othello_game_reconstructor.ipynb

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  {
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   "execution_count": 197,
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   },
   "outputs": [],
   "source": [
    "import sys\n",
    "import copy\n",
    "import pickle as pk\n",
    "import pandas as pd\n",
    "from IPython.display import display\n",
    "\n",
    "curr_game_states = None\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)\n",
    "    \n",
    "# init grid state, where -1 is empty cell, 0 is black, 1 is white\n",
    "grid = [[-1, -1, -1, -1, -1, -1, -1, -1],\n",
    "        [-1, -1, -1, -1, -1, -1, -1, -1],\n",
    "        [-1, -1, -1, -1, -1, -1, -1, -1],\n",
    "        [-1, -1, -1, 1, 0, -1, -1, -1],\n",
    "        [-1, -1, -1, 0, 1, -1, -1, -1],\n",
    "        [-1, -1, -1, -1, -1, -1, -1, -1],\n",
    "        [-1, -1, -1, -1, -1, -1, -1, -1],\n",
    "        [-1, -1, -1, -1, -1, -1, -1, -1]]\n",
    "\n",
    "init_board_state = BoardState(grid)\n",
    "curr_game_states = OthelloGameStates(init_board_state)\n",
    "# Assignment statements in Python do not copy objects, they create bindings between a target and an object.\n",
    "\n",
    "# Construct a key from board layout and then save board layout obj under it\n",
    "temp_key = []\n",
    "for i in range(8):\n",
    "    for j in range(8):\n",
    "        temp_key.append(str(grid[i][j]))\n",
    "key = ''.join(temp_key)\n",
    "new_game_states_dict = {key : init_board_state}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 198,
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       "   0  1  2  3  4  5  6  7\n",
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     "text": [
      "[ frame 1 , win-outcome list => [] ]\n"
     ]
    }
   ],
   "source": [
    "count = curr_game_states.get_count()\n",
    "for i in range(count):\n",
    "    state = curr_game_states.get_board_state_obj_list()[i]\n",
    "    df = pd.DataFrame(state.get_board_state())\n",
    "    display(df)\n",
    "    print(\"[ frame\", count, \", win-outcome list =>\", state.get_win_outcome_list(), \"]\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 199,
   "metadata": {
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     "text": [
      "Placing a 0 piece @ 5 4\n",
      "Can move left\n",
      "Can move left\n",
      "Can move upper-left\n"
     ]
    },
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     "text": [
      "[ frame 2 , win-outome list => [] ]\n",
      "\n",
      "Placing a 1 piece @ 5 5\n",
      "Can move up\n",
      "Can move upper-left\n",
      "Can move upper-left\n"
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     "text": [
      "[ frame 3 , win-outome list => [] ]\n",
      "\n",
      "Placing a 0 piece @ 4 5\n",
      "Can move right\n",
      "Can move up\n",
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      "[ frame 9 , win-outome list => [] ]\n",
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      "[ frame 49 , win-outome list => [] ]\n",
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      "[ frame 58 , win-outome list => [] ]\n",
      "\n",
      "Placing a 1 piece @ 0 7\n",
      "Can move right\n",
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      "[ frame 60 , win-outome list => [] ]\n",
      "\n",
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      "[ frame 61 , win-outome list => [] ]\n",
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   ],
   "source": [
    "with open(\"Datasets/David/30x50_w.txt\",\"r\") as raw_input:\n",
    "    for input_contents in raw_input:\n",
    "        curr_board_grid = copy.deepcopy(curr_game_states.get_board_state_obj_list()[count-1].get_board_state())\n",
    "        color, x, y = input_contents.split()\n",
    "        int_color = int(color)\n",
    "        if curr_board_grid[int(y)][int(x)] == -1:\n",
    "            curr_board_grid[int(y)][int(x)] = int_color\n",
    "            # TODO: Potential breakage: Placing a piece on a blank square but not sandwiching opponent's piece(s)\n",
    "            print(\"Placing a\", int_color, \"piece @\", x, y)\n",
    "            a = copy.deepcopy(int(x))\n",
    "            b = copy.deepcopy(int(x))\n",
    "            c = copy.deepcopy(int(y))\n",
    "            d = copy.deepcopy(int(y))\n",
    "            \n",
    "            # Vars for diagonal movement\n",
    "            x1 = copy.deepcopy(int(x))\n",
    "            x2 = copy.deepcopy(int(x))\n",
    "            x3 = copy.deepcopy(int(x))\n",
