示例#1
0
class Simulation:
    sheep_list = []
    wolf = None
    turns_number = None
    sheep_number = None
    alive_sheep_number = None
    eaten_sheep_list = []
    json_data = []
    write_data = Data()
    wait_character = None

    def __init__(self, init_pos_limit, sheep_move_dist, wolf_move_dist,
                 sheep_number, turns_number, wait):
        log = "Info level: Setting simulation details " + str(init_pos_limit) + " " + str(sheep_move_dist) + " " + \
              str(wolf_move_dist) + " " + str(sheep_move_dist) + " " + str(sheep_number) + " " + str(turns_number) + " "
        logging.info(log)
        self.turns_number = turns_number
        self.wolf = Wolf(wolf_move_dist)
        self.wait_character = wait
        self.sheep_number = sheep_number
        self.alive_sheep_number = sheep_number
        for _ in range(sheep_number):
            self.sheep_list.append(Sheep(init_pos_limit, sheep_move_dist))

    def start_simulation(self):
        log = "Debug level: start_simulation "
        logging.debug(log)
        for i in range(self.turns_number):
            if self.alive_sheep_number == 0:
                return
            self.sheep_move()
            if self.wolf_attack():
                self.wolf_move()
            print("Tur: " + str(i) + ", wolf position: " +
                  str("{:.3f}".format(self.wolf.x_position)) + " " +
                  str("{:.3f}".format(self.wolf.y_position)))
            print("Sheep number: " + str(self.alive_sheep_number) +
                  ",eaten sheep: " + str(self.eaten_sheep_list))
            self.write_data.add_json_data(i, self.wolf.x_position,
                                          self.wolf.y_position,
                                          self.alive_sheep_number,
                                          self.sheep_list)
            self.write_data.add_csv_data(
                [str(i), str(self.alive_sheep_number)])
            input_character = ""
            log = "Info level: End of the round"
            logging.info(log)
            while input_character != self.wait_character:
                input_character = input()

    def sheep_move(self):
        log = "Debug level: sheep_move "
        logging.debug(log)

        for i in range(self.sheep_number):
            if self.sheep_list[i].alive:
                self.sheep_list[i].move()

    def wolf_move(self):
        log = "Debug level: wolf_move "
        logging.debug(log)
        i = self.closed_sheep()
        dist = self.sheep_from_wolf_distance(self.sheep_list[i])
        delta_x = abs(self.wolf.x_position - self.sheep_list[i].x_position)
        delta_y = abs(self.wolf.y_position - self.sheep_list[i].y_position)
        x = (self.wolf.wolf_move_dist * delta_x) / dist
        y = (self.wolf.wolf_move_dist * delta_y) / dist
        if self.wolf.x_position > self.sheep_list[i].x_position:
            x = -x
        if self.wolf.y_position > self.sheep_list[i].y_position:
            y = -y
        log = "Info level: Calculating wolf move"
        logging.info(log)
        self.wolf.move(x, y)

        return

    def wolf_attack(self):
        for i in range(self.sheep_number):
            if self.sheep_list[i].alive:
                if self.wolf.wolf_move_dist >= \
                        self.sheep_from_wolf_distance(self.sheep_list[i]):
                    self.alive_sheep_number -= 1
                    self.eaten_sheep_list.append(i)
                    self.sheep_list[i].alive = False
                    self.wolf.set_wolf_position(self.sheep_list[i].x_position,
                                                self.sheep_list[i].y_position)
                    log = "Debug level: wolf_attack " + "False"
                    logging.debug(log)
                    log = "Info level: Wolf can eat sheep"
                    logging.info(log)
                    return False
        log = "Info level: Wolf can't eat sheep"
        logging.info(log)
        log = "Debug level: wolf_attack " + "True"
        logging.debug(log)
        return True

