ipynb_files/003_Longest_Substring_Without_Repeating_Characters.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-11-10T12:38:07.956726Z",
     "start_time": "2019-11-10T12:38:07.953728Z"
    }
   },
   "outputs": [],
   "source": [
    "from IPython.display import display, Image"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Question\n",
    "(https://leetcode.com/problems/longest-substring-without-repeating-characters/)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-11-10T12:38:42.422956Z",
     "start_time": "2019-11-10T12:38:42.309555Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(Image('../images/003_Q.PNG'))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Solution 1: Iterative"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-11-10T13:09:47.257529Z",
     "start_time": "2019-11-10T13:09:47.252530Z"
    }
   },
   "outputs": [],
   "source": [
    "class Solution:\n",
    "    def lengthOfLongestSubstring(self, s):\n",
    "        if not s:\n",
    "            return 0\n",
    "        sub_list = []\n",
    "        len_list = []\n",
    "        sub_list.append(s[0])\n",
    "        len_list.append(1)\n",
    "        for idx in range(1, len(s)):\n",
    "            if s[idx] not in sub_list[idx - 1]:\n",
    "                elem = sub_list[idx - 1] + s[idx]\n",
    "            else:\n",
    "                if s[idx] == sub_list[idx - 1][-1]:\n",
    "                    elem = s[idx]\n",
    "                else:\n",
    "                    elem = sub_list[idx - 1][(sub_list[idx - 1].index(s[idx]) + 1):] + s[idx]\n",
    "            sub_list.append(elem)\n",
    "            len_list.append(len(elem))\n",
    "        return max(len_list)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-11-10T13:09:48.277318Z",
     "start_time": "2019-11-10T13:09:48.275316Z"
    }
   },
   "outputs": [],
   "source": [
    "target = \"pwwkewg\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-11-10T13:09:48.662315Z",
     "start_time": "2019-11-10T13:09:48.659334Z"
    }
   },
   "outputs": [],
   "source": [
    "s = Solution()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-11-10T13:09:48.975322Z",
     "start_time": "2019-11-10T13:09:48.971316Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "s.lengthOfLongestSubstring(target)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### submit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-11-10T13:10:24.497658Z",
     "start_time": "2019-11-10T13:10:24.490679Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(Image('../images/003_S1.PNG'))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Solution 2: Sliding window"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-11-10T13:55:16.874562Z",
     "start_time": "2019-11-10T13:55:16.868588Z"
    }
   },
   "outputs": [],
   "source": [
    "class Solution:\n",
    "    def lengthOfLongestSubstring(self, s):\n",
    "        n = len(s);\n",
    "        ans = i = j = 0\n",
    "        charSet = set()\n",
    "        while (i < n and j < n):\n",
    "            if not s[j] in charSet:\n",
    "                charSet.add(s[j])\n",
    "                j += 1\n",
    "                ans = max(ans, j - i)\n",
    "            else:\n",
    "                charSet.remove(s[i])\n",
    "                i += 1\n",
    "        return ans"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-11-10T13:55:17.613576Z",
     "start_time": "2019-11-10T13:55:17.610588Z"
    }
   },
   "outputs": [],
   "source": [
    "target = \"pwwkewg\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-11-10T13:55:18.030565Z",
     "start_time": "2019-11-10T13:55:18.027593Z"
    }
   },
   "outputs": [],
   "source": [
    "s = Solution()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-11-10T13:55:18.527563Z",
     "start_time": "2019-11-10T13:55:18.523593Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4"
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "s.lengthOfLongestSubstring(target)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### submit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-11-10T14:01:59.250003Z",
     "start_time": "2019-11-10T14:01:59.244007Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(Image('../images/003_S2.PNG'))"
   ]
  }
 ],
 "metadata": {
  "hide_input": false,
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.5"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  },
  "varInspector": {
   "cols": {
    "lenName": 16,
    "lenType": 16,
    "lenVar": 40
   },
   "kernels_config": {
    "python": {
     "delete_cmd_postfix": "",
     "delete_cmd_prefix": "del ",
     "library": "var_list.py",
     "varRefreshCmd": "print(var_dic_list())"
    },
    "r": {
     "delete_cmd_postfix": ") ",
     "delete_cmd_prefix": "rm(",
     "library": "var_list.r",
     "varRefreshCmd": "cat(var_dic_list()) "
    }
   },
   "types_to_exclude": [
    "module",
    "function",
    "builtin_function_or_method",
    "instance",
    "_Feature"
   ],
   "window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}