task5.ipynb

{
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  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "scientific-watts",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "import igraph as ig"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "ee322a74-cb65-4404-950a-c05a0e1a8789",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: pycairo in c:\\users\\ivan\\appdata\\local\\programs\\python\\python39\\lib\\site-packages (1.20.1)\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip install pycairo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "6757553d-0d30-4b46-930b-de5799f914bf",
   "metadata": {},
   "outputs": [],
   "source": [
    "g = ig.Graph.Erdos_Renyi(n=100,m=200)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "23b781a4-6128-4752-a4e5-4f05ecaa6ddc",
   "metadata": {},
   "outputs": [
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       "</g>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "<igraph.drawing.Plot at 0x256cd3a4ca0>"
      ]
     },
     "execution_count": 4,
     "metadata": {
      "image/svg+xml": {
       "isolated": true
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ig.plot(g,\n",
    "        vertex_size=10,\n",
    "        vertex_label=list(range(200)),\n",
    "        )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "7683c494-6586-4b7f-9255-585ad72216f9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "adjacency matrix \n",
      " [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\n",
      "adjacency list \n",
      " [36, 53, 70, 76]\n"
     ]
    }
   ],
   "source": [
    "print(\"adjacency matrix \\n\", g.get_adjacency()[1])\n",
    "print(\"adjacency list \\n\", g.get_adjlist()[1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "9558c701-b2a4-4eb7-84b2-1bd3d8e0b02e",
   "metadata": {},
   "outputs": [],
   "source": [
    "visited = [False for i in range(101)]\n",
    "components = []\n",
    "graph = g.get_adjlist()\n",
    "def dfs(node, component):\n",
    "    visited[node] = True\n",
    "    component.append(node)\n",
    "\n",
    "    for neighbour in graph[node]:\n",
    "        if visited[neighbour] == False:\n",
    "            dfs(neighbour, component)\n",
    "\n",
    "\n",
    "for i in range(100):\n",
    "    if visited[i] == False:\n",
    "        component = []\n",
    "        dfs(i, component)\n",
    "        components.append(component)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "d94e3f42-588f-4250-8f42-dbe941b0c295",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[0, 9, 3, 5, 83, 59, 26, 48, 2, 37, 29, 11, 58, 10, 23, 7, 47, 64, 24, 90, 54, 4, 16, 46, 19, 32, 61, 8, 27, 33, 6, 12, 52, 22, 25, 44, 50, 21, 79, 34, 15, 42, 39, 56, 14, 72, 55, 76, 1, 36, 71, 17, 74, 53, 13, 57, 96, 18, 73, 30, 28, 91, 81, 68, 75, 82, 31, 38, 78, 86, 97, 80, 95, 99, 40, 43, 49, 77, 93, 60, 51, 35, 63, 98, 94, 70, 88, 69, 85, 45, 84, 41, 67, 62, 87, 65, 92, 89], [20], [66]]\n"
     ]
    }
   ],
   "source": [
    "print(components)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "88febbc9-9f03-48dc-ab41-94fa5de8a638",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Clustering with 100 elements and 3 clusters\n",
      "[0] 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21,\n",
      "    22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39,\n",
      "    40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57,\n",
      "    58, 59, 60, 61, 62, 63, 64, 65, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76,\n",
      "    77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94,\n",
      "    95, 96, 97, 98, 99\n",
      "[1] 20\n",
      "[2] 66\n"
     ]
    }
   ],
   "source": [
    "components = g.components()\n",
    "print(g.components())\n",
    "    \n",
    "    \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "e1b918fc-ecd0-4e7d-9d81-94a9267486d4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[1, 53, 26, 99]]\n"
     ]
    }
   ],
   "source": [
    "print( g.get_shortest_paths(1, 99))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "492d259d-0060-4720-89a0-bff284d284c8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[]]\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\ivan\\AppData\\Local\\Temp/ipykernel_17412/3036564510.py:1: RuntimeWarning: Couldn't reach some vertices at src/paths/unweighted.c:367\n",
      "  print( g.get_shortest_paths(1, 66))\n"
     ]
    }
   ],
   "source": [
    "print( g.get_shortest_paths(1, 66))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1a02413a-e453-496a-863a-81cb435cc0f6",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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