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cells.py
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#!/usr/bin/env python
import configparser
import random
import sys
import time
import numpy
import pygame, pygame.locals
from agent import Agent, AgentView
from constants import *
from terrain.generator import terrain_generator
from worldview import WorldView
if not pygame.font: print('Warning, fonts disabled')
try:
import psyco
psyco.full()
except ImportError:
pass
def get_mind(name):
full_name = 'minds.' + name
__import__(full_name)
mind = sys.modules[full_name]
mind.name = name
return mind
TIMEOUT = None
config = configparser.RawConfigParser()
def get_next_move(old_x, old_y, x, y):
''' Takes the current position, old_x and old_y, and a desired future position, x and y,
and returns the position (x,y) resulting from a unit move toward the future position.'''
dx = numpy.sign(x - old_x)
dy = numpy.sign(y - old_y)
return (old_x + dx, old_y + dy)
class Game(object):
''' Represents a game between different minds. '''
def __init__(self, bounds, mind_list, symmetric, max_time, headless = False):
self.size = self.width, self.height = (bounds, bounds)
self.mind_list = mind_list
self.messages = [MessageQueue() for x in mind_list]
self.headless = headless
if not self.headless:
self.disp = Display(self.size, scale=2)
self.time = 0
self.clock = pygame.time.Clock()
self.max_time = max_time
self.tic = time.time()
self.terr = ScalarMapLayer(self.size)
self.terr.set_perlin(10, symmetric)
self.minds = [m[1].AgentMind for m in mind_list]
self.show_energy = True
self.show_agents = True
self.energy_map = ScalarMapLayer(self.size)
self.energy_map.set_streak(SCATTERED_ENERGY, symmetric)
self.plant_map = ObjectMapLayer(self.size)
self.plant_population = []
self.agent_map = ObjectMapLayer(self.size)
self.agent_population = []
self.winner = None
if symmetric:
self.n_plants = 7
else:
self.n_plants = 14
# Add some randomly placed plants to the map.
for x in range(self.n_plants):
mx = random.randrange(1, self.width - 1)
my = random.randrange(1, self.height - 1)
eff = random.randrange(PLANT_MIN_OUTPUT, PLANT_MAX_OUTPUT)
p = Plant(mx, my, eff)
self.plant_population.append(p)
if symmetric:
p = Plant(my, mx, eff)
self.plant_population.append(p)
self.plant_map.lock()
self.plant_map.insert(self.plant_population)
self.plant_map.unlock()
# Create an agent for each mind and place on map at a different plant.
self.agent_map.lock()
for idx in range(len(self.minds)):
# BUG: Number of minds could exceed number of plants?
(mx, my) = self.plant_population[idx].get_pos()
fuzzed_x = mx
fuzzed_y = my
while fuzzed_x == mx and fuzzed_y == my:
fuzzed_x = mx + random.randrange(-1, 2)
fuzzed_y = my + random.randrange(-1, 2)
self.agent_population.append(Agent(fuzzed_x, fuzzed_y, STARTING_ENERGY, idx,
self.minds[idx], None))
self.agent_map.insert(self.agent_population)
self.agent_map.unlock()
def run_plants(self):
''' Increases energy at and around (adjacent position) for each plant.
Increase in energy is equal to the eff(?) value of each the plant.'''
for p in self.plant_population:
(x, y) = p.get_pos()
for dx in (-1, 0, 1):
for dy in (-1, 0, 1):
adj_x = x + dx
adj_y = y + dy
if self.energy_map.in_range(adj_x, adj_y):
self.energy_map.change(adj_x, adj_y, p.get_eff())
def add_agent(self, a):
''' Adds an agent to the game. '''
self.agent_population.append(a)
self.agent_map.set(a.x, a.y, a)
def del_agent(self, a):
''' Kills the agent (if not already dead), removes them from the game and
drops any load they were carrying in there previously occupied position. '''
self.agent_population.remove(a)
self.agent_map.set(a.x, a.y, None)
a.alive = False
if a.loaded:
a.loaded = False
self.terr.change(a.x, a.y, 1)
def move_agent(self, a, x, y):
''' Moves agent, a, to new position (x,y) unless difference in terrain levels between
its current position and new position is greater than 4.'''