    "            x4 = copy.deepcopy(int(x))\n",
    "            y1 = copy.deepcopy(int(y))\n",
    "            y2 = copy.deepcopy(int(y))\n",
    "            y3 = copy.deepcopy(int(y))\n",
    "            y4 = copy.deepcopy(int(y))\n",
    "            \n",
    "            # Left movement, decreasing col index = left movement\n",
    "            left_flag = False\n",
    "            while a-1 >= 0 and curr_board_grid[int(y)][a-1] != -1:\n",
    "                print(\"Can move left\")\n",
    "                if curr_board_grid[int(y)][a-1] == int_color:\n",
    "                    left_flag = True\n",
    "                    break\n",
    "                else:\n",
    "                    a = a-1\n",
    "            a = copy.deepcopy(int(x))\n",
    "            if left_flag:  # Initiate left movement\n",
    "                while a-1 >= 0 and curr_board_grid[int(y)][a-1] != -1:\n",
    "                    if curr_board_grid[int(y)][a-1] == int_color:\n",
    "                        break\n",
    "                    else:\n",
    "                        curr_board_grid[int(y)][a-1] = int_color\n",
    "                        a = a-1\n",
    "                        \n",
    "            # Right movement, increasing col index = right movement\n",
    "            right_flag = False\n",
    "            while b+1 <= 7 and curr_board_grid[int(y)][b+1] != -1:\n",
    "                print(\"Can move right\")\n",
    "                if curr_board_grid[int(y)][b+1] == int_color:\n",
    "                    right_flag = True\n",
    "                    break\n",
    "                else:\n",
    "                    b = b+1\n",
    "            b = copy.deepcopy(int(x))\n",
    "            if right_flag:  # Initiate right movement\n",
    "                while b+1 <= 7 and curr_board_grid[int(y)][b+1] != -1:\n",
    "                    if curr_board_grid[int(y)][b+1] == int_color:\n",
    "                        break\n",
    "                    else:\n",
    "                        curr_board_grid[int(y)][b+1] = int_color\n",
    "                        b = b+1\n",
    "                    \n",
    "            # Up movement, decreasing row index = upward movement\n",
    "            up_flag = False\n",
    "            while c-1 >= 0 and curr_board_grid[c-1][int(x)] != -1:\n",
    "                print(\"Can move up\")\n",
    "                if curr_board_grid[c-1][int(x)] == int_color:\n",
    "                    up_flag = True\n",
    "                    break\n",
    "                else:\n",
    "                    c = c-1\n",
    "            c = copy.deepcopy(int(y))\n",
    "            if up_flag:  # Initiate upward movement\n",
    "                while c-1 >=0 and curr_board_grid[c-1][int(x)] != -1:\n",
    "                    if curr_board_grid[c-1][int(x)] == int_color:\n",
    "                        break\n",
    "                    else:\n",
    "                        curr_board_grid[c-1][int(x)] = int_color\n",
    "                        c = c-1        \n",
    "                    \n",
    "            # Down movement, increasing row index = downward movement\n",
    "            down_flag = False\n",
    "            while d+1 <= 7 and curr_board_grid[d+1][int(x)] != -1:\n",
    "                print(\"Can move down\")\n",
    "                if curr_board_grid[d+1][int(x)] == int_color:\n",
    "                    down_flag = True\n",
    "                    break\n",
    "                else:\n",
    "                    d = d+1\n",
    "            d = copy.deepcopy(int(y))\n",
    "            if down_flag:  # Initiate downward movement\n",
    "                while d+1 <= 7 and curr_board_grid[d+1][int(x)] != -1:\n",
    "                    if curr_board_grid[d+1][int(x)] == int_color:\n",
    "                        break\n",
    "                    else:\n",
    "                        curr_board_grid[d+1][int(x)] = int_color\n",
    "                        d = d+1\n",
    "                        \n",
    "            # Upper-left movement, decreasing col index = left movement, decreasing row index = upward movement\n",
    "            upper_left_flag = False\n",
    "            while x1-1 >= 0 and y1-1 >= 0 and curr_board_grid[y1-1][x1-1] != -1:\n",
    "                print(\"Can move upper-left\")\n",
    "                if curr_board_grid[y1-1][x1-1] == int_color:\n",
    "                    upper_left_flag = True\n",
    "                    break\n",
    "                else:\n",
    "                    x1 = x1-1\n",
    "                    y1 = y1-1\n",
