def create_game(
self,
map_name,
bot_difficulty=sc_pb.VeryEasy,
bot_race=sc_common.Random,
bot_first=False):
"""Create a game, one remote agent vs the specified bot.
Args:
map_name: The map to use.
bot_difficulty: The difficulty of the bot to play against.
bot_race: The race for the bot.
bot_first: Whether the bot should be player 1 (else is player 2).
"""
self._reconnect()
self._controller.ping()
# Form the create game message.
map_inst = maps.get(map_name)
map_data = map_inst.data(self._run_config)
if map_name not in self._saved_maps:
self._controller.save_map(map_inst.path, map_data)
self._saved_maps.add(map_name)
create = sc_pb.RequestCreateGame(
local_map=sc_pb.LocalMap(map_path=map_inst.path, map_data=map_data),
disable_fog=False)
# Set up for one bot, one agent.
if not bot_first:
create.player_setup.add(type=sc_pb.Participant)
create.player_setup.add(
type=sc_pb.Computer, race=bot_race, difficulty=bot_difficulty)
if bot_first:
create.player_setup.add(type=sc_pb.Participant)
# Create the game.
self._controller.create_game(create)
self._disconnect()
def test_versions_create_game(self):
run_config = run_configs.get()
failures = []
for game_version in sorted(run_config.get_versions().keys()):
try:
log_center("starting create game: %s", game_version)
with run_config.start(version=game_version,
want_rgb=False) as controller:
interface = sc_pb.InterfaceOptions()
interface.raw = True
interface.score = True
interface.feature_layer.width = 24
interface.feature_layer.resolution.x = 84
interface.feature_layer.resolution.y = 84
interface.feature_layer.minimap_resolution.x = 64
interface.feature_layer.minimap_resolution.y = 64
map_inst = maps.get("Simple64")
create = sc_pb.RequestCreateGame(local_map=sc_pb.LocalMap(
map_path=map_inst.path,
map_data=map_inst.data(run_config)))
create.player_setup.add(type=sc_pb.Participant)
create.player_setup.add(type=sc_pb.Computer,
race=sc_common.Terran,
difficulty=sc_pb.VeryEasy)
join = sc_pb.RequestJoinGame(race=sc_common.Terran,
options=interface)
controller.create_game(create)
controller.join_game(join)
for _ in range(5):
controller.step(16)
controller.observe()
log_center("success: %s", game_version)
except: # pylint: disable=bare-except
logging.exception("Failed")
log_center("failure: %s", game_version)
failures.append(game_version)
self.assertEmpty(failures)
async def create_game(self, game_map, players, realtime, random_seed=None):
assert isinstance(realtime, bool)
req = sc_pb.RequestCreateGame(
local_map=sc_pb.LocalMap(map_path=str(game_map.relative_path)),
realtime=realtime)
if random_seed is not None:
req.random_seed = random_seed
for player in players:
p = req.player_setup.add()
p.type = player.type.value
if isinstance(player, Computer):
p.race = player.race.value
p.difficulty = player.difficulty.value
p.ai_build = player.ai_build.value
logger.info("Creating new game")
logger.info(f"Map: {game_map.name}")
logger.info(f"Players: {', '.join(str(p) for p in players)}")
result = await self._execute(create_game=req)
return result
def _launch(self, interface, player_setup):
agent_race, bot_race, difficulty = player_setup
# changed by mindgameSC2
if self.game_version is not None:
self._sc2_procs = [self._run_config.start(game_version=self.game_version)]
else:
self._sc2_procs = [self._run_config.start()]
self._controllers = [p.controller for p in self._sc2_procs]
