vander_plus_1_debugger.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "0c45bfa9",
   "metadata": {},
   "outputs": [],
   "source": [
    "def func1(a,b):\n",
    "    return a/b\n",
    "\n",
    "def func2(x):\n",
    "    a = x\n",
    "    b = x-1\n",
    "    return func1(a,b)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "e0528615",
   "metadata": {},
   "outputs": [
    {
     "ename": "ZeroDivisionError",
     "evalue": "division by zero",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mZeroDivisionError\u001b[0m                         Traceback (most recent call last)",
      "\u001b[1;32m~\\AppData\\Local\\Temp/ipykernel_9408/2483606204.py\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mfunc2\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;32m~\\AppData\\Local\\Temp/ipykernel_9408/1551793942.py\u001b[0m in \u001b[0;36mfunc2\u001b[1;34m(x)\u001b[0m\n\u001b[0;32m      5\u001b[0m     \u001b[0ma\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mx\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      6\u001b[0m     \u001b[0mb\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 7\u001b[1;33m     \u001b[1;32mreturn\u001b[0m \u001b[0mfunc1\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0ma\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mb\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;32m~\\AppData\\Local\\Temp/ipykernel_9408/1551793942.py\u001b[0m in \u001b[0;36mfunc1\u001b[1;34m(a, b)\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mfunc1\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0ma\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mb\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m     \u001b[1;32mreturn\u001b[0m \u001b[0ma\u001b[0m\u001b[1;33m/\u001b[0m\u001b[0mb\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      3\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      4\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mfunc2\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      5\u001b[0m     \u001b[0ma\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mx\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mZeroDivisionError\u001b[0m: division by zero"
     ]
    }
   ],
   "source": [
    "func2(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "2cbb890d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "> \u001b[1;32mc:\\users\\admin\\appdata\\local\\temp\\ipykernel_9408\\1551793942.py\u001b[0m(2)\u001b[0;36mfunc1\u001b[1;34m()\u001b[0m\n",
      "\n",
      "ipdb> print(a)\n",
      "1\n",
      "ipdb> print(b)\n",
      "0\n",
      "ipdb> quit\n"
     ]
    }
   ],
   "source": [
    "%debug  # принты запускаются через интер. Если не выйти через quit - то дебагер останется запущен, и ячейки не будут работать"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "d913f5c3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Exception reporting mode: Context\n"
     ]
    }
   ],
   "source": [
    "%xmode Context"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "503e8389",
   "metadata": {},
   "outputs": [
    {
     "ename": "ZeroDivisionError",
     "evalue": "division by zero",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mZeroDivisionError\u001b[0m                         Traceback (most recent call last)",
      "\u001b[1;32m~\\AppData\\Local\\Temp/ipykernel_9408/2483606204.py\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mfunc2\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;32m~\\AppData\\Local\\Temp/ipykernel_9408/1551793942.py\u001b[0m in \u001b[0;36mfunc2\u001b[1;34m(x)\u001b[0m\n\u001b[0;32m      5\u001b[0m     \u001b[0ma\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mx\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      6\u001b[0m     \u001b[0mb\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 7\u001b[1;33m     \u001b[1;32mreturn\u001b[0m \u001b[0mfunc1\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0ma\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mb\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;32m~\\AppData\\Local\\Temp/ipykernel_9408/1551793942.py\u001b[0m in \u001b[0;36mfunc1\u001b[1;34m(a, b)\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mfunc1\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0ma\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mb\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m     \u001b[1;32mreturn\u001b[0m \u001b[0ma\u001b[0m\u001b[1;33m/\u001b[0m\u001b[0mb\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      3\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      4\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mfunc2\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      5\u001b[0m     \u001b[0ma\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mx\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mZeroDivisionError\u001b[0m: division by zero"
