def __init__(self, width, height):
super().__init__(width, height)
self.background = arcade.load_texture("images/bgni.jpg")
self.world = World(SCREEN_WIDTH, SCREEN_HEIGHT)
self.dot_sprite = ModelSprite('images/player.png',
model=self.world.player)
self.monster_sprite = MonsterSprite(model=self.world.monster)
self.coin_sprite = [
CoinSprite(model=self.world.coin[0]),
CoinSprite(model=self.world.coin[1]),
CoinSprite(model=self.world.coin[2]),
CoinSprite(model=self.world.coin[3]),
CoinSprite(model=self.world.coin[4])
]
self.bomb_sprite = [
BombSprite(model=self.world.bomb[0]),
BombSprite(model=self.world.bomb[1]),
BombSprite(model=self.world.bomb[2])
]
self.hp = [
arcade.load_texture("images/pills.png"),
arcade.load_texture("images/pills.png"),
arcade.load_texture("images/pills.png")
]
self.num_hp = 2
self.menus = {
'gameover': arcade.load_texture("images/gameover.png"),
'play': arcade.load_texture("images/play.png")
}
self.count = 0
self.temp_player = 1
class SnakeWindow(arcade.Window):
def __init__(self, width, height):
super().__init__(width, height)
arcade.set_background_color(arcade.color.BLACK)
self.world = World(SCREEN_WIDTH, SCREEN_HEIGHT)
self.snake_sprite = ModelSprite('images/block.png',
model=self.world.snake)
self.snake_sprite = SnakeSprite(self.world.snake)
self.heart_sprite = HeartSprite(self.world.heart)
def update(self, delta):
self.world.update(delta)
def on_key_press(self, key, key_modifiers):
self.world.on_key_press(key, key_modifiers)
def on_draw(self):
arcade.start_render()
self.snake_sprite.draw()
self.heart_sprite.draw()
class GameWindow(arcade.Window):
def __init__(self, width, height):
super().__init__(width, height)
arcade.set_background_color(arcade.color.BLACK)
self.world = World(width, height)
self.endgame = arcade.Sprite('images/black.png', scale=2)
self.hunter_sprite = ModelSprite('images/hunter.png',
scale=0.4,
model=self.world.hunter)
self.bullet_sprite = []
self.pigs_sprites = []
for pig in self.world.pigs:
self.pigs_sprites.append(
ModelSprite('images/pig.png', scale=0.18, model=pig))
self.foxs_sprites = []
for fox in self.world.foxs:
self.foxs_sprites.append(
ModelSprite('images/fox.png', scale=0.36, model=fox))
def on_key_press(self, key, key_modifiers):
self.world.on_key_press(key, key_modifiers)
def on_draw(self):
self.bullet_sprite.clear()
for i in range(len(self.world.bullets)):
if self.world.status_bullet[i] == 1:
self.bullet_sprite.append(
ModelSprite("images/bullet.png",
scale=0.02,
model=self.world.bullets[i]))
arcade.start_render()
i = 0
for sprite in self.pigs_sprites:
if self.world.status_pig[i] == 1:
sprite.draw()
i += 1
j = 0
for sprite in self.foxs_sprites:
if self.world.status_fox[j] == 1:
sprite.draw()
j += 1
self.hunter_sprite.draw()
for sprite in self.bullet_sprite:
sprite.draw()
arcade.draw_text(str(self.world.score), self.width - 50,
self.height - 30, arcade.color.WHITE, 20)
if self.world.heart == 0:
self.endgame.draw()
arcade.draw_text("END GAME", 200, 300, arcade.color.WHITE, 50)
def animate(self, delta):
if self.world.heart != 0:
self.world.animate(delta)
class SpaceGameWindow(arcade.Window):
def __init__(self, width, height):
super().__init__(width, height)
arcade.set_background_color(arcade.color.BLACK)
self.world = World(width, height)
self.gold_sprite = ModelSprite('images/Gold.png',
model=self.world.gold)
self.ship_sprite = ModelSprite('images/ship.png',
model=self.world.ship)
def on_draw(self):
arcade.start_render()
self.gold_sprite.draw()
self.ship_sprite.draw()
arcade.draw_text(str(self.world.score), self.width - 30,
self.height - 30, arcade.color.WHITE, 20)
def update(self, delta):
self.world.update(delta)
def on_key_press(self, key, key_modifiers):
self.world.on_key_press(key, key_modifiers)
def main():
# constants specific to statistic collection of simulations
NUM_SIMULATIONS = 2
parser = argparse.ArgumentParser(description="Visualization controls")
parser.add_argument("--visualize",
action="store_true",
help="whether to visualize on browser")
args = parser.parse_args()
if args.visualize:
server.launch()
else:
coops = np.arange(0.0, 1.1, 0.1)