# Create the game.
create = sc_pb.RequestCreateGame(local_map=sc_pb.LocalMap(
map_path=self._map.path,
map_data=self._run_config.map_data(self._map.path)))
create.player_setup.add(type=sc_pb.Participant)
create.player_setup.add(type=sc_pb.Computer, race=races[bot_race],
difficulty=difficulties[difficulty])
create.random_seed = 5
# create.disable_fog = True
self._controllers[0].create_game(create)
join = sc_pb.RequestJoinGame(race=races[agent_race], options=interface)
self._controllers[0].join_game(join)
async def create_game(self, game_map, players, realtime, random_seed=None):
assert isinstance(realtime, bool)
# hspark: start #
if type(game_map) is str:
# 기존플랫폼은 반드시 StarCraftII/Maps 폴더에 지도가 있어야 하지만,
# 문자열로 직접 경로를 입력해도 처리 할 수 있도록 수정
import os
from collections import namedtuple
gm = namedtuple('game_map', 'relative_path, name')
if game_map.endswith('.SC2Map'):
game_map = gm(os.path.abspath(game_map),
os.path.basename(game_map).split('.')[0])
else:
game_map = gm(
os.path.abspath(game_map) + '.SC2Map',
os.path.basename(game_map))
# hspark: end #
req = sc_pb.RequestCreateGame(
local_map=sc_pb.LocalMap(map_path=str(game_map.relative_path)),
realtime=realtime)
if random_seed is not None:
req.random_seed = random_seed
for player in players:
p = req.player_setup.add()
p.type = player.type.value
if isinstance(player, Computer):
p.race = player.race.value
p.difficulty = player.difficulty.value
p.ai_build = player.ai_build.value
logger.info("Creating new game")
logger.info(f"Map: {game_map.name}")
logger.info(f"Players: {', '.join(str(p) for p in players)}")
result = await self._execute(create_game=req)
return result
def _launch_sp(self, map_inst, interface):
self._sc2_procs = [self._run_config.start()]
self._controllers = [p.controller for p in self._sc2_procs]
# Create the game.
create = sc_pb.RequestCreateGame(
local_map=sc_pb.LocalMap(
map_path=map_inst.path, map_data=map_inst.data(self._run_config)),
disable_fog=self._disable_fog)
agent_race = Race.random
for p in self._players:
if isinstance(p, Agent):
create.player_setup.add(type=sc_pb.Participant)
agent_race = p.race
else:
create.player_setup.add(type=sc_pb.Computer, race=p.race,
difficulty=p.difficulty)
if self._random_seed is not None:
create.random_seed = self._random_seed
self._controllers[0].create_game(create)
join = sc_pb.RequestJoinGame(race=agent_race, options=interface)
self._controllers[0].join_game(join)
def test_observer(self):
run_config = run_configs.get()
map_inst = maps.get("Simple64")
with run_config.start(want_rgb=False) as controller:
create = sc_pb.RequestCreateGame(local_map=sc_pb.LocalMap(
map_path=map_inst.path, map_data=map_inst.data(run_config)))
create.player_setup.add(type=sc_pb.Computer,
race=sc_common.Random,
difficulty=sc_pb.VeryEasy)
create.player_setup.add(type=sc_pb.Computer,
race=sc_common.Random,
difficulty=sc_pb.VeryHard)
create.player_setup.add(type=sc_pb.Observer)
controller.create_game(create)
join = sc_pb.RequestJoinGame(
options=sc_pb.InterfaceOptions(), # cheap observations
observed_player_id=0)
controller.join_game(join)
outcome = False
for _ in range(60 * 60): # 60 minutes should be plenty.
controller.step(16)
obs = controller.observe()
if obs.player_result:
print(
"Outcome after %s steps (%0.1f game minutes):" %
(obs.observation.game_loop, obs.observation.game_loop /
(16 * 60)))
for r in obs.player_result:
print("Player %s: %s" %
(r.player_id, sc_pb.Result.Name(r.result)))
outcome = True
break
self.assertTrue(outcome)
def create_game(self, map_name):
"""Create a game for the agents to join.
Args:
map_name: The map to use.
