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Diffstat (limited to 'dotsandboxes/agents/agent_random.py')
| -rw-r--r-- | dotsandboxes/agents/agent_random.py | 212 |
1 files changed, 212 insertions, 0 deletions
diff --git a/dotsandboxes/agents/agent_random.py b/dotsandboxes/agents/agent_random.py new file mode 100644 index 0000000..abf677b --- /dev/null +++ b/dotsandboxes/agents/agent_random.py @@ -0,0 +1,212 @@ +#!/usr/bin/env python3 +# encoding: utf-8 +""" +dotsandboxesagent.py + +Template for the Machine Learning Project course at KU Leuven (2017-2018) +of Hendrik Blockeel and Wannes Meert. + +Copyright (c) 2018 KU Leuven. All rights reserved. +""" +import sys +import argparse +import logging +import asyncio +import websockets +import json +from collections import defaultdict +import random + +logger = logging.getLogger(__name__) +games = {} +agentclass = None + + +class DotsAndBoxesAgent: + """Example Dots and Boxes agent implementation base class. + It returns a random next move. + + A DotsAndBoxesAgent object should implement the following methods: + - __init__ + - add_player + - register_action + - next_action + - end_game + + This class does not necessarily use the best data structures for the + approach you want to use. + """ + def __init__(self, player, nb_rows, nb_cols, timelimit): + """Create Dots and Boxes agent. + + :param player: Player number, 1 or 2 + :param nb_rows: Rows in grid + :param nb_cols: Columns in grid + :param timelimit: Maximum time allowed to send a next action. + """ + self.player = {player} + self.timelimit = timelimit + self.ended = False + self.nb_rows = nb_rows + self.nb_cols = nb_cols + rows = [] + for ri in range(nb_rows + 1): + columns = [] + for ci in range(nb_cols + 1): + columns.append({"v": 0, "h": 0}) + rows.append(columns) + self.cells = rows + + def add_player(self, player): + """Use the same agent for multiple players.""" + self.player.add(player) + + def register_action(self, row, column, orientation, player): + """Register action played in game. + + :param row: + :param columns: + :param orientation: "v" or "h" + :param player: 1 or 2 + """ + self.cells[row][column][orientation] = player + + def next_action(self): + """Return the next action this agent wants to perform. + + In this example, the function implements a random move. Replace this + function with your own approach. + + :return: (row, column, orientation) + """ + logger.info("Computing next move (grid={}x{}, player={})"\ + .format(self.nb_rows, self.nb_cols, self.player)) + # Random move + free_lines = [] + for ri in range(len(self.cells)): + row = self.cells[ri] + for ci in range(len(row)): + cell = row[ci] + if ri < (len(self.cells) - 1) and cell["v"] == 0: + free_lines.append((ri, ci, "v")) + if ci < (len(row) - 1) and cell["h"] == 0: + free_lines.append((ri, ci, "h")) + if len(free_lines) == 0: + # Board full + return None + movei = random.randint(0, len(free_lines) - 1) + r, c, o = free_lines[movei] + return r, c, o + + def end_game(self): + self.ended = True + + +## MAIN EVENT LOOP + +async def handler(websocket, path): + logger.info("Start listening") + game = None + # msg = await websocket.recv() + try: + async for msg in websocket: + logger.info("< {}".format(msg)) + try: + msg = json.loads(msg) + except json.decoder.JSONDecodeError as err: + logger.error(err) + return False + game = msg["game"] + answer = None + if msg["type"] == "start": + # Initialize game + if msg["game"] in games: + games[msg["game"]].add_player(msg["player"]) + else: + nb_rows, nb_cols = msg["grid"] + games[msg["game"]] = agentclass(msg["player"], + nb_rows, + nb_cols, + msg["timelimit"]) + if msg["player"] == 1: + # Start the game + nm = games[game].next_action() + print('nm = {}'.format(nm)) + if nm is None: + # Game over + logger.info("Game over") + continue + r, c, o = nm + answer = { + 'type': 'action', + 'location': [r, c], + 'orientation': o + } + else: + # Wait for the opponent + answer = None + + elif msg["type"] == "action": + # An action has been played + r, c = msg["location"] + o = msg["orientation"] + games[game].register_action(r, c, o, msg["player"]) + if msg["nextplayer"] in games[game].player: + # Compute your move + nm = games[game].next_action() + if nm is None: + # Game over + logger.info("Game over") + continue + nr, nc, no = nm + answer = { + 'type': 'action', + 'location': [nr, nc], + 'orientation': no + } + else: + answer = None + + elif msg["type"] == "end": + # End the game + games[msg["game"]].end_game() + answer = None + else: + logger.error("Unknown message type:\n{}".format(msg)) + + if answer is not None: + print(answer) + await websocket.send(json.dumps(answer)) + logger.info("> {}".format(answer)) + except websockets.exceptions.ConnectionClosed as err: + logger.info("Connection closed") + logger.info("Exit handler") + + +def start_server(port): + server = websockets.serve(handler, 'localhost', port) + print("Running on ws://127.0.0.1:{}".format(port)) + asyncio.get_event_loop().run_until_complete(server) + asyncio.get_event_loop().run_forever() + + +## COMMAND LINE INTERFACE + +def main(argv=None): + global agentclass + parser = argparse.ArgumentParser(description='Start agent to play Dots and Boxes') + parser.add_argument('--verbose', '-v', action='count', default=0, help='Verbose output') + parser.add_argument('--quiet', '-q', action='count', default=0, help='Quiet output') + parser.add_argument('port', metavar='PORT', type=int, help='Port to use for server') + args = parser.parse_args(argv) + + logger.setLevel(max(logging.INFO - 10 * (args.verbose - args.quiet), logging.DEBUG)) + logger.addHandler(logging.StreamHandler(sys.stdout)) + + agentclass = DotsAndBoxesAgent + start_server(args.port) + + +if __name__ == "__main__": + sys.exit(main()) + |