othello_game_states_reader.ipynb

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    "import pickle as pk\n",
    "import pandas as pd\n",
    "from IPython.display import display\n",
    "# Note that pickle doesn't actually store information about how a class/object is constructed, \n",
    "# and needs access to the class when unpickling.\n",
    "\n",
    "# A snapshot of a single frame within a game along with the final win_outcome at that frame\n",
    "class BoardState:\n",
    "    def __init__(self, board_state, win_outcome_list = []):\n",
    "        self.board_state = board_state\n",
    "        self.win_outcome_list = win_outcome_list\n",
    "        \n",
    "    def get_board_state(self):\n",
    "        return self.board_state\n",
    "    \n",
    "    def get_win_outcome_list(self):\n",
    "        return self.win_outcome_list\n",
    "    \n",
    "    def add_win_outcome_to_list(self, new_win_outcome):\n",
    "        self.win_outcome_list.append(new_win_outcome)\n",
    "\n",
    "# Contains the entire game in a list of BoardState objects\n",
    "class OthelloGameStates:\n",
    "    board_state_obj_list = []\n",
    "    \n",
    "    def __init__(self, board_state_obj):\n",
    "        self.board_state_obj_list.append(board_state_obj)\n",
    "        \n",
    "    def add_board_state_obj_to_list(self, board_state_obj):\n",
    "        self.board_state_obj_list.append(board_state_obj)\n",
    "        \n",
    "    def get_board_state_obj_list(self):\n",
    "        return self.board_state_obj_list\n",
    "    \n",
    "    def get_count(self):\n",
    "        return len(self.board_state_obj_list)"
   ]
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      "count: 1 < win-outcome list => [1, 1] >\n"
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      "count: 2 < win-outcome list => [1, 0] >\n"
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      "count: 4 < win-outcome list => [1, 1] >\n"
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      "count: 9 < win-outcome list => [1, 1] >\n"
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      "count: 10 < win-outcome list => [0, 1] >\n"
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       "7 -1 -1 -1 -1 -1 -1 -1 -1"
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      "count: 11 < win-outcome list => [0, 0] >\n"
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       "7 -1 -1 -1 -1 -1 -1 -1 -1"
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      "count: 12 < win-outcome list => [1, 1] >\n"
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      "count: 13 < win-outcome list => [2, 1, 1, 0, 1, 1] >\n"
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      "count: 14 < win-outcome list => [1, 0] >\n"
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      "count: 15 < win-outcome list => [1, 1] >\n"
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       "3 -1 -1 -1  0  0  1 -1 -1\n",
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       "7 -1 -1 -1 -1 -1 -1 -1 -1"
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      "count: 16 < win-outcome list => [0, 0] >\n"
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      "count: 17 < win-outcome list => [1, 1] >\n"
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      "count: 19 < win-outcome list => [0, 0] >\n"
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      "count: 24 < win-outcome list => [1, 0] >\n"
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       "7 -1 -1 -1 -1 -1 -1 -1 -1"
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      "count: 26 < win-outcome list => [0, 0] >\n"
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      "count: 28 < win-outcome list => [1, 1] >\n"
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      "count: 29 < win-outcome list => [2, 0, 0, 1, 0, 1, 1, 0, 1] >\n"
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      "count: 42 < win-outcome list => [0, 1] >\n"
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      "count: 61 < win-outcome list => [1, 0, 1] >\n"
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      "count: 66 < win-outcome list => [0, 0] >\n"
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      "count: 67 < win-outcome list => [0, 1] >\n"
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       "3  1  1  0  0  1  1 -1 -1\n",
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      "count: 68 < win-outcome list => [1, 1] >\n"
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       "7 -1 -1 -1 -1 -1 -1 -1 -1"
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      "count: 70 < win-outcome list => [0, 1, 0] >\n"
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       "      <td>-1</td>\n",
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      "count: 75 < win-outcome list => [2, 0, 0, 1, 1, 0, 1] >\n"
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      "count: 77 < win-outcome list => [1, 1] >\n"
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      "count: 89 < win-outcome list => [2, 1] >\n"
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      "count: 91 < win-outcome list => [0, 0] >\n"
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      "count: 103 < win-outcome list => [0, 0] >\n"
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      "count: 104 < win-outcome list => [0, 1] >\n"
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      "count: 105 < win-outcome list => [1, 1] >\n"
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      "count: 112 < win-outcome list => [2, 0, 0, 1, 1, 0, 1] >\n"
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       "      <td>-1</td>\n",
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       "      <td>-1</td>\n",
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       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
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       "3 -1 -1 -1  1  0 -1 -1 -1\n",
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       "7 -1 -1 -1 -1 -1 -1 -1 -1"
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       "3 -1 -1  0  0  0  1 -1 -1\n",
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       "2 -1 -1 -1 -1 -1 -1 -1 -1\n",
       "3 -1 -1 -1  1  0 -1 -1 -1\n",
       "4 -1 -1 -1  1  0  0 -1 -1\n",
       "5 -1 -1 -1  1  1  1 -1 -1\n",
       "6 -1 -1 -1 -1  0  1 -1 -1\n",
       "7 -1 -1 -1 -1 -1 -1 -1 -1"
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      "count: 121 < win-outcome list => [1, 1] >\n"
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      "count: 131 < win-outcome list => [0, 1] >\n"
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      "count: 132 < win-outcome list => [0, 0] >\n"
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      "count: 133 < win-outcome list => [0, 1] >\n"
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      "count: 134 < win-outcome list => [1, 0] >\n"
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      "count: 135 < win-outcome list => [1, 1] >\n"
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       "7 -1 -1 -1 -1 -1 -1 -1 -1"
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      "count: 140 < win-outcome list => [0, 0, 1, 1] >\n"
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      "count: 141 < win-outcome list => [0, 0] >\n"
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      "count: 142 < win-outcome list => [0, 0, 1, 1] >\n"
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       "2 -1  1  1  1 -1 -1 -1 -1\n",
       "3 -1  1  1  1  1  1 -1 -1\n",
       "4  0  1  1  0  0  0 -1 -1\n",
       "5  0  1  0  0  0 -1 -1 -1\n",
       "6  0 -1 -1 -1 -1 -1 -1 -1\n",
       "7 -1 -1 -1 -1 -1 -1 -1 -1"
      ]
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     "output_type": "stream",
     "text": [
      "count: 143 < win-outcome list => [0, 0] >\n"
     ]
    }
   ],
   "source": [
    "# Debugger used to read in and visualize game states from the pickle file\n",
    "try:\n",
    "    with open(\"othello_game_states_reduced.pickle\",\"rb\") as pickle_in:\n",
    "        db_game_states_dict = pk.load(pickle_in)\n",
    "        count = 1\n",
    "        for key in db_game_states_dict.keys():\n",
    "            state = db_game_states_dict[key]\n",
    "            df = pd.DataFrame(state.get_board_state())\n",
    "            display(df)\n",
    "            print(\"count:\",count,\"< win-outcome list =>\", state.get_win_outcome_list(), \">\")\n",
    "            count += 1\n",
    "except IOError:\n",
    "    print(\"IOError\", file=sys.stderr)\n",
    "except EOFError:\n",
    "    print(\"EOFError\", file=sys.stderr)"
   ]
  }
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