"""
map_inst = maps.get(map_name)
map_data = map_inst.data(self._run_config)
if map_name not in self._saved_maps:
for controller in self._controllers:
controller.save_map(map_inst.path, map_data)
self._saved_maps.add(map_name)
# Form the create game message.
create = sc_pb.RequestCreateGame(
local_map=sc_pb.LocalMap(map_path=map_inst.path),
disable_fog=False)
# Set up for two agents.
for _ in range(self._num_agents):
create.player_setup.add(type=sc_pb.Participant)
# Create the game.
self._controllers[0].create_game(create)
def _launch(self):
self._run_config = run_configs.get()
self._map = maps.get(self.map_name)
# Setting up the interface
self.interface = sc_pb.InterfaceOptions(
raw = True, # raw, feature-level data
score = True)
self._sc2_proc = self._run_config.start(game_version=self.game_version, window_size=self.window_size)
self.controller = self._sc2_proc.controller
# Create the game.
create = sc_pb.RequestCreateGame(realtime = False,
random_seed = self.seed,
local_map=sc_pb.LocalMap(map_path=self._map.path, map_data=self._run_config.map_data(self._map.path)))
create.player_setup.add(type=sc_pb.Participant)
create.player_setup.add(type=sc_pb.Computer, race=races[self._bot_race],
difficulty=difficulties[self.difficulty])
self.controller.create_game(create)
join = sc_pb.RequestJoinGame(race=races[self._agent_race], options=self.interface)
self.controller.join_game(join)
def test_load_random_map(self):
"""Test loading a few random maps."""
all_maps = maps.get_maps()
run_config = run_configs.get()
with run_config.start() as controller:
# Test only a few random maps when run locally to minimize time.
count = 5
map_sample = random.sample(all_maps.items(),
min(count, len(all_maps)))
for _, map_class in sorted(map_sample):
m = map_class()
logging.info("Loading map: %s", m.name)
create = sc_pb.RequestCreateGame(local_map=sc_pb.LocalMap(
map_path=m.path, map_data=m.data(run_config)))
create.player_setup.add(type=sc_pb.Participant)
create.player_setup.add(type=sc_pb.Computer,
race=sc_pb.Random,
difficulty=sc_pb.VeryEasy)
join = sc_pb.RequestJoinGame(
race=sc_pb.Random,
options=sc_pb.InterfaceOptions(raw=True))
controller.create_game(create)
controller.join_game(join)
# Verify it has the right mods and isn't running into licensing issues.
info = controller.game_info()
logging.info("Mods for %s: %s", m.name, info.mod_names)
self.assertIn("Mods/Void.SC2Mod", info.mod_names)
self.assertIn("Mods/VoidMulti.SC2Mod", info.mod_names)
# Verify it can be played without making actions.
for _ in range(3):
controller.step()
controller.observe()
def human():
"""Run a host which expects one player to connect remotely."""
run_config = run_configs.get()
map_inst = maps.get(FLAGS.map)
if not FLAGS.rgb_screen_size or not FLAGS.rgb_minimap_size:
logging.info(
"Use --rgb_screen_size and --rgb_minimap_size if you want rgb "
"observations.")