    "            x1 = copy.deepcopy(int(x))\n",
    "            y1 = copy.deepcopy(int(y))\n",
    "            if upper_left_flag:  # Initiate upper-left movement\n",
    "                while x1-1 >= 0 and y1-1 >= 0 and curr_board_grid[y1-1][x1-1] != -1:\n",
    "                    if curr_board_grid[y1-1][x1-1] == int_color:\n",
    "                        break\n",
    "                    else:\n",
    "                        curr_board_grid[y1-1][x1-1] = int_color\n",
    "                        x1 = x1-1\n",
    "                        y1 = y1-1\n",
    "                      \n",
    "            # Upper-right movement, increasing col index = right movement, decreasing row index = upward movement\n",
    "            upper_right_flag = False\n",
    "            while x2+1 <= 7 and y2-1 >= 0 and curr_board_grid[y2-1][x2+1] != -1:\n",
    "                print(\"Can move upper-right\")\n",
    "                if curr_board_grid[y2-1][x2+1] == int_color:\n",
    "                    upper_right_flag = True\n",
    "                    break\n",
    "                else:\n",
    "                    x2 = x2+1\n",
    "                    y2 = y2-1\n",
    "            x2 = copy.deepcopy(int(x))\n",
    "            y2 = copy.deepcopy(int(y))\n",
    "            if upper_right_flag:  # Initiate upper-right movement\n",
    "                while x2+1 <= 7 and y2-1 >= 0 and curr_board_grid[y2-1][x2+1] != -1:\n",
    "                    if curr_board_grid[y2-1][x2+1] == int_color:\n",
    "                        break\n",
    "                    else:\n",
    "                        curr_board_grid[y2-1][x2+1] = int_color\n",
    "                        x2 = x2+1\n",
    "                        y2 = y2-1\n",
    "            \n",
    "            # Lower-left movement, decreasing col index = left movement, increasing row index = downward movement\n",
    "            lower_left_flag = False\n",
    "            while x3-1 >= 0 and y3+1 <= 7 and curr_board_grid[y3+1][x3-1] != -1:\n",
    "                print(\"Can move lower-left\")\n",
    "                if curr_board_grid[y3+1][x3-1] == int_color:\n",
    "                    lower_left_flag = True\n",
    "                    break\n",
    "                else:\n",
    "                    x3 = x3-1\n",
    "                    y3 = y3+1\n",
    "            x3 = copy.deepcopy(int(x))\n",
    "            y3 = copy.deepcopy(int(y))\n",
    "            if lower_left_flag:  # Initiate lower-left movement\n",
    "                while x3-1 >= 0 and y3+1 <= 7 and curr_board_grid[y3+1][x3-1] != -1:\n",
    "                    if curr_board_grid[y3+1][x3-1] == int_color:\n",
    "                        break\n",
    "                    else:\n",
    "                        curr_board_grid[y3+1][x3-1] = int_color\n",
    "                        x3 = x3-1\n",
    "                        y3 = y3+1\n",
    "                      \n",
    "            # Lower-right movement, increasing col index = right movement, increasing row index = downward movement\n",
    "            lower_right_flag = False\n",
    "            while x4+1 <= 7 and y4+1 <= 7 and curr_board_grid[y4+1][x4+1] != -1:\n",
    "                print(\"Can move lower-right\")\n",
    "                if curr_board_grid[y4+1][x4+1] == int_color:\n",
    "                    lower_right_flag = True\n",
    "                    break\n",
    "                else:\n",
    "                    x4 = x4+1\n",
    "                    y4 = y4+1\n",
    "            x4 = copy.deepcopy(int(x))\n",
    "            y4 = copy.deepcopy(int(y))\n",
    "            if lower_right_flag:  # Initiate lower-right movement\n",
    "                while x4+1 <= 7 and y4+1 <= 7 and curr_board_grid[y4+1][x4+1] != -1:\n",
    "                    if curr_board_grid[y4+1][x4+1] == int_color:\n",
    "                        break\n",
    "                    else:\n",
    "                        curr_board_grid[y4+1][x4+1] = int_color\n",
    "                        x4 = x4+1\n",
    "                        y4 = y4+1\n",
    "                      \n",
    "            # Adding game state to curr_game_states after 1 move\n",
    "            new_board_state = BoardState(curr_board_grid)\n",
    "            curr_game_states.add_board_state_obj_to_list(new_board_state)\n",
    "            count = curr_game_states.get_count()\n",
    "            state = curr_game_states.get_board_state_obj_list()[count-1]\n",
    "            df = pd.DataFrame(state.get_board_state())\n",
    "            display(df)\n",