## TESTING ##
# coops = [0.5]
#############
e_prob = 0.5
for coop in coops:
print("Simulating with cooperation level %.2f" % (coop))
f_name = "logs/log_%d" % (coop * 100)
with open(f_name, 'w+') as f:
for _ in range(NUM_SIMULATIONS):
model = World(100, coop, e_prob)
while model.schedule.time < 3000 and len(
model.schedule.agents) != 0:
# simulate till there are agents in the world
model.step()
# explorer mean age
mean_explorer_age = np.mean(
[model.ages[i] for i in model.ages if "explorer" in i])
# exploiter mean age
mean_exploiter_age = np.mean([
model.ages[i] for i in model.ages if "exploiter" in i
])
# entire population mean age
mean_age = np.mean([model.ages[i] for i in model.ages])
# mean expected age based on initial values
expected_age = np.mean(model.expected_ages)
ages = ', '.join([str(model.ages[i]) for i in model.ages])
memoryLens = ', '.join(
[str(model.memoryLens[i]) for i in model.memoryLens])
total_energy = ', '.join(
[str(i) for i in model.energy_tracker])
num_explorers = ', '.join(
[str(i[0]) for i in model.member_tracker])
num_exploiters = ', '.join(
[str(i[1]) for i in model.member_tracker])
f.write("ages, " + ages + "\n")
f.write("memoryLens, " + memoryLens + "\n")
f.write("total_energy, " + total_energy + "\n")
f.write("num_explorers, " + num_explorers + "\n")
f.write("num_exploiters, " + num_exploiters + "\n")
f.write("%.5f, %.5f, %.5f, %.5f\n" %
(mean_explorer_age, mean_exploiter_age, mean_age,
expected_age))
def __init__(self, width, height):
super().__init__(width, height)
arcade.set_background_color(arcade.color.BLACK)
self.world = World(width, height)
self.gold_sprite = ModelSprite('images/Gold.png',
model=self.world.gold)
self.ship_sprite = ModelSprite('images/ship.png',
model=self.world.ship)
def __init__(self, width, height):
super().__init__(width, height)
arcade.set_background_color(arcade.color.BLACK)
self.world = World(SCREEN_WIDTH, SCREEN_HEIGHT)
self.snake_sprite = ModelSprite('images/block.png',
model=self.world.snake)
self.snake_sprite = SnakeSprite(self.world.snake)
self.heart_sprite = HeartSprite(self.world.heart)
def __init__(self, population, initial_infection_rate, closeness,
dimensions, speed, frequency, turns, no_doctors,
length_of_immunity, train_new_doctor_frequency):
self.my_world = World(population, initial_infection_rate, closeness,
dimensions, speed, frequency, turns, no_doctors,
length_of_immunity)
self.my_world.populate_world(population, initial_infection_rate,
closeness)
self.infectedCount = []
self.healthyCount = []
self.count = 0
self.frequency = frequency
self.train_new_doctor_frequency = train_new_doctor_frequency
def __init__(self, width, height):
super().__init__(width, height)
self.current_state = INSTRUCTION_PAGE
self.score = 0
self.background = arcade.load_texture('images/background.png')
self.world = World(width, height)
self.player_sprite = ModelSprite('images/soilder.png',
model=self.world.player)
self.zombie_sprite = ModelSprite('images/zombie.png',
model=self.world.zombie)
self.laser_sprite = ModelSprite('images/laser1.png',
model=self.world.player.bullet)
def __init__(self, width, height):
super().__init__(width, height)
arcade.set_background_color(arcade.color.BLACK)
self.world = World(width, height)
self.endgame = arcade.Sprite('images/black.png', scale=2)
self.hunter_sprite = ModelSprite('images/hunter.png',
scale=0.4,
model=self.world.hunter)
self.bullet_sprite = []
self.pigs_sprites = []
for pig in self.world.pigs:
self.pigs_sprites.append(
ModelSprite('images/pig.png', scale=0.18, model=pig))
self.foxs_sprites = []
for fox in self.world.foxs:
self.foxs_sprites.append(
ModelSprite('images/fox.png', scale=0.36, model=fox))
def create_test_world():
world = add(World(name='Test World'))
portal = add(Location(name='Portal', world=world))
plaza = add(Location(name='Plaza', world=world))
hotel = add(Location(name='Old Grand Hotel', world=world))
basement = add(Location(name='Hotel Basement', world=world))
add(
Path(
start=portal,
destination=hotel,
description=
"YOU ARE IN THE HOTEL. THERE'S A DOOR TO THE BASEMENT IN FRONT OF YOU."