ports = portspicker.pick_contiguous_unused_ports(4) # 2 * num_players
host_proc = run_config.start(extra_ports=ports,
host=FLAGS.host,
timeout_seconds=300,
window_loc=(50, 50))
client_proc = run_config.start(extra_ports=ports,
host=FLAGS.host,
connect=False,
window_loc=(700, 50))
create = sc_pb.RequestCreateGame(
realtime=FLAGS.realtime,
local_map=sc_pb.LocalMap(map_path=map_inst.path))
create.player_setup.add(type=sc_pb.Participant)
create.player_setup.add(type=sc_pb.Participant)
controller = host_proc.controller
controller.save_map(map_inst.path, map_inst.data(run_config))
controller.create_game(create)
print("-" * 80)
print("Join host: agent_remote --map %s --host %s --host_port %s "
"--lan_port %s" %
(FLAGS.map, FLAGS.host, client_proc.port, ports[0]))
print("-" * 80)
join = sc_pb.RequestJoinGame()
join.shared_port = 0 # unused
join.server_ports.game_port = ports.pop(0)
join.server_ports.base_port = ports.pop(0)
join.client_ports.add(game_port=ports.pop(0), base_port=ports.pop(0))
join.race = sc2_env.Race[FLAGS.user_race]
if FLAGS.render:
join.options.raw = True
join.options.score = True
if FLAGS.feature_screen_size and FLAGS.feature_minimap_size:
fl = join.options.feature_layer
fl.width = 24
FLAGS.feature_screen_size.assign_to(fl.resolution)
FLAGS.feature_minimap_size.assign_to(fl.minimap_resolution)
if FLAGS.rgb_screen_size and FLAGS.rgb_minimap_size:
FLAGS.rgb_screen_size.assign_to(join.options.render.resolution)
FLAGS.rgb_minimap_size.assign_to(
join.options.render.minimap_resolution)
controller.join_game(join)
if FLAGS.render:
renderer = renderer_human.RendererHuman(fps=FLAGS.fps,
render_feature_grid=False)
renderer.run(run_configs.get(), controller, max_episodes=1)
else: # Still step forward so the Mac/Windows renderer works.
try:
while True:
frame_start_time = time.time()
if not FLAGS.realtime:
controller.step()
obs = controller.observe()
if obs.player_result:
break
time.sleep(
max(0, frame_start_time - time.time() + 1 / FLAGS.fps))
except KeyboardInterrupt:
pass
for p in [host_proc, client_proc]:
p.close()
portspicker.return_ports(ports)
def start_game(self, show_cloaked=True, disable_fog=False, players=2):
"""Start a multiplayer game with options."""
self._disable_fog = disable_fog
run_config = run_configs.get()
self._parallel = run_parallel.RunParallel() # Needed for multiplayer.
map_inst = maps.get("Flat64")
self._map_data = map_inst.data(run_config)
self._ports = portspicker.pick_unused_ports(4) if players == 2 else []
self._sc2_procs = [
run_config.start(extra_ports=self._ports, want_rgb=False)
for _ in range(players)
]
self._controllers = [p.controller for p in self._sc2_procs]
if players == 2:
for c in self._controllers: # Serial due to a race condition on Windows.
c.save_map(map_inst.path, self._map_data)
self._interface = sc_pb.InterfaceOptions()
self._interface.raw = True
self._interface.raw_crop_to_playable_area = True
self._interface.show_cloaked = show_cloaked
self._interface.score = False
self._interface.feature_layer.width = 24
self._interface.feature_layer.resolution.x = 64
self._interface.feature_layer.resolution.y = 64
self._interface.feature_layer.minimap_resolution.x = 64
self._interface.feature_layer.minimap_resolution.y = 64
create = sc_pb.RequestCreateGame(
random_seed=1,
disable_fog=self._disable_fog,
local_map=sc_pb.LocalMap(map_path=map_inst.path))
for _ in range(players):
create.player_setup.add(type=sc_pb.Participant)
if players == 1:
create.local_map.map_data = self._map_data
create.player_setup.add(type=sc_pb.Computer,
race=sc_common.Random,
difficulty=sc_pb.VeryEasy)
join = sc_pb.RequestJoinGame(race=sc_common.Protoss,
options=self._interface)
if players == 2:
join.shared_port = 0 # unused
join.server_ports.game_port = self._ports[0]
join.server_ports.base_port = self._ports[1]
join.client_ports.add(game_port=self._ports[2],
base_port=self._ports[3])
self._controllers[0].create_game(create)
self._parallel.run((c.join_game, join) for c in self._controllers)
self._info = self._controllers[0].game_info()
self._features = features.features_from_game_info(self._info,
use_raw_units=True)
self._map_size = point.Point.build(self._info.start_raw.map_size)
print("Map size:", self._map_size)
self.in_game = True
self.step() # Get into the game properly.
