timed out. (connect timeout=5)'))",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "\u001b[1;31mConnectTimeout\u001b[0m                            Traceback (most recent call last)",
      "\u001b[1;32mc:\\Users\\dscshap3808\\Documents\\my_scripts_new\\stlit\\leetcodemore.ipynb Cell 17\u001b[0m in \u001b[0;36m<cell line: 5>\u001b[1;34m()\u001b[0m\n\u001b[0;32m      <a href='vscode-notebook-cell:/c%3A/Users/dscshap3808/Documents/my_scripts_new/stlit/leetcodemore.ipynb#ch0000019?line=2'>3</a>\u001b[0m \u001b[39m# fetch the page to train\u001b[39;00m\n\u001b[0;32m      <a href='vscode-notebook-cell:/c%3A/Users/dscshap3808/Documents/my_scripts_new/stlit/leetcodemore.ipynb#ch0000019?line=3'>4</a>\u001b[0m einstein_url \u001b[39m=\u001b[39m \u001b[39m'\u001b[39m\u001b[39mhttp://quotes.toscrape.com/author/Albert-Einstein/\u001b[39m\u001b[39m'\u001b[39m\n\u001b[1;32m----> <a href='vscode-notebook-cell:/c%3A/Users/dscshap3808/Documents/my_scripts_new/stlit/leetcodemore.ipynb#ch0000019?line=4'>5</a>\u001b[0m resp \u001b[39m=\u001b[39m requests\u001b[39m.\u001b[39;49mget(einstein_url, timeout \u001b[39m=\u001b[39;49m \u001b[39m5\u001b[39;49m)\n\u001b[0;32m      <a href='vscode-notebook-cell:/c%3A/Users/dscshap3808/Documents/my_scripts_new/stlit/leetcodemore.ipynb#ch0000019?line=5'>6</a>\u001b[0m \u001b[39m# resp\u001b[39;00m\n\u001b[0;32m      <a href='vscode-notebook-cell:/c%3A/Users/dscshap3808/Documents/my_scripts_new/stlit/leetcodemore.ipynb#ch0000019?line=6'>7</a>\u001b[0m \u001b[39massert\u001b[39;00m resp\u001b[39m.\u001b[39mstatus_code \u001b[39m==\u001b[39m \u001b[39m200\u001b[39m\n",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\site-packages\\requests\\api.py:75\u001b[0m, in \u001b[0;36mget\u001b[1;34m(url, params, **kwargs)\u001b[0m\n\u001b[0;32m     64\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mget\u001b[39m(url, params\u001b[39m=\u001b[39m\u001b[39mNone\u001b[39;00m, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mkwargs):\n\u001b[0;32m     65\u001b[0m     \u001b[39mr\u001b[39m\u001b[39m\"\"\"Sends a GET request.\u001b[39;00m\n\u001b[0;32m     66\u001b[0m \n\u001b[0;32m     67\u001b[0m \u001b[39m    :param url: URL for the new :class:`Request` object.\u001b[39;00m\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m     72\u001b[0m \u001b[39m    :rtype: requests.Response\u001b[39;00m\n\u001b[0;32m     73\u001b[0m \u001b[39m    \"\"\"\u001b[39;00m\n\u001b[1;32m---> 75\u001b[0m     \u001b[39mreturn\u001b[39;00m request(\u001b[39m'\u001b[39;49m\u001b[39mget\u001b[39;49m\u001b[39m'\u001b[39;49m, url, params\u001b[39m=\u001b[39;49mparams, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\site-packages\\requests\\api.py:61\u001b[0m, in \u001b[0;36mrequest\u001b[1;34m(method, url, **kwargs)\u001b[0m\n\u001b[0;32m     57\u001b[0m \u001b[39m# By using the 'with' statement we are sure the session is closed, thus we\u001b[39;00m\n\u001b[0;32m     58\u001b[0m \u001b[39m# avoid leaving sockets open which can trigger a ResourceWarning in some\u001b[39;00m\n\u001b[0;32m     59\u001b[0m \u001b[39m# cases, and look like a memory leak in others.\u001b[39;00m\n\u001b[0;32m     60\u001b[0m \u001b[39mwith\u001b[39;00m sessions\u001b[39m.\u001b[39mSession() \u001b[39mas\u001b[39;00m session:\n\u001b[1;32m---> 61\u001b[0m     \u001b[39mreturn\u001b[39;00m session\u001b[39m.\u001b[39;49mrequest(method\u001b[39m=\u001b[39;49mmethod, url\u001b[39m=\u001b[39;49murl, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\site-packages\\requests\\sessions.py:542\u001b[0m, in \u001b[0;36mSession.request\u001b[1;34m(self, method, url, params, data, headers, cookies, files, auth, timeout, allow_redirects, proxies, hooks, stream, verify, cert, json)\u001b[0m\n\u001b[0;32m    537\u001b[0m send_kwargs \u001b[39m=\u001b[39m {\n\u001b[0;32m    538\u001b[0m     \u001b[39m'\u001b[39m\u001b[39mtimeout\u001b[39m\u001b[39m'\u001b[39m: timeout,\n\u001b[0;32m    539\u001b[0m     \u001b[39m'\u001b[39m\u001b[39mallow_redirects\u001b[39m\u001b[39m'\u001b[39m: allow_redirects,\n\u001b[0;32m    540\u001b[0m }\n\u001b[0;32m    541\u001b[0m send_kwargs\u001b[39m.\u001b[39mupdate(settings)\n\u001b[1;32m--> 542\u001b[0m resp \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49msend(prep, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49msend_kwargs)\n\u001b[0;32m    544\u001b[0m \u001b[39mreturn\u001b[39;00m resp\n",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\site-packages\\requests\\sessions.py:655\u001b[0m, in \u001b[0;36mSession.send\u001b[1;34m(self, request, **kwargs)\u001b[0m\n\u001b[0;32m    652\u001b[0m start \u001b[39m=\u001b[39m preferred_clock()\n\u001b[0;32m    654\u001b[0m \u001b[39m# Send the request\u001b[39;00m\n\u001b[1;32m--> 655\u001b[0m r \u001b[39m=\u001b[39m adapter\u001b[39m.\u001b[39;49msend(request, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n\u001b[0;32m    657\u001b[0m \u001b[39m# Total elapsed time of the request (approximately)\u001b[39;00m\n\u001b[0;32m    658\u001b[0m elapsed \u001b[39m=\u001b[39m preferred_clock() \u001b[39m-\u001b[39m start\n",