))
add(
Path(
start=plaza,
destination=hotel,
description=
"YOU ARE IN THE HOTEL. THERE'S A DOOR TO THE BASEMENT IN FRONT OF YOU."
))
add(
Path(start=hotel,
destination=plaza,
description="YOU ARE IN THE PLAZA, FACING THE HOTEL."))
add(
Path(
start=hotel,
destination=basement,
description=
"YOU ARE IN THE BASEMENT. THERE ARE STAIRS UP TO THE HOTEL LOBBY BEHIND YOU."
))
add(
Path(
start=basement,
destination=hotel,
description=
"YOU ARE IN THE HOTEL LOBBY. THERE'S AN EXIT TO THE PLAZA IN FRONT OF YOU."
))
add(
Session(code='TestSession1',
active=True,
current_location=hotel,
previous_location=portal))
db.session.commit()
def do():
population = int(e1.get())
initial_infection_rate = float(e2.get())
closeness = int(e3.get())
dimensions = int(e4.get())
speed = int(e5.get())
frequency = int(e6.get())
turns = int(e7.get())
no_doctors = int(e8.get())
train_new_doctor_frequency = int(e9.get())
length_of_immunity = int(e10.get())
widget_list = all_children(master)
for item in widget_list:
item.pack_forget()
myworld = World(population, initial_infection_rate, closeness, dimensions, speed, frequency, turns, no_doctors, length_of_immunity)
myworld.populate_world(population, initial_infection_rate, closeness)
w = Canvas(master,
width=canvas_width,
height=canvas_height)
w.pack(expand=YES, fill=BOTH)
for i in range(turns):
update(i, w, myworld)
if i % train_new_doctor_frequency == 0:
myworld.train_doctor()
time.sleep(0.05)
mainloop()
class Controller:
def __init__(self, sim_rate, fps):
self.world = World(self, 1.0/sim_rate)
self.view = View(sim_rate = sim_rate, fps = fps, sound = True)
self.input_accept = ["human", "ai"]
self.callbacks = []
def mainloop(self):
self.running = True
while (self.running):
self.view.handle_events(self, self.world)
def input(self, player, action):
if (player in self.input_accept):
switch = {"shoot": self.world.get_spaceship().shoot,
"hyperspace": self.world.get_spaceship().hyperspace,
"accelerate": self.world.get_spaceship().accelerate,
"turn_left": (self.world.get_spaceship().turn, 1),
"turn_right": (self.world.get_spaceship().turn, -1)}
try:
if (type(switch[action])==tuple):
func = switch[action][0]
args = switch[action][1:]
else:
func = switch[action]
args = []
func(*args)
return True
except KeyError:
return False
else:
return True
def callback_model_step(self):
for c in self.callbacks:
c(self, self.world)
self.world.collision_detection()
self.world.integrate()
def gameover(self, score):
self.quit()
def quit(self):
self.running = False
##############################
# set up data structure
##############################
column_names = ['trial', 'noise', 'A_whether']
df = pd.DataFrame(0.0, index=np.arange(len(trials)), columns=column_names)
df['trial'] = trials
df['noise'] = noise
##############################
# run simulations
##############################
w = World()
for idx, trial in enumerate(trials):
df.loc[idx, 'A_whether'] = w.whether_cause(experiment=experiment,
noise=noise,
w=w,
trial=trial,
cause='A',
df=df,
n_simulations=n_simulations,
animate=animate)
df['trial'] = df['trial'] + 1
df = df * 1 #logical to integer
if record_data:
def __init__(self, sim_rate, fps):
self.world = World(self, 1.0/sim_rate)
self.view = View(sim_rate = sim_rate, fps = fps, sound = True)
self.input_accept = ["human", "ai"]
self.callbacks = []
class KurbyWindow(arcade.Window):
DELAY = 5
temp_list = []
def __init__(self, width, height):
super().__init__(width, height)