if abs(self.terr.get(x, y)-self.terr.get(a.x, a.y)) <= 4:
self.agent_map.set(a.x, a.y, None)
self.agent_map.set(x, y, a)
a.x = x
a.y = y
def collect_agent_actions(self):
agent_map_get_small_view_fast = self.agent_map.get_small_view_fast
plant_map_get_small_view_fast = self.plant_map.get_small_view_fast
energy_map = self.energy_map
terr_map = self.terr
views = ((a, WorldView(a, agent_map_get_small_view_fast(a.x, a.y), plant_map_get_small_view_fast(a.x, a.y), terr_map, energy_map)) for a in self.agent_population)
messages = self.messages
return [(a, a.act(v, messages[a.team])) for (a, v) in views]
def run_agents_core(self):
actions = self.collect_agent_actions()
# Create a list containing the action for each agent, where each agent
# determines its actions based on its view of the world and messages
# from its team.
actions_dict = dict(actions)
random.shuffle(actions)
self.agent_map.lock()
# Apply the action for each agent - in doing so agent uses up 1 energy unit.
for (agent, action) in actions:
#This is the cost of mere survival
agent.energy -= SUSTAIN_COST
if action.type == ACT_MOVE: # Changes position of agent.
act_x, act_y = action.get_data()
(new_x, new_y) = get_next_move(agent.x, agent.y,
act_x, act_y)
# Move to the new position if it is in range and it's not
#currently occupied by another agent.
if (self.agent_map.in_range(new_x, new_y) and
not self.agent_map.get(new_x, new_y)):
self.move_agent(agent, new_x, new_y)
agent.energy -= MOVE_COST
elif action.type == ACT_SPAWN: # Creates new agents and uses additional 50 energy units.
act_x, act_y = action.get_data()[:2]
(new_x, new_y) = get_next_move(agent.x, agent.y,
act_x, act_y)
if (self.agent_map.in_range(new_x, new_y) and
not self.agent_map.get(new_x, new_y) and
agent.energy >= SPAWN_TOTAL_ENERGY):
agent.energy -= SPAWN_TOTAL_ENERGY
agent.energy //= 2
a = Agent(new_x, new_y, agent.energy, agent.get_team(),
self.minds[agent.get_team()],
action.get_data()[2:])
self.add_agent(a)
elif action.type == ACT_EAT:
#Eat only as much as possible.
intake = min(self.energy_map.get(agent.x, agent.y),
ENERGY_CAP - agent.energy)
agent.energy += intake
self.energy_map.change(agent.x, agent.y, -intake)
elif action.type == ACT_RELEASE:
#Dump some energy onto an adjacent field
#No Seppuku
output = action.get_data()[2]
output = min(agent.energy - 1, output)
act_x, act_y = action.get_data()[:2]
#Use get_next_move to simplyfy things if you know
#where the energy is supposed to end up.
(out_x, out_y) = get_next_move(agent.x, agent.y,
act_x, act_y)
if (self.agent_map.in_range(out_x, out_y) and
agent.energy >= 1):
agent.energy -= output
self.energy_map.change(out_x, out_y, output)
elif action.type == ACT_ATTACK:
#Make sure agent is attacking an adjacent field.
act_x, act_y = act_data = action.get_data()
next_pos = get_next_move(agent.x, agent.y, act_x, act_y)
new_x, new_y = next_pos
victim = self.agent_map.get(act_x, act_y)
terr_delta = (self.terr.get(agent.x, agent.y)
- self.terr.get(act_x, act_y))
if (victim is not None and victim.alive and
next_pos == act_data):
#If both agents attack each other, both loose double energy
#Think twice before attacking
try:
contested = (actions_dict[victim].type == ACT_ATTACK)
except:
contested = False
agent.attack(victim, terr_delta, contested)
if contested:
victim.attack(agent, -terr_delta, True)
elif action.type == ACT_LIFT:
if not agent.loaded and self.terr.get(agent.x, agent.y) > 0:
agent.loaded = True
self.terr.change(agent.x, agent.y, -1)
elif action.type == ACT_DROP:
if agent.loaded:
agent.loaded = False
self.terr.change(agent.x, agent.y, 1)
# Kill all agents with negative energy.
team = [0 for n in self.minds]
for agent in self.agent_population:
if agent.energy < 0 and agent.alive:
self.energy_map.change(agent.x, agent.y, BODY_ENERGY)
self.del_agent(agent)
else:
team[agent.team] += 1
# Team wins (and game ends) if opposition team has 0 agents remaining.
# Draw if time exceeds time limit.
winner = 0
alive = 0
for t in team:
if t != 0:
alive += 1
else:
if alive == 0:
winner += 1
return (alive, winner)
def run_agents(self):
alive, winner = self.run_agents_core()
self.agent_map.unlock()
if alive == 1:
colors = ["red", "white", "purple", "yellow"]
print("Winner is %s (%s) in %s" % (self.mind_list[winner][1].name,
colors[winner], str(self.time)))
self.winner = winner
if alive == 0 or (self.max_time > 0 and self.time > self.max_time):
print("It's a draw!")