     ]
    }
   ],
   "source": [
    "func2(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "22400d2c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "> \u001b[1;32mc:\\users\\admin\\appdata\\local\\temp\\ipykernel_9408\\1551793942.py\u001b[0m(2)\u001b[0;36mfunc1\u001b[1;34m()\u001b[0m\n",
      "\n",
      "ipdb> up\n",
      "> \u001b[1;32mc:\\users\\admin\\appdata\\local\\temp\\ipykernel_9408\\1551793942.py\u001b[0m(7)\u001b[0;36mfunc2\u001b[1;34m()\u001b[0m\n",
      "\n",
      "ipdb> up\n",
      "> \u001b[1;32mc:\\users\\admin\\appdata\\local\\temp\\ipykernel_9408\\2483606204.py\u001b[0m(1)\u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n",
      "\n",
      "ipdb> down\n",
      "> \u001b[1;32mc:\\users\\admin\\appdata\\local\\temp\\ipykernel_9408\\1551793942.py\u001b[0m(7)\u001b[0;36mfunc2\u001b[1;34m()\u001b[0m\n",
      "\n",
      "ipdb> quit\n"
     ]
    }
   ],
   "source": [
    "%debug"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "7d49c2ca",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Exception reporting mode: Plain\n",
      "Incorrect argument. Use on/1, off/0, or nothing for a toggle.\n"
     ]
    }
   ],
   "source": [
    "%xmode Plain\n",
    "%pdb on  # вкдючить автозапуск дебагера"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "4050f31b",
   "metadata": {},
   "outputs": [
    {
     "ename": "ZeroDivisionError",
     "evalue": "division by zero",
     "output_type": "error",
     "traceback": [
      "Traceback \u001b[1;36m(most recent call last)\u001b[0m:\n",
      "  File \u001b[0;32m\"C:\\Users\\Admin\\AppData\\Local\\Temp/ipykernel_9408/2483606204.py\"\u001b[0m, line \u001b[0;32m1\u001b[0m, in \u001b[0;35m<module>\u001b[0m\n    func2(1)\n",
      "  File \u001b[0;32m\"C:\\Users\\Admin\\AppData\\Local\\Temp/ipykernel_9408/1551793942.py\"\u001b[0m, line \u001b[0;32m7\u001b[0m, in \u001b[0;35mfunc2\u001b[0m\n    return func1(a,b)\n",
      "\u001b[1;36m  File \u001b[1;32m\"C:\\Users\\Admin\\AppData\\Local\\Temp/ipykernel_9408/1551793942.py\"\u001b[1;36m, line \u001b[1;32m2\u001b[1;36m, in \u001b[1;35mfunc1\u001b[1;36m\u001b[0m\n\u001b[1;33m    return a/b\u001b[0m\n",
      "\u001b[1;31mZeroDivisionError\u001b[0m\u001b[1;31m:\u001b[0m division by zero\n"
     ]
    }
   ],
   "source": [
    "func2(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "7e7352e6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Exception reporting mode: Plain\n",
      "Automatic pdb calling has been turned ON\n"
     ]
    }
   ],
   "source": [
    "%xmode Plain\n",
    "%pdb on"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "7f0a7336",
   "metadata": {},
   "outputs": [
    {
     "ename": "ZeroDivisionError",
     "evalue": "division by zero",
     "output_type": "error",
     "traceback": [
      "Traceback \u001b[1;36m(most recent call last)\u001b[0m:\n",
      "  File \u001b[0;32m\"C:\\Users\\Admin\\AppData\\Local\\Temp/ipykernel_9408/2483606204.py\"\u001b[0m, line \u001b[0;32m1\u001b[0m, in \u001b[0;35m<module>\u001b[0m\n    func2(1)\n",
      "  File \u001b[0;32m\"C:\\Users\\Admin\\AppData\\Local\\Temp/ipykernel_9408/1551793942.py\"\u001b[0m, line \u001b[0;32m7\u001b[0m, in \u001b[0;35mfunc2\u001b[0m\n    return func1(a,b)\n",
      "\u001b[1;36m  File \u001b[1;32m\"C:\\Users\\Admin\\AppData\\Local\\Temp/ipykernel_9408/1551793942.py\"\u001b[1;36m, line \u001b[1;32m2\u001b[1;36m, in \u001b[1;35mfunc1\u001b[1;36m\u001b[0m\n\u001b[1;33m    return a/b\u001b[0m\n",
      "\u001b[1;31mZeroDivisionError\u001b[0m\u001b[1;31m:\u001b[0m division by zero\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "> \u001b[1;32mc:\\users\\admin\\appdata\\local\\temp\\ipykernel_9408\\1551793942.py\u001b[0m(2)\u001b[0;36mfunc1\u001b[1;34m()\u001b[0m\n",
      "\n",
      "ipdb> up\n",
      "> \u001b[1;32mc:\\users\\admin\\appdata\\local\\temp\\ipykernel_9408\\1551793942.py\u001b[0m(7)\u001b[0;36mfunc2\u001b[1;34m()\u001b[0m\n",
      "\n",
      "ipdb> quit\n"
     ]