def __init__(self, # pylint: disable=invalid-name
_only_use_kwargs=None,
map_name=None,
screen_size_px=(64, 64),
minimap_size_px=(64, 64),
camera_width_world_units=None,
discount=1.,
visualize=False,
agent_race=None,
bot_race=None,
difficulty=None,
step_mul=None,
save_replay_steps=0,
replay_dir=None,
game_steps_per_episode=None,
score_index=None,
score_multiplier=None):
"""Create a SC2 Env.
Args:
_only_use_kwargs: Don't pass args, only kwargs.
map_name: Name of a SC2 map. Run bin/map_list to get the full list of
known maps. Alternatively, pass a Map instance. Take a look at the
docs in maps/README.md for more information on available maps.
screen_size_px: The size of your screen output in pixels.
minimap_size_px: The size of your minimap output in pixels.
camera_width_world_units: The width of your screen in world units. If your
screen_size_px=(64, 48) and camera_width is 24, then each px
represents 24 / 64 = 0.375 world units in each of x and y. It'll then
represent a camera of size (24, 0.375 * 48) = (24, 18) world units.
discount: Returned as part of the observation.
visualize: Whether to pop up a window showing the camera and feature
layers. This won't work without access to a window manager.
agent_race: One of P,T,Z,R default random. This is the race you control.
bot_race: One of P,T,Z,R default random. This is the race controlled by
the built-in bot.
difficulty: One of 1-9,A. How strong should the bot be?
step_mul: How many game steps per agent step (action/observation). None
means use the map default.
save_replay_steps: How many game steps to wait before saving a replay.
Default of 0 means don't save replays.
replay_dir: Directory to save replays to. Required with save_replay_steps.
game_steps_per_episode: Game steps per episode, independent of the
step_mul. 0 means no limit. None means use the map default.
score_index: -1 means use the win/loss reward, >=0 is the index into the
score_cumulative with 0 being the curriculum score. None means use
the map default.
score_multiplier: How much to multiply the score by. Useful for negating.
Raises:
ValueError: if the agent_race, bot_race or difficulty are invalid.
"""
# Make the destructor happy.
self._renderer_human = None
self._controller = None
self._sc2_proc = None
if _only_use_kwargs:
raise ValueError("All arguments must be passed as keyword arguments.")
if save_replay_steps and not replay_dir:
raise ValueError("Missing replay_dir")
if agent_race and agent_race not in races:
raise ValueError("Bad agent_race args")
if bot_race and bot_race not in races:
raise ValueError("Bad bot_race args")
if difficulty and str(difficulty) not in difficulties:
raise ValueError("Bad difficulty")
self._map = maps.get(map_name)
self._discount = discount
self._step_mul = step_mul or self._map.step_mul
self._save_replay_steps = save_replay_steps
self._replay_dir = replay_dir
self._total_steps = 0
if score_index is None:
self._score_index = self._map.score_index
else:
self._score_index = score_index
if score_multiplier is None:
self._score_multiplier = self._map.score_multiplier
else:
self._score_multiplier = score_multiplier
self._last_score = None
self._episode_length = (game_steps_per_episode or
self._map.game_steps_per_episode)
self._episode_steps = 0
self._run_config = run_configs.get()
self._sc2_proc = self._run_config.start()
self._controller = self._sc2_proc.controller
screen_size_px = point.Point(*screen_size_px)
minimap_size_px = point.Point(*minimap_size_px)
interface = sc_pb.InterfaceOptions(
raw=visualize, score=True,
feature_layer=sc_pb.SpatialCameraSetup(
width=camera_width_world_units or 24))
screen_size_px.assign_to(interface.feature_layer.resolution)
minimap_size_px.assign_to(interface.feature_layer.minimap_resolution)
create = sc_pb.RequestCreateGame(local_map=sc_pb.LocalMap(
map_path=self._map.path, map_data=self._map.data(self._run_config)))
create.player_setup.add(type=sc_pb.Participant)
create.player_setup.add(type=sc_pb.Computer,
race=races[bot_race or "R"],
difficulty=difficulties[difficulty or "1"])
join = sc_pb.RequestJoinGame(race=races[agent_race or "R"],
options=interface)
self._controller.create_game(create)
self._controller.join_game(join)
game_info = self._controller.game_info()
static_data = self._controller.data()
self._features = features.Features(game_info)
if visualize:
self._renderer_human = renderer_human.RendererHuman()
self._renderer_human.init(game_info, static_data)
self._episode_count = 0
self._obs = None
self._state = environment.StepType.LAST # Want to jump to `reset`.