self.background = arcade.load_texture("images/bgni.jpg")
self.world = World(SCREEN_WIDTH, SCREEN_HEIGHT)
self.dot_sprite = ModelSprite('images/player.png',
model=self.world.player)
self.monster_sprite = MonsterSprite(model=self.world.monster)
self.coin_sprite = [
CoinSprite(model=self.world.coin[0]),
CoinSprite(model=self.world.coin[1]),
CoinSprite(model=self.world.coin[2]),
CoinSprite(model=self.world.coin[3]),
CoinSprite(model=self.world.coin[4])
]
self.bomb_sprite = [
BombSprite(model=self.world.bomb[0]),
BombSprite(model=self.world.bomb[1]),
BombSprite(model=self.world.bomb[2])
]
self.hp = [
arcade.load_texture("images/pills.png"),
arcade.load_texture("images/pills.png"),
arcade.load_texture("images/pills.png")
]
self.num_hp = 2
self.menus = {
'gameover': arcade.load_texture("images/gameover.png"),
'play': arcade.load_texture("images/play.png")
}
self.count = 0
self.temp_player = 1
def setup(self):
self.background = arcade.load_texture("images/bgni.jpg")
self.hp = [
arcade.load_texture("images/pills.png"),
arcade.load_texture("images/pills.png"),
arcade.load_texture("images/pills.png")
]
self.num_hp = 2
self.world.level = 0
self.world.score = 0
self.world.hp = 2
self.world.level_bomb = 5
self.world.level_monster = 2
self.monster_sprite.monster_sprite = arcade.Sprite(
'images/monster.png')
self.dot_sprite = ModelSprite('images/player.png',
model=self.world.player)
def on_key_press(self, key, key_modifiers):
if not self.world.is_start():
self.world.start()
self.world.on_key_press(key, key_modifiers)
if self.world.level >= 3:
if self.temp_player == 2:
self.temp_player = 1
elif self.temp_player >= 1:
self.temp_player = 2
self.dot_sprite = ModelSprite('images/kur' +
str(self.temp_player) + '.png',
model=self.world.player)
def night_back(self):
if self.world.level >= 10:
self.background = arcade.load_texture("images/bg.jpg")
self.monster_sprite.monster_sprite = arcade.Sprite(
'images/monster2.png')
def update(self, delta):
self.world.update(delta)
self.world.limit_screen(SCREEN_WIDTH)
self.night_back()
def draw_background(self):
arcade.draw_texture_rectangle(SCREEN_WIDTH // 2, SCREEN_HEIGHT // 2,
SCREEN_WIDTH, SCREEN_HEIGHT,
self.background)
def draw_detail(self):
if self.world.level < 10:
color = arcade.color.BLACK
else:
color = arcade.color.WHITE
arcade.draw_text(
'Score : ' + str(self.world.score),
self.width - 80,
self.height - 30,
color,
12,
)
arcade.draw_text(
'Level : ' + str(self.world.level),
self.width - 400,
self.height - 30,
color,
12,
)
arcade.draw_text(
'HP : ',
self.width - 400,
self.height - 60,
color,
12,
)
temp = 0
if self.world.hp != self.num_hp:
self.hp.pop()
self.num_hp = self.world.hp
for i in self.hp:
arcade.draw_texture_rectangle(self.width - 360 + temp,
self.height - 53, 10, 12, i)
temp += 15
def draw_high_score(self):
arcade.draw_text(
' High Score : ' + str(self.world.high_score_coin),
125,
400,
arcade.color.BLACK,
20,
)
def on_draw(self):
arcade.start_render()
self.draw_background()
for i in self.coin_sprite:
i.draw()
self.dot_sprite.draw()
self.draw_detail()
for j in self.bomb_sprite:
j.draw()
self.monster_sprite.draw()
if len(self.hp) == 0:
self.world.die()
texture = self.menus['gameover']
arcade.draw_texture_rectangle(self.width // 2,
self.height // 2 + 50, texture.width,
texture.height, texture, 0)
self.draw_high_score()
texture = self.menus['play']
arcade.draw_texture_rectangle(self.width // 2,
self.height // 2 - 100,