    }
   ],
   "source": [
    "func2(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "6ea3c5b3",
   "metadata": {},
   "outputs": [
    {
     "ename": "Exception",
     "evalue": "File `'#.py'` not found.",
     "output_type": "error",
     "traceback": [
      "Traceback \u001b[1;36m(most recent call last)\u001b[0m:\n",
      "  File \u001b[0;32m\"D:\\Anaconda\\lib\\site-packages\\IPython\\core\\magics\\execution.py\"\u001b[0m, line \u001b[0;32m703\u001b[0m, in \u001b[0;35mrun\u001b[0m\n    filename = file_finder(fpath)\n",
      "\u001b[1;36m  File \u001b[1;32m\"D:\\Anaconda\\lib\\site-packages\\IPython\\utils\\path.py\"\u001b[1;36m, line \u001b[1;32m109\u001b[1;36m, in \u001b[1;35mget_py_filename\u001b[1;36m\u001b[0m\n\u001b[1;33m    raise IOError('File `%r` not found.' % name)\u001b[0m\n",
      "\u001b[1;31mOSError\u001b[0m\u001b[1;31m:\u001b[0m File `'#.py'` not found.\n",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "Traceback \u001b[1;36m(most recent call last)\u001b[0m:\n",
      "  File \u001b[0;32m\"C:\\Users\\Admin\\AppData\\Local\\Temp/ipykernel_9408/439403490.py\"\u001b[0m, line \u001b[0;32m1\u001b[0m, in \u001b[0;35m<module>\u001b[0m\n    get_ipython().run_line_magic('run', '-d  # для построчного интерактивного просмотра')\n",
      "  File \u001b[0;32m\"D:\\Anaconda\\lib\\site-packages\\IPython\\core\\interactiveshell.py\"\u001b[0m, line \u001b[0;32m2351\u001b[0m, in \u001b[0;35mrun_line_magic\u001b[0m\n    result = fn(*args, **kwargs)\n",
      "  File \u001b[0;32m\"D:\\Anaconda\\lib\\site-packages\\decorator.py\"\u001b[0m, line \u001b[0;32m232\u001b[0m, in \u001b[0;35mfun\u001b[0m\n    return caller(func, *(extras + args), **kw)\n",
      "  File \u001b[0;32m\"D:\\Anaconda\\lib\\site-packages\\IPython\\core\\magic.py\"\u001b[0m, line \u001b[0;32m187\u001b[0m, in \u001b[0;35m<lambda>\u001b[0m\n    call = lambda f, *a, **k: f(*a, **k)\n",
      "\u001b[1;36m  File \u001b[1;32m\"D:\\Anaconda\\lib\\site-packages\\IPython\\core\\magics\\execution.py\"\u001b[1;36m, line \u001b[1;32m714\u001b[1;36m, in \u001b[1;35mrun\u001b[1;36m\u001b[0m\n\u001b[1;33m    raise Exception(msg)\u001b[0m\n",
      "\u001b[1;31mException\u001b[0m\u001b[1;31m:\u001b[0m File `'#.py'` not found.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "> \u001b[1;32md:\\anaconda\\lib\\site-packages\\ipython\\utils\\path.py\u001b[0m(109)\u001b[0;36mget_py_filename\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;32m    107 \u001b[1;33m        \u001b[1;32mreturn\u001b[0m \u001b[0mname\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0m\u001b[1;32m    108 \u001b[1;33m    \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0m\u001b[1;32m--> 109 \u001b[1;33m        \u001b[1;32mraise\u001b[0m \u001b[0mIOError\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'File `%r` not found.'\u001b[0m \u001b[1;33m%\u001b[0m \u001b[0mname\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0m\u001b[1;32m    110 \u001b[1;33m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0m\u001b[1;32m    111 \u001b[1;33m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0m\n",
      "ipdb> quit\n"
     ]
    }
   ],
   "source": [
    "%run -d  # для построчного интерактивного просмотра"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "de32f0bf",
   "metadata": {},
   "outputs": [
    {
     "ename": "Exception",
     "evalue": "you must provide at least a filename.",
     "output_type": "error",
     "traceback": [
      "Traceback \u001b[1;36m(most recent call last)\u001b[0m:\n",
      "\u001b[1;36m  File \u001b[1;32m\"D:\\Anaconda\\lib\\site-packages\\IPython\\core\\magics\\execution.py\"\u001b[1;36m, line \u001b[1;32m702\u001b[1;36m, in \u001b[1;35mrun\u001b[1;36m\u001b[0m\n\u001b[1;33m    fpath = arg_lst[0]\u001b[0m\n",
      "\u001b[1;31mIndexError\u001b[0m\u001b[1;31m:\u001b[0m list index out of range\n",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "Traceback \u001b[1;36m(most recent call last)\u001b[0m:\n",
      "  File \u001b[0;32m\"C:\\Users\\Admin\\AppData\\Local\\Temp/ipykernel_9408/1453432957.py\"\u001b[0m, line \u001b[0;32m1\u001b[0m, in \u001b[0;35m<module>\u001b[0m\n    get_ipython().run_line_magic('run', '-d')\n",
      "  File \u001b[0;32m\"D:\\Anaconda\\lib\\site-packages\\IPython\\core\\interactiveshell.py\"\u001b[0m, line \u001b[0;32m2351\u001b[0m, in \u001b[0;35mrun_line_magic\u001b[0m\n    result = fn(*args, **kwargs)\n",