      "File \u001b[1;32mc:\\Users\\dscshap3808\\Miniconda3\\envs\\siming\\lib\\site-packages\\requests\\adapters.py:504\u001b[0m, in \u001b[0;36mHTTPAdapter.send\u001b[1;34m(self, request, stream, timeout, verify, cert, proxies)\u001b[0m\n\u001b[0;32m    501\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39misinstance\u001b[39m(e\u001b[39m.\u001b[39mreason, ConnectTimeoutError):\n\u001b[0;32m    502\u001b[0m     \u001b[39m# TODO: Remove this in 3.0.0: see #2811\u001b[39;00m\n\u001b[0;32m    503\u001b[0m     \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39misinstance\u001b[39m(e\u001b[39m.\u001b[39mreason, NewConnectionError):\n\u001b[1;32m--> 504\u001b[0m         \u001b[39mraise\u001b[39;00m ConnectTimeout(e, request\u001b[39m=\u001b[39mrequest)\n\u001b[0;32m    506\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39misinstance\u001b[39m(e\u001b[39m.\u001b[39mreason, ResponseError):\n\u001b[0;32m    507\u001b[0m     \u001b[39mraise\u001b[39;00m RetryError(e, request\u001b[39m=\u001b[39mrequest)\n",
      "\u001b[1;31mConnectTimeout\u001b[0m: HTTPConnectionPool(host='quotes.toscrape.com', port=80): Max retries exceeded with url: /author/Albert-Einstein/ (Caused by ConnectTimeoutError(<urllib3.connection.HTTPConnection object at 0x0000022B063F5AC0>, 'Connection to quotes.toscrape.com timed out. (connect timeout=5)'))"
     ]
    }
   ],
   "source": [
    "import requests  \n",
    "from bs4 import BeautifulSoup\n",
    "# fetch the page to train\n",
    "einstein_url = 'http://quotes.toscrape.com/author/Albert-Einstein/'\n",
    "resp = requests.get(einstein_url, timeout = 5)\n",
    "# resp\n",
    "assert resp.status_code == 200"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "soup = BeautifulSoup(resp.content)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 125,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<p>\n",
       "<a href=\"/login\">Login</a>\n",
       "</p>"
      ]
     },
     "execution_count": 125,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "soup.find()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'href': '/', 'style': 'text-decoration: none'}"
      ]
     },
     "execution_count": 126,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "soup.a.attrs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_json('./dataup/world_countries.json')['features']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 146,
   "metadata": {},
   "outputs": [],
   "source": [
    "# df[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "import plotly.express as px\n",
    "\n",
    "fig = px.choropleth_mapbox(df, geojson=df, locations='fips', color='unemp',\\\n",
    "    color_continuous_scale=\"Viridis\",\n",
    "    range_color=(0, 12),\n",
    "    mapbox_style=\"carto-positron\",\n",
    "    zoom=3, \n",
    "    center = {\"lat\": 37.0902, \"lon\": -95.7129},\n",
    "    opacity=0.5,\n",
    "    labels={'unemp':'unemployment rate'}\n",
    "    )\n",
    "fig.update_layout(margin={\"r\":0,\"t\":0,\"l\":0,\"b\":0})\n",
    "fig.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 157,
   "metadata": {},
   "outputs": [],
   "source": [
    "# import plotly.graph_objects as go\n",
    "\n",
    "# fig = go.Figure(go.Scattermapbox(\n",
    "#     mode = \"markers+lines\",\n",
    "#     lon = [10, 20, 30],\n",
    "#     lat = [10, 20,30],\n",
    "#     marker = {'size': 10}))\n",
    "\n",
    "# fig.add_trace(go.Scattermapbox(\n",
    "#     mode = \"markers+lines\",\n",
    "#     lon = [-50, -60,40],\n",
    "#     lat = [30, 10, -20],\n",
    "#     marker = {'size': 10}))\n",
    "\n",
    "# fig.update_layout(\n",
    "#     margin ={'l':0,'t':0,'b':0,'r':0},\n",
    "#     mapbox = {\n",
    "#         'style': \"carto-positron\",# \"stamen-terrain\",\n",
    "#         'center': {'lon': -20, 'lat': -20},\n",
    "#         'zoom': 2})\n",
    "\n",
    "# # fig.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "vscode": {
     "languageId": "javascript"
    }
   },
   "outputs": [],
   "source": []
  }
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