texture.width, texture.height,
texture, 0)
def on_mouse_press(self, x, y, button, modifiers):
if len(self.hp) == 0:
texture = self.menus['play']
h = self.height // 2 - 100
w = self.width // 2
if w - texture.width // 2 <= x <= w + texture.width // 2:
if h - texture.height // 2 <= y <= h + texture.height // 2:
self.world.st = True
self.setup()
self.world.start()
# A module for testing and building simulations without running them through causal inference
from model import World
import sys
##############################
# parameters
##############################
# trial = int(sys.argv[1])
# To play a single video make trial an int. To play a series of videos make trial a tuple with the range
trial = (0, 19)
# A string signifying the experiment file to draw from. The experiment name is the portion of the file string that comes before "_trials"
# Make sure the trial numbers in trial correspond to the actual number of trials in the experiment file
experiment = '2ball'
animate = True
##############################
# run simulations
##############################
w = World()
if isinstance(trial, int):
w.simulate(experiment, animate, i)
else:
for i in range(trial[0], trial[1]):
w.simulate(experiment, animate, i)
column_names = ['participant','trial','A_difference','A_how','A_whether','A_sufficient','A_robust','B_difference','B_how','B_whether','B_sufficient','B_robust'] df = pd.DataFrame(0.0, index=np.arange(len(trials)), columns=column_names) df['trial'] = trials df['noise'] = noise df['perturb'] = perturb_robust df['n_simulations'] = n_simulations df['n_simulations_difference'] = n_simulations_difference df['trial'] = df['trial']+1 ############################## # run simulations ############################## w = World() for participant in range(0,n_participants): for idx, trial in enumerate(trials): df.loc[idx, 'A_difference'] = w.difference_cause(w = w, experiment = experiment, noise = noise, trial = trial, cause = 'A', alternatives = ['B'], df = df, n_simulations = n_simulations_difference, animate = animate) if df.loc[idx, 'A_difference'] != 0: df.loc[idx, 'A_how'] = w.how_cause(w = w, experiment = experiment, noise = noise, trial = trial, cause = 'A', df = df, animate = animate) df.loc[idx, 'A_whether'] = w.whether_cause(w = w, experiment = experiment, noise = noise, trial = trial, cause = 'A', df = df, n_simulations = n_simulations, animate = animate) df.loc[idx, 'A_sufficient'] = w.sufficient_cause(w = w, experiment = experiment, noise = noise, trial = trial, cause = 'A', alternatives = ['B'], target = 'E', df = df, n_simulations = n_simulations, animate = animate) df.loc[idx, 'A_robust'] = w.robust_cause(w = w, experiment = experiment, noise = noise, perturb = perturb_robust, trial = trial, cause = 'A', alternatives = ['B'], target = 'E', df = df, n_simulations = n_simulations, animate = animate) df.loc[idx, 'B_difference'] = w.difference_cause(w = w, experiment = experiment, noise = noise, trial = trial, cause = 'B', alternatives = ['A'], df = df, n_simulations = n_simulations_difference, animate = animate) if df.loc[idx, 'B_difference'] != 0:
class Controller:
def __init__(self, population, initial_infection_rate, closeness,
dimensions, speed, frequency, turns, no_doctors,
length_of_immunity, train_new_doctor_frequency):
self.my_world = World(population, initial_infection_rate, closeness,
dimensions, speed, frequency, turns, no_doctors,