      "  File \u001b[0;32m\"D:\\Anaconda\\lib\\site-packages\\decorator.py\"\u001b[0m, line \u001b[0;32m232\u001b[0m, in \u001b[0;35mfun\u001b[0m\n    return caller(func, *(extras + args), **kw)\n",
      "  File \u001b[0;32m\"D:\\Anaconda\\lib\\site-packages\\IPython\\core\\magic.py\"\u001b[0m, line \u001b[0;32m187\u001b[0m, in \u001b[0;35m<lambda>\u001b[0m\n    call = lambda f, *a, **k: f(*a, **k)\n",
      "\u001b[1;36m  File \u001b[1;32m\"D:\\Anaconda\\lib\\site-packages\\IPython\\core\\magics\\execution.py\"\u001b[1;36m, line \u001b[1;32m706\u001b[1;36m, in \u001b[1;35mrun\u001b[1;36m\u001b[0m\n\u001b[1;33m    raise Exception(msg)\u001b[0m\n",
      "\u001b[1;31mException\u001b[0m\u001b[1;31m:\u001b[0m you must provide at least a filename.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "> \u001b[1;32md:\\anaconda\\lib\\site-packages\\ipython\\core\\magics\\execution.py\u001b[0m(702)\u001b[0;36mrun\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;32m    700 \u001b[1;33m        \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0m\u001b[1;32m    701 \u001b[1;33m            \u001b[0mfpath\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;32mNone\u001b[0m \u001b[1;31m# initialize to make sure fpath is in scope later\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0m\u001b[1;32m--> 702 \u001b[1;33m            \u001b[0mfpath\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0marg_lst\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0m\u001b[1;32m    703 \u001b[1;33m            \u001b[0mfilename\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mfile_finder\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfpath\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0m\u001b[1;32m    704 \u001b[1;33m        \u001b[1;32mexcept\u001b[0m \u001b[0mIndexError\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0m\n",
      "ipdb> quit\n"
     ]
    }
   ],
   "source": [
    "%run -d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "41546308",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "991 ns ± 1.93 ns per loop (mean ± std. dev. of 7 runs, 1000000 loops each)\n"
     ]
    }
   ],
   "source": [
    "%timeit sum(range(100))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "29e9de88",
   "metadata": {},
   "outputs": [],
   "source": [
    "========================================================================================================================="
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "02298bd2",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Профилирование сценариев целиком: % prun"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "135b3b13",
   "metadata": {},
   "outputs": [],
   "source": [
    "def sum_of_lists(N):\n",
    "    total = 0\n",
    "    for i in range(5):\n",
    "        L = [j^(j>>i) for j in range(N)]\n",
    "        total += sum(L)\n",
    "    return total"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "740bd60e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " "
     ]
    }
   ],
   "source": [
    "%prun sum_of_lists(1000000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "9257b15e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting line_profiler\n",
      "  Downloading line_profiler-4.0.2-cp39-cp39-win_amd64.whl (83 kB)\n",
      "Installing collected packages: line-profiler\n",
      "Successfully installed line-profiler-4.0.2\n"
     ]
    }
   ],
   "source": [
    "!pip install line_profiler"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7564250f",
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip install line_profiler установка библиотек прямо из блокнота"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "ecd7ecf3",
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext line_profiler"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "40d95750",
   "metadata": {},
   "outputs": [],
   "source": [
    "# %load_ext line_profiler загрузка расширения line_profiler в виде части пакета"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "91aeba13",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\Anaconda\\lib\\site-packages\\line_profiler\\ipython_extension.py:71: UserWarning: Could not extract a code object for the object 52923312\n",
      "  profile = LineProfiler(*funcs)\n"
     ]
    }
   ],
   "source": [
    "%lprun -f sum_of_lists(5000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "633caf8b",
   "metadata": {},
   "outputs": [],