    def closed_sheep(self):
        dist = 0
        sheep = None
        for i in range(self.sheep_number):
            if self.sheep_list[i].alive:
                dist = self.sheep_from_wolf_distance(self.sheep_list[i])
                sheep = i
                break
        for i in range(self.sheep_number):
            if self.sheep_list[i].alive:
                if dist > self.sheep_from_wolf_distance(self.sheep_list[i]):
                    dist = self.sheep_from_wolf_distance(self.sheep_list[i])
                    sheep = i
        log = "Info level: Finding the closed  sheep " + str(sheep)
        logging.info(log)
        log = "Debug level: closed_sheep " + str(sheep)
        logging.debug(log)
        return sheep

    def sheep_from_wolf_distance(self, sheep):
        log = "Info level: Calculating distance between the closed sheep and wolf " +\
              str(sqrt((sheep.x_position - self.wolf.x_position) * (sheep.x_position - self.wolf.x_position) +
                       (sheep.y_position - self.wolf.y_position) * (sheep.y_position - self.wolf.y_position)))
        logging.info(log)
        log = "Debug level: sheep_from_wolf_distance " + \
              str(sqrt((sheep.x_position - self.wolf.x_position) * (sheep.x_position - self.wolf.x_position) +
                       (sheep.y_position - self.wolf.y_position) * (sheep.y_position - self.wolf.y_position)))
        logging.debug(log)
        return sqrt((sheep.x_position - self.wolf.x_position) *
                    (sheep.x_position - self.wolf.x_position) +
                    (sheep.y_position - self.wolf.y_position) *
                    (sheep.y_position - self.wolf.y_position))
示例#2
0
def main():

    # default params init
    init_pos_limit = 10.0
    epochs = 50
    sheep_count = 15
    sheep_move_dist = 0.5
    wolf_move_dist = 1.0

    log_lvl = None

    # sheep list
    flock = []

    # sheep positions
    sheep_pos = []

    # file data
    json_data = []
    csv_data = []

    # path to pos.json and alive.csv files
    data_dir = os.getcwd()

    # parse arguments
    parser = argparse.ArgumentParser()
    parser.add_argument('-c',
                        '--config',
                        type=file_type,
                        metavar='FILE',
                        help='specify config file with initial values',
                        dest='conf_file')
    parser.add_argument(
        '-d',
        '--dir',
        type=dir_type,
        metavar='DIR',
        help='specify path to catalog that holds generated files',
        dest='data_dir')
    parser.add_argument(
        '-l',
        '--log',
        type=int,
        metavar='LEVEL',
        help=
        'choose level of logs saved in chase.log file: 10: DEBUG, 20: INFO, '
        '30: WARNING, 40: ERROR, 50: CRITICAL',
        dest='log_lvl')
    parser.add_argument('-r',
                        '--rounds',
                        type=int,
                        metavar='NUM',
                        help='specify max number of iterations',
                        dest='rounds_no')
    parser.add_argument('-s',
                        '--sheep',
                        type=int,
                        metavar='NUM',
                        dest='sheep_no',
                        help='specify number of sheep in flock')
    parser.add_argument(
        '-w',
        '--wait',
        action='store_true',
        dest='wait_flag',
        help='wait for user at the end of each round to continue')
    parser.add_argument('-q',
                        '--quiet',
                        action='store_false',
                        dest='quiet_flag',
                        help='do not print info in terminal')
    args = parser.parse_args()

    # check optional args
    wait_flag = args.wait_flag
    print_flag = args.quiet_flag

    if args.data_dir:
        data_dir = os.path.join(data_dir, args.data_dir)

    if args.log_lvl:
        for lvl in [10, 20, 30, 40, 50]:
            if args.log_lvl == lvl:
                log_lvl = lvl

        if log_lvl is None:
            raise ValueError('no such level: ' + str(args.log_lvl))

        print(os.path.join(data_dir, 'chase.log'))

        logging.basicConfig(filename=os.path.join(data_dir, 'chase.log'),
                            filemode='w',
                            level=log_lvl)

    if args.conf_file:
        config = configparser.ConfigParser()
        config.read(args.conf_file)

        terrain = config['Terrain']
        movement = config['Movement']

        if float(terrain['InitPosLimit']) < 0:
            logging.critical(
                'ValueError raised: incorrect value in InitPosLimit config file'
            )
            raise ValueError('negative value in config file: InitPosLimit')