length_of_immunity)
self.my_world.populate_world(population, initial_infection_rate,
closeness)
self.infectedCount = []
self.healthyCount = []
self.count = 0
self.frequency = frequency
self.train_new_doctor_frequency = train_new_doctor_frequency
def runTurn(self, count):
self.my_world.update_world(count)
if count % self.train_new_doctor_frequency == 0:
self.my_world.train_doctor()
infected, healthy, doctors = self.my_world.create_coord_list()
self.my_world.plot(infected[2:], healthy[2:], doctors, count)
plt.savefig('web/snapshots/{}.png'.format(count))
self.infectedCount.append(self.my_world.get_number_infected())
self.healthyCount.append(self.my_world.get_number_well())
return 'snapshots/{}.png'.format(count)
class SpaceGameWindow(arcade.Window):
def __init__(self, width, height):
super().__init__(width, height)
self.current_state = INSTRUCTION_PAGE
self.score = 0
self.background = arcade.load_texture('images/background.png')
self.world = World(width, height)
self.player_sprite = ModelSprite('images/soilder.png',
model=self.world.player)
self.zombie_sprite = ModelSprite('images/zombie.png',
model=self.world.zombie)
self.laser_sprite = ModelSprite('images/laser1.png',
model=self.world.player.bullet)
def on_key_press(self, key, key_modifiers):
self.world.on_key_press(key, key_modifiers)
if key == arcade.key.P and self.current_state == INSTRUCTION_PAGE:
self.current_state = GAME_RUNNING
self.world.setStart()
elif key == arcade.key.R and self.current_state == GAME_END:
self.current_state = GAME_RUNNING
self.world.setStart()
elif key == arcade.key.Q and self.current_state == GAME_END:
exit()
def update(self, delta):
if self.current_state == GAME_RUNNING:
self.score = self.world.player.score
self.world.update(delta)
if self.world.gameEnd == True:
self.current_state = GAME_END
def draw_instruction_page(self):
arcade.set_background_color(arcade.color.BABY_BLUE)
output = "1 MAN STAND"
arcade.draw_text(output, 130, 400, arcade.color.WHITE, 70)
output = "Press P To Play"
arcade.draw_text(output, 310, 300, arcade.color.WHITE, 30)
def draw_game(self):
arcade.draw_texture_rectangle(SCREEN_WIDTH // 2, SCREEN_HEIGHT // 2,
SCREEN_WIDTH, SCREEN_HEIGHT,
self.background)
arcade.set_background_color(arcade.color.BABY_PINK)
output = f"Score: {self.score}"
arcade.draw_text(output, 730, 630, arcade.color.WHITE, 30)
self.player_sprite.draw()
self.zombie_sprite.draw()
self.zombie_sprite.draw()
self.laser_sprite.draw()
def draw_game_over(self):
arcade.set_background_color(arcade.color.GO_GREEN)
output = "GAME OVER"
arcade.draw_text(output, 165, 400, arcade.color.WHITE, 70)
output = f"Your score is {self.score}"
arcade.draw_text(output, 310, 300, arcade.color.WHITE, 30)
output = "Press R to restart"
arcade.draw_text(output, 205, 200, arcade.color.WHITE, 20)
output = "Press Q to quit"
arcade.draw_text(output, 515, 200, arcade.color.WHITE, 20)
def on_draw(self):
arcade.start_render()
if self.current_state == INSTRUCTION_PAGE:
self.draw_instruction_page()
elif self.current_state == GAME_RUNNING:
self.draw_game()
elif self.current_state == GAME_END:
self.draw_game_over()
from model import World import sys """ Takes in experiment and trial to generate a png of each video frame experiment = 'teleport' or '3ball' trial = trial index (remember 0 indexing) """ experiment = sys.argv[1] trial = int(sys.argv[2]) w = World() w.simulate(experiment=experiment, trial=trial, animate=True, save=True)
