ozai-bot/main.py

#!/usr/bin/env python3

from time import sleep
import requests
import numpy as np
import random
import argparse

ozai_url = 'http://localhost:8000/api/'


# ozai classes (some are just storing json data because i am )

class Player:
    def __init__(self, name, gamedata_player_json):
        self.name = name
        self.ready = gamedata_player_json['ready']
        self.points = gamedata_player_json['points']
        self.pattern_lines = gamedata_player_json['pattern_lines'] #'pattern_lines': [{'color': None, 'number': 0}, {'color': None, 'number': 0}, {'color': None, 'number': 0}, {'color': None, 'number': 0}, {'color': None, 'number': 0}], 
        self.wall = gamedata_player_json['wall'] # 'wall': [[False, False, False, False, False], [False, False, False, False, False], [False, False, False, False, False], [False, False, False, False, False], [False, False, False, False, False]]
        self.floor = gamedata_player_json['floor']
    
    def __str__(self):
        return f"Player(name={self.name}, ready={self.ready}, points={self.points}, pattern_lines={self.pattern_lines}, wall={self.wall}, floor={self.floor})"

class Bag:
    def __init__(self, bag_json):
        self.blue = bag_json['blue']
        self.yellow = bag_json['yellow']
        self.red = bag_json['red']
        self.black = bag_json['black']
        self.white = bag_json['white']

    def __str__(self):
        return f"Bag(blue={self.blue}, yellow={self.yellow}, red={self.red}, black={self.black}, white={self.white})"

class Factory:
    def __init__(self, factory_json):
        self.blue = factory_json['blue']
        self.yellow = factory_json['yellow']
        self.red = factory_json['red']
        self.black = factory_json['black']
        self.white = factory_json['white']

    def __str__(self):
        return f"Factory(blue={self.blue}, yellow={self.yellow}, red={self.red}, black={self.black}, white={self.white})"

class Market:
    def __init__(self, market_json):
        self.start = market_json['start']
        self.blue = market_json['blue']
        self.yellow = market_json['yellow']
        self.red = market_json['red']
        self.black = market_json['black']
        self.white = market_json['white']

    def __str__(self):
        return f"Market(start={self.start}, blue={self.blue}, yellow={self.yellow}, red={self.red}, black={self.black}, white={self.white})"

class PatternLine:
    def __init__(self, pattern_line_json):
        self.color = pattern_line_json['color']
        self.number = pattern_line_json['number']

    def __str__(self):
        return f"PatternLine(color={self.color}, number={self.number})"

class Wall:
    def __init__(self, wall_json):
        self.wall = wall_json
    def __str__(self):
        return f"Wall(wall={self.wall})"

class Floor:
    def __init__(self, floor_json):
        self.start = floor_json['start']
        self.blue = floor_json['blue']
        self.yellow = floor_json['yellow']
        self.red = floor_json['red']
        self.black = floor_json['black']
        self.white = floor_json['white']

    def __str__(self):
        return f"Floor(start={self.start}, blue={self.blue}, yellow={self.yellow}, red={self.red}, black={self.black}, white={self.white})"

class GameState:
    def __init__(self, gamedata_json):
        json = gamedata_json
        self.n_players = json['n_players']
        self.current_player = json['current_player']
        self.starting_player = json['starting_player']
        self.player_names = json['player_names']
        self.game_end = json['game_end']
        self.rounds = json['rounds']
        self.days = json['days']
        self.bag = Bag(json['bag'])
        self.lid = Bag(json['lid'])  # Assuming lid has the same structure as bag
        self.factories = [Factory(factory_json) for factory_json in json['factories']]
        self.market = Market(json['market'])
        self.players = [Player(name, player_json) for name, player_json in json['players'].items()]    
    def __str__(self):
        return f"GameState(n_players={self.n_players}, current_player={self.current_player}, starting_player={self.starting_player}, player_names={self.player_names}, game_end={self.game_end}, rounds={self.rounds}, days={self.days}, bag={self.bag}, lid={self.lid}, factories={self.factories}, market={self.market}, players={self.players})"

def init_game(names=["a", "b"]):
    #initialize a game with the given names and return the game_id
    player_names = {"player_names": names}
    response = requests.post(ozai_url + 'game', json=player_names)
    if response.status_code == 200:
        game_id = response.json()
        print("Game ID:", game_id)
        return game_id
    else:
        return None

def join_game(game_id, player_name):
    #gets a initialized game and joins the game with the given player name
    response = requests.get(ozai_url + 'game/' + game_id + '?player=' + player_name)
    if response.status_code != 200:
        return None
    players = response.json().get('players')
    return players

def create_game(names=["a", "b"]):
    # Create a game with the players given in names, by initializing it and joining the players
    game_id = init_game(names)
    for name in names:
        join_game(game_id, name)
    return game_id

def submit_action(game_id, player_name, source=0, destination=0, color="start", policy="strict"):
    # Submit an action to the game. The action is a dictionary with the keys being the action type and the values being the arguments.
    # Example: {"player": 0, "market": true, "factory": 0, "color": "blue", "patternLine": 0}
    if source != "market":
        if source < 0 or source > 4:
            return False
    if destination != "floor":
        if destination < 0 or destination > 4:
            return False
    action = {
        'player': str(player_name),
        'policy': policy,
        'color': str(color).lower(),
        'source': source,
        'destination': destination
    }
    response = requests.put(ozai_url + 'game/' + game_id, json=action)
    if response.status_code == 200:
        return True
    else:
        return False