        if float(movement['SheepMoveDist']) < 0:
            logging.critical(
                'ValueError raised: incorrect value in SheepMoveDist config file'
            )
            raise ValueError('negative value in config file: SheepMoveDist')

        if float(movement['WolfMoveDist']) < 0:
            logging.critical(
                'ValueError raised: incorrect value in WolfMoveDist config file'
            )
            raise ValueError('negative value in config file: WolfMoveDist')

        init_pos_limit = float(terrain['InitPosLimit'])
        sheep_move_dist = float(movement['SheepMoveDist'])
        wolf_move_dist = float(movement['WolfMoveDist'])

    if args.rounds_no:
        if args.rounds_no > 0:
            epochs = args.rounds_no
        elif log_lvl is not None:
            logging.warning(
                'value passed by -r/--rounds is incorrect, continuing with default values'
            )

    if args.sheep_no:
        if args.sheep_no > 0:
            sheep_count = args.sheep_no
        elif log_lvl is not None:
            logging.warning(
                'value passed by -s/--sheep is incorrect, continuing with default values'
            )

    # animals init
    wolf = Wolf(wolf_move_dist)
    for round_no in range(sheep_count):
        flock.append(Sheep(sheep_move_dist, round_no, init_pos_limit))
        sheep_pos.append(flock[round_no].position)

    # log formatter
    epoch_log = '[{:2}]\twolf pos.: ({: >7.3f}, {: >7.3f})\tnumber of sheep: {:2}'
    eaten_log = '  •———— sheep [{:2}] is dead'
    tmp_str = epoch_log.format(0, wolf.position[0], wolf.position[1],
                               len(flock))
    if print_flag:
        print(tmp_str)
    logging.info(tmp_str)

    # wait for user input
    if wait_flag:
        input('Press enter to continue: ')

    # main loop
    for round_no in range(1, epochs + 1):

        # move and update sheep
        for sheep in flock:
            sheep.move()
            sheep_pos[sheep.id] = sheep.position

        # find closest sheep to wolf
        closest_sheep = flock[0]
        for sheep in flock:
            x = fun.calc_euclid_dist(wolf.position, sheep.position)
            if x < fun.calc_euclid_dist(wolf.position, closest_sheep.position):
                closest_sheep = sheep
        wolf.closest_sheep_pos = closest_sheep.position
        logging.info('sheep closest to wolf found ({})'.format(
            closest_sheep.position))

        # eat or chase sheep
        if fun.calc_euclid_dist(wolf.position,
                                closest_sheep.position) < wolf.move_dist:
            tmp_str = eaten_log.format(closest_sheep.id)
            if print_flag:
                print(tmp_str)
            logging.info(tmp_str)

            flock.remove(closest_sheep)
            sheep_pos[closest_sheep.id] = None
        else:
            wolf.move()
            logging.info('Wolf is chasing closest sheep')

        # print epoch summary
        tmp_str = epoch_log.format(round_no, wolf.position[0],
                                   wolf.position[1], len(flock))
        if print_flag:
            print(tmp_str)
        logging.info(tmp_str)

        # append data to csv file
        csv_data.append([round_no, len(flock)])

        # append data to json file
        cloned_sheep_pos_list = sheep_pos[:]
        json_data.append({
            'round_no': round_no,
            'wolf_pos': wolf.position,
            'sheep_pos': cloned_sheep_pos_list
        })

        # end loop if no sheep in flock
        if len(flock) < 1:
            logging.info('simulation ended: all sheep were eaten')
            break

        # wait for user input
        if wait_flag and input('Press enter to continue: ') == 'exit':
            logging.info('simulation ended: user stopped the simulation')
            break

    # write to json file
    with open(os.path.join(data_dir, 'pos.json'), mode='w',
              newline='') as json_file:
        json_file.write(json.dumps(json_data, indent=4))
        logging.info('data written to pos.json')

    # write to csv file
    with open(os.path.join(data_dir, 'alive.csv'), mode='w',
              newline='') as csv_file:
        writer = csv.writer(csv_file)
        writer.writerow(['epoch_no', 'living_sheep'])
        writer.writerows(csv_data)
        logging.info('data written to alive.csv')