self.winner = -1
def tick(self):
if not self.headless:
# Space starts new game
# q or close button will quit the game
for event in pygame.event.get():
if event.type == pygame.locals.KEYUP:
if event.key == pygame.locals.K_SPACE:
self.winner = -1
elif event.key == pygame.locals.K_q:
sys.exit()
elif event.key == pygame.locals.K_e:
self.show_energy = not self.show_energy
elif event.key == pygame.locals.K_a:
self.show_agents = not self.show_agents
elif event.type == pygame.locals.MOUSEBUTTONUP:
if event.button == 1:
print(self.agent_map.get(event.pos[0]//2,
event.pos[1]//2))
elif event.type == pygame.QUIT:
sys.exit()
self.disp.update(self.terr, self.agent_population,
self.plant_population, self.agent_map,
self.plant_map, self.energy_map, self.time,
len(self.minds), self.show_energy,
self.show_agents, int(self.clock.get_fps()))
# test for spacebar pressed - if yes, restart
for event in pygame.event.get(pygame.locals.KEYUP):
if event.key == pygame.locals.K_SPACE:
self.winner = -1
if pygame.event.get(pygame.locals.QUIT):
sys.exit()
pygame.event.pump()
self.disp.flip()
self.run_agents()
self.run_plants()
for msg in self.messages:
msg.update()
self.time += 1
self.tic = time.time()
self.clock.tick()
if self.time % 100 == 0:
print('FPS: %f' % self.clock.get_fps())
class MapLayer(object):
def __init__(self, size, val=0, valtype=numpy.object_):
self.size = self.width, self.height = size
self.values = numpy.empty(size, valtype)
self.values.fill(val)
def get(self, x, y):
if y >= 0 and x >= 0:
try:
return self.values[x, y]
except IndexError:
return None
return None
def set(self, x, y, val):
self.values[x, y] = val
def in_range(self, x, y):
return (0 <= x < self.width and 0 <= y < self.height)
class ScalarMapLayer(MapLayer):
def set_random(self, range, symmetric = True):
self.values = terrain_generator().create_random(self.size, range,
symmetric)
def set_streak(self, range, symmetric = True):
self.values = terrain_generator().create_streak(self.size, range,
symmetric)
def set_simple(self, range, symmetric = True):
self.values = terrain_generator().create_simple(self.size, range,
symmetric)
def set_perlin(self, range, symmetric = True):
self.values = terrain_generator().create_perlin(self.size, range,
symmetric)
def change(self, x, y, val):
self.values[x, y] += val
class ObjectMapLayer(MapLayer):
def __init__(self, size):
MapLayer.__init__(self, size, None, numpy.object_)
self.surf = pygame.Surface(size)
self.surf.set_colorkey((0,0,0))
self.surf.fill((0,0,0))
self.pixels = None
# self.pixels = pygame.PixelArray(self.surf)
def lock(self):
self.pixels = pygame.surfarray.pixels2d(self.surf)
def unlock(self):
self.pixels = None
def get_small_view_fast(self, x, y):
unwanted = self.values[x,y]
return [z.get_view() for z in self.values[x-1:x+2, y-1:y+2].flat
if z is not None and z is not unwanted]
def get_view(self, x, y, r):
ret = []
for x_off in range(-r, r + 1):
for y_off in range(-r, r + 1):
if x_off == 0 and y_off == 0:
continue
a = self.get(x + x_off, y + y_off)
if a is not None:
ret.append(a.get_view())
return ret
def insert(self, list):
for o in list:
self.set(o.x, o.y, o)
def set(self, x, y, val):
MapLayer.set(self, x, y, val)
if val is None:
self.pixels[x][y] = 0
# self.surf.set_at((x, y), 0)
else:
self.pixels[x][y] = val.color
# self.surf.set_at((x, y), val.color)
# Use Cython accelerators if available.
# Otherwise, don't bother folks about it.
try:
import cells_helpers
import types
ObjectMapLayer.get_small_view_fast = cells_helpers.get_small_view_fast
get_next_move = cells_helpers.get_next_move
Game.collect_agent_actions = cells_helpers.collect_agent_actions
Game.run_agents_core = cells_helpers.run_agents_core
except ImportError:
pass
# Actions available to an agent on each turn.
ACT_SPAWN, ACT_MOVE, ACT_EAT, ACT_RELEASE, ACT_ATTACK, ACT_LIFT, ACT_DROP = list(range(7))
class Action(object):
'''
A class for passing an action around.