   "source": [
    "%lprun -f sum_of_lists sum_of_lists(5000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "48fef860",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting memory_profiler\n",
      "  Downloading memory_profiler-0.61.0-py3-none-any.whl (31 kB)\n",
      "Requirement already satisfied: psutil in d:\\anaconda\\lib\\site-packages (from memory_profiler) (5.8.0)\n",
      "Installing collected packages: memory-profiler\n",
      "Successfully installed memory-profiler-0.61.0\n"
     ]
    }
   ],
   "source": [
    "!pip install memory_profiler"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "3972debf",
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext memory_profiler"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "271684aa",
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'sum_of_lists' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m~\\AppData\\Local\\Temp/ipykernel_9740/4555738.py\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mget_ipython\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrun_line_magic\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'memit'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'sum_of_lists(1000000)'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;32mD:\\Anaconda\\lib\\site-packages\\IPython\\core\\interactiveshell.py\u001b[0m in \u001b[0;36mrun_line_magic\u001b[1;34m(self, magic_name, line, _stack_depth)\u001b[0m\n\u001b[0;32m   2349\u001b[0m                 \u001b[0mkwargs\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'local_ns'\u001b[0m\u001b[1;33m]\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_local_scope\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mstack_depth\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2350\u001b[0m             \u001b[1;32mwith\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mbuiltin_trap\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 2351\u001b[1;33m                 \u001b[0mresult\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mfn\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   2352\u001b[0m             \u001b[1;32mreturn\u001b[0m \u001b[0mresult\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2353\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\Anaconda\\lib\\site-packages\\decorator.py\u001b[0m in \u001b[0;36mfun\u001b[1;34m(*args, **kw)\u001b[0m\n\u001b[0;32m    230\u001b[0m             \u001b[1;32mif\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mkwsyntax\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    231\u001b[0m                 \u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mkw\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mfix\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mkw\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0msig\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 232\u001b[1;33m             \u001b[1;32mreturn\u001b[0m \u001b[0mcaller\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfunc\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mextras\u001b[0m \u001b[1;33m+\u001b[0m \u001b[0margs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    233\u001b[0m     \u001b[0mfun\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mfunc\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    234\u001b[0m     \u001b[0mfun\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__doc__\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mfunc\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__doc__\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\Anaconda\\lib\\site-packages\\IPython\\core\\magic.py\u001b[0m in \u001b[0;36m<lambda>\u001b[1;34m(f, *a, **k)\u001b[0m\n\u001b[0;32m    185\u001b[0m     \u001b[1;31m# but it's overkill for just that one bit of state.