    "            print(\"[ frame\", count, \", win-outome list =>\", state.get_win_outcome_list(), \"]\")\n",
    "            print()\n",
    "        else: \n",
    "            print(\"Error: Attempting to place a piece on an occupied cell.\", file=sys.stderr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 200,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "loading existing othello_game_states.pickle file\n",
      "Duplicate found!\n",
      "Duplicate found!\n",
      "Duplicate found!\n",
      "Duplicate found!\n",
      "Duplicate found!\n",
      "Duplicate found!\n"
     ]
    }
   ],
   "source": [
    "# Label last frame in curr_board_states with definite win/lose\n",
    "# Then run through curr_board_states once, and hash it, and store in db.\n",
    "\n",
    "final_outcome = -1  # 0 = black wins, 1 = black loses, 2 = draw\n",
    "\n",
    "black_count = 0\n",
    "white_count = 0\n",
    "\n",
    "count = curr_game_states.get_count()\n",
    "last_state = curr_game_states.get_board_state_obj_list()[count-1].get_board_state()\n",
    "\n",
    "for i in range(8):\n",
    "    for j in range(8):\n",
    "        if last_state[i][j] == 0:\n",
    "            black_count = black_count + 1\n",
    "        elif last_state[i][j] == 1:\n",
    "            white_count = white_count + 1\n",
    "if black_count == white_count:\n",
    "    final_outcome = 2\n",
    "elif black_count < white_count:\n",
    "    final_outcome = 1\n",
    "elif black_count > white_count:\n",
    "    final_outcome = 0\n",
    "else:\n",
    "    print(\"Error: final_outcome out of range.\", file=sys.stderr)           \n",
    "                \n",
    "try:\n",
    "    with open(\"othello_game_states.pickle\",\"rb\") as pickle_in:\n",
    "        print(\"loading existing othello_game_states.pickle file\")\n",
    "        db_game_states_dict = pk.load(pickle_in)\n",
    "        \n",
    "        for temp_state in curr_game_states.get_board_state_obj_list():\n",
    "            # Construct a key from board layout and then save board layout obj under it\n",
    "            temp_grid = temp_state.get_board_state()\n",
    "            temp_key = []\n",
    "            for i in range(8):\n",
    "                for j in range(8):\n",
    "                    temp_key.append(str(temp_grid[i][j]))\n",
    "            key = ''.join(temp_key)\n",
    "            \n",
    "            if key in db_game_states_dict.keys():\n",
    "                print(\"Duplicate found!\")\n",
    "                # db_temp_state is the state from file with the same layout as the one in mem.\n",
    "                # But only the file state will be updated.\n",
    "                db_temp_state = db_game_states_dict[key]\n",
    "                db_temp_state.add_win_outcome_to_list(final_outcome)\n",
    "                db_game_states_dict[key] = db_temp_state\n",
    "                \n",
    "            else:\n",
    "                temp_state_copy = copy.deepcopy(temp_state)\n",
    "                temp_state_copy.add_win_outcome_to_list(final_outcome)\n",
    "                db_game_states_dict[key] = temp_state_copy\n",
    "                \n",
    "    with open(\"othello_game_states.pickle\",\"wb\") as pickle_out:\n",
    "        pk.dump(db_game_states_dict, pickle_out)\n",
    "except IOError:  # The file cannot be opened, or does not exist - initialize new one\n",
    "    print(\"creating new othello_game_states.pickle file\")\n",
    "    with open(\"othello_game_states.pickle\",\"wb\") as pickle_out:\n",
    "        for temp_state in curr_game_states.get_board_state_obj_list():\n",
    "            # Construct a key from board layout and then save board layout obj under it\n",
    "            temp_grid = temp_state.get_board_state()\n",
    "            temp_key = []\n",
    "            for i in range(8):\n",
    "                for j in range(8):\n",
    "                    temp_key.append(str(temp_grid[i][j]))\n",
    "            key = ''.join(temp_key)\n",
    "            \n",
    "            # add an additional outcome (the current outcome) to temp_state\n",
    "            # Check for error with Python variable binding\n",
    "            temp_state_copy = copy.deepcopy(temp_state)\n",
    "            temp_state_copy.add_win_outcome_to_list(final_outcome)\n",
    "            new_game_states_dict[key] = temp_state_copy\n",
    "        pk.dump(new_game_states_dict, pickle_out)\n",
    "except EOFError:\n",
    "    print(\"Caught EOFError, corrupt pickle file?\", file=sys.stderr)"
   ]
  }
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