'''
def __init__(self, action_type, data=None):
self.type = action_type
self.data = data
def get_data(self):
return self.data
def get_type(self):
return self.type
class PlantView(object):
def __init__(self, p):
self.x = p.x
self.y = p.y
self.eff = p.get_eff()
def get_pos(self):
return (self.x, self.y)
def get_eff(self):
return self.eff
class Display(object):
black = (0, 0, 0)
red = (255, 0, 0)
green = (0, 255, 0)
yellow = (255, 255, 0)
def __init__(self, size, scale=2):
self.width, self.height = size
self.scale = scale
self.size = (self.width * scale, self.height * scale)
pygame.init()
self.screen = pygame.display.set_mode(self.size)
self.surface = self.screen
pygame.display.set_caption("Cells")
self.background = pygame.Surface(self.screen.get_size())
self.background = self.background.convert()
self.background.fill((150,150,150))
self.text = []
if pygame.font:
def show_text(self, text, color, topleft):
font = pygame.font.Font(None, 24)
text = font.render(text, 1, color)
textpos = text.get_rect()
textpos.topleft = topleft
self.text.append((text, textpos))
else:
def show_text(self, text, color, topleft):
pass
def update(self, terr, pop, plants, agent_map, plant_map, energy_map,
ticks, nteams, show_energy, show_agents, fps):
# Slower version:
# img = ((numpy.minimum(150, 20 * terr.values) << 16) +
# ((numpy.minimum(150, 10 * terr.values + 10.energy_map.values)) << 8))
r = 20 * terr.values
numpy.clip(r, a_min=None, a_max=150, out=r)
r <<= 16
img = r
# g = numpy.minimum(150, 10 * terr.values + 10 * energy_map.values)
if show_energy:
g = terr.values + energy_map.values
g *= 10
numpy.clip(g, a_min=None, a_max=150, out=g)
g <<= 8
img += g
img_surf = pygame.Surface((self.width, self.height))
pygame.surfarray.blit_array(img_surf, img)
if show_agents:
img_surf.blit(agent_map.surf, (0,0))
img_surf.blit(plant_map.surf, (0,0))
pygame.transform.scale(img_surf,
self.size, self.screen)
if not ticks % 60:
#todo: find out how many teams are playing
team_pop = [0] * nteams
for team in range(nteams):
team_pop[team] = sum(1 for a in pop if a.team == team)
self.text = []
drawTop = 0
for t in range(nteams):
drawTop += 20
self.show_text(str(team_pop[t]), TEAM_COLORS[t], (10, drawTop))
self.show_text(f"FPS: {fps}", (255, 255, 255), (10, drawTop + 20))
for text, textpos in self.text:
self.surface.blit(text, textpos)
def flip(self):
pygame.display.flip()
class Plant(object):
color = 0x00FF00
def __init__(self, x, y, eff):
self.x = x
self.y = y
self.eff = eff
def get_pos(self):
return (self.x, self.y)
def get_eff(self):
return self.eff
def get_view(self):
return PlantView(self)
class MessageQueue(object):
def __init__(self):
self.__inlist = []
self.__outlist = []
def update(self):
self.__outlist = self.__inlist
self.__inlist = []
def send_message(self, m):
self.__inlist.append(m)
def get_messages(self):
return self.__outlist
class Message(object):
def __init__(self, message):
self.message = message
def get_message(self):
return self.message
def main():
global bounds, symmetric, mind_list
try:
config.read('default.cfg')
bounds = config.getint('terrain', 'bounds')
symmetric = config.getboolean('terrain', 'symmetric')
minds_str = str(config.get('minds', 'minds'))
except Exception as e:
print('Got error: %s' % e)
config.add_section('minds')
config.set('minds', 'minds', 'mind1,mind2')
config.add_section('terrain')
config.set('terrain', 'bounds', '300')
config.set('terrain', 'symmetric', 'true')
with open('default.cfg', 'w') as configfile:
config.write(configfile)
config.read('default.cfg')
bounds = config.getint('terrain', 'bounds')
symmetric = config.getboolean('terrain', 'symmetric')
minds_str = str(config.get('minds', 'minds'))
mind_list = [(n, get_mind(n)) for n in minds_str.split(',')]
# accept command line arguments for the minds over those in the config
try:
if len(sys.argv)>2:
mind_list = [(n,get_mind(n)) for n in sys.argv[1:] ]
except (ImportError, IndexError):
pass
if __name__ == "__main__":
main()
while True:
game = Game(bounds, mind_list, symmetric, -1)
while game.winner is None:
game.tick()