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    186\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0mmagic_deco\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0marg\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 187\u001b[1;33m         \u001b[0mcall\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;32mlambda\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0ma\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mk\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0ma\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mk\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    188\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    189\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mcallable\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0marg\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\Anaconda\\lib\\site-packages\\memory_profiler.py\u001b[0m in \u001b[0;36mmemit\u001b[1;34m(self, line, cell)\u001b[0m\n\u001b[0;32m   1111\u001b[0m         \u001b[1;32mwhile\u001b[0m \u001b[0mcounter\u001b[0m \u001b[1;33m<\u001b[0m \u001b[0mrepeat\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1112\u001b[0m             \u001b[0mcounter\u001b[0m \u001b[1;33m+=\u001b[0m \u001b[1;36m1\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1113\u001b[1;33m             tmp = memory_usage((_func_exec, (stmt, self.shell.user_ns)),\n\u001b[0m\u001b[0;32m   1114\u001b[0m                                \u001b[0mtimeout\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minterval\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1115\u001b[0m                                \u001b[0mmax_usage\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mTrue\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmax_iterations\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\Anaconda\\lib\\site-packages\\memory_profiler.py\u001b[0m in \u001b[0;36mmemory_usage\u001b[1;34m(proc, interval, timeout, timestamps, include_children, multiprocess, max_usage, retval, stream, backend, max_iterations)\u001b[0m\n\u001b[0;32m    377\u001b[0m             \u001b[1;31m# Therefore, the whole process hangs indefinitely. Here, we are ensuring that the process gets killed!\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    378\u001b[0m             \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 379\u001b[1;33m                 \u001b[0mreturned\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    380\u001b[0m                 \u001b[0mparent_conn\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msend\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m  \u001b[1;31m# finish timing\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    381\u001b[0m                 \u001b[0mret\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mparent_conn\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrecv\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mD:\\Anaconda\\lib\\site-packages\\memory_profiler.py\u001b[0m in \u001b[0;36m_func_exec\u001b[1;34m(stmt, ns)\u001b[0m\n\u001b[0;32m    887\u001b[0m     \u001b[1;31m# helper for magic_memit, just a function proxy for the exec\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    888\u001b[0m     \u001b[1;31m# statement\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 889\u001b[1;33m     \u001b[0mexec\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mstmt\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mns\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    890\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    891\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m<string>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n",
      "\u001b[1;31mNameError\u001b[0m: name 'sum_of_lists' is not defined"
     ]
    }
   ],
   "source": [
    "%memit sum_of_lists(1000000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c8897119",
   "metadata": {},
   "outputs": [],
   "source": [
    "# %%file mprun_demo_test.py        %%file - маг ф-ия для создания модулей.py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "bb4ba3a6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Overwriting mprun_demo_test.py\n"
     ]
    }
   ],
   "source": [
    "%%file mprun_demo_test.py\n",
    "def sum_of_list(N):\n",
    "    total = 0\n",
    "    for i in range(5):\n",
    "        L = [j^(j>>i) for j in range(N)]\n",
    "        total += sum(L)\n",
    "        del L  # удалить ссылку на L\n",
    "    return total"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "f0cc7ca5",
   "metadata": {},
   "outputs": [],
   "source": [
    "from mprun_demo_test import sum_of_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "d178b171",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "*** KeyboardInterrupt exception caught in code being profiled.\n"
     ]
    }
   ],
   "source": [
    "%mprun -f sum_of_list sum_of_list(1000000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "38b14ff6",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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