def get_gamestate(game_id) -> GameState:
    response = requests.get(ozai_url + 'game/' + game_id)
    if response.status_code == 200:
        game_state = response.json()
        game_state = GameState(game_state)
        return game_state
    else:
        return None

def get_score(game_id, player_name):
    GameState = get_gamestate(game_id)
    for player in GameState.players:
        if player_name == player.name:
            return player.points

def game_over(game_id):
    try:
        GameState = get_gamestate(game_id)
        return GameState.game_end
    except:
        return False

def get_all_valid_moves(game_id, player_name):
    # Get the game state
    GameState = get_gamestate(game_id)
    # Generate a list of all possible moves
    sources = ["market"] + [i for i, factory in enumerate(GameState.factories) if any([factory.blue, factory.yellow, factory.red, factory.black, factory.white])]
    colors = ["blue", "yellow", "red", "black", "white"]
    destinations = ["floor"] + list(range(len(GameState.factories)))
    valid_moves = []
    for source in sources:
        for color in colors:
            for destination in destinations:
                # Check if the source has the color we want to move
                if source == "market":
                    amount = getattr(GameState.market, color)
                    if amount > 0:
                        valid_moves.append((source, destination, color, amount))
                else:
                    amount = getattr(GameState.factories[source], color)
                    if amount > 0:
                        valid_moves.append((source, destination, color, amount))
                        
    # Filter out invalid destinations if the destinaiton is a pattern line, and the wall contains the color
    wall_colors = [
        ['blue', 'yellow', 'red', 'black', 'white'],
        ['white', 'blue', 'yellow', 'red', 'black'],
        ['black', 'white', 'blue', 'yellow', 'red'],
        ['red', 'black', 'white', 'blue', 'yellow'],
        ['yellow', 'red', 'black', 'white', 'blue'],
    ]
    moves = []
    player = [player for player in GameState.players if player.name == player_name][0]
    for move in valid_moves:
        if move[1] == "floor":
            moves.append(move)
        else:
            # print(player.pattern_lines[move[1]])
            #if element in wall is tru convert it to the correct color
            player.wall = [[wall_colors[i][j] if player.wall[i][j] else False for j in range(5)] for i in range(5)]
            #check that the wall does not contain the color on the same row as the pattern line, and that the pattern line does not contain another color
            if not move[2] in player.wall[move[1]]:
                if player.pattern_lines[move[1]]['color'] == move[2] or player.pattern_lines[move[1]]['color'] == None:
                    moves.append(move)
    valid_moves = moves
    return valid_moves
    

###
# strategies for filtering in the do_move solution.
###
def strategy_1(move, GameState,player):
    #strategy 1 most fit always  530points 27-3
    if move[1] == 'floor':
        return True
    remaining_space = move[1] + 1 - player.pattern_lines[move[1]]['number']
    if move[3] >= remaining_space-1 and move[3] <= remaining_space +1:                
        return True
    else:
        return False

def strategy_2(move,GameState,player):
    #strategy 2 tierdoff fitting. 983 30-0
    if move[1] == 'floor':
        return True
    remaining_space = move[1] + 1 - player.pattern_lines[move[1]]['number']
    
    if move[1] == 4:
        if move[3] <= remaining_space and move[3] >= remaining_space -2:
            return True
    if move[1] == 3:
        if move[3] <= remaining_space and move[3] >= remaining_space -1:
            return True
    if move[1] < 3:
        if move[3] <= remaining_space and move[3] >= remaining_space:
            return True
    return False

def strategy_random(move, GameState,player):
    return True #do not filter any moves

def do_move(game_id, player_name, filter_strategy=strategy_random):
    moves = get_all_valid_moves(game_id, player_name)
    try:
        GameState = get_gamestate(game_id)
        player = [player for player in GameState.players if player.name == player_name][0]
        filtered_moves = []
        for move in moves:
            if filter_strategy(move,GameState,player):
                filtered_moves.append(move)
        # Submit a random move, of the filtered ones.
        move = random.choice(filtered_moves)
        submit_action(game_id, player_name, move[0], move[1], move[2])
        return move
    except:
        #if filtered all moves, just submit a random move from the moves
        result = random.choice(moves)
        return result

def play_game(gameid, players, strategy):
    print(f"Playing game {gameid} with players {players} and strategy {strategy.__name__}")
    while not game_over(gameid):
        for player in players:
            mov = do_move(gameid, player, filter_strategy=strategy)
            if game_over(game_id):
                #get the score of the players
                score = []
                for player in players:
                    score.append(get_score(gameid, player))
                print(f"Game Over, scores: {score}")
                return score

if __name__ == "__main__":
    parser = argparse.ArgumentParser(description='Play a game with specified strategies.')
    parser.add_argument('--game_id', type=int, default=0, help='The id of the game to play.')
    parser.add_argument('--players', nargs='+', default=["a", "b"], help='The names of the players.')
    parser.add_argument('--strategy', type=str, default="", help='The strategy to use. Can be "1", "2", or "" for random.')
    parser.add_argument('--ozai_url', type=str, default='http://localhost:8000/api/', help='The url to the ozai server.')
    args = parser.parse_args()
    
    

    game_id = args.game_id
    players = args.players
    strategy = args.strategy
    #use global ozai url and update it
    ozai_url = args.ozai_url

    if game_id == 0:
        game_id = create_game(names=players)
    if strategy == "1":
        play_game(game_id, players, strategy_1)
    elif strategy == "2":
        play_game(game_id, players, strategy_2)
    else:
        play_game(game_id, players, strategy_random)