logging.info("Environment is ready.")
def server():
"""Run a host which expects one player to connect remotely."""
run_config = run_configs.get()
map_inst = maps.get(FLAGS.map)
if not FLAGS.rgb_screen_size or not FLAGS.rgb_minimap_size:
logging.info(
"Use --rgb_screen_size and --rgb_minimap_size if you want rgb "
"observations.")
ports = [FLAGS.port0, FLAGS.port1, FLAGS.port2, FLAGS.port3, FLAGS.port4]
if not all(portpicker.is_port_free(p) for p in ports):
sys.exit("Need 5 free ports after the config port.")
proc = None
tcp_conn = None
try:
proc = run_config.start(extra_ports=ports[1:],
timeout_seconds=300,
host=FLAGS.host,
window_loc=(50, 50))
tcp_port = ports[0]
settings = {
"remote": False,
"game_version": proc.version.game_version,
"realtime": FLAGS.realtime,
"map_name": map_inst.name,
"map_path": map_inst.path,
"map_data": map_inst.data(run_config),
"ports": {
"server": {
"game": ports[1],
"base": ports[2]
},
"client": {
"game": ports[3],
"base": ports[4]
},
}
}
create = sc_pb.RequestCreateGame(
realtime=settings["realtime"],
local_map=sc_pb.LocalMap(map_path=settings["map_path"]),
disable_fog=FLAGS.disable_fog)
create.player_setup.add(type=sc_pb.Participant)
create.player_setup.add(type=sc_pb.Participant)
controller = proc.controller
controller.save_map(settings["map_path"], settings["map_data"])
controller.create_game(create)
print("-" * 80)
print("Join: agent_vs_agent --host %s --config_port %s" %
(proc.host, tcp_port))
print("-" * 80)
tcp_conn = lan_sc2_env.tcp_server(
lan_sc2_env.Addr(proc.host, tcp_port), settings)
join = sc_pb.RequestJoinGame()
join.shared_port = 0 # unused
join.server_ports.game_port = settings["ports"]["server"]["game"]
join.server_ports.base_port = settings["ports"]["server"]["base"]
join.client_ports.add(game_port=settings["ports"]["client"]["game"],
base_port=settings["ports"]["client"]["base"])
join.race = sc2_env.Race[FLAGS.agent_race]
join.options.raw = True
join.options.score = True
if FLAGS.feature_screen_size and FLAGS.feature_minimap_size:
fl = join.options.feature_layer
fl.width = 24
FLAGS.feature_screen_size.assign_to(fl.resolution)
FLAGS.feature_minimap_size.assign_to(fl.minimap_resolution)
if FLAGS.rgb_screen_size and FLAGS.rgb_minimap_size:
FLAGS.rgb_screen_size.assign_to(join.options.render.resolution)
FLAGS.rgb_minimap_size.assign_to(
join.options.render.minimap_resolution)
controller.join_game(join)
with lan_server_sc2_env.LanServerSC2Env(
race=sc2_env.Race[FLAGS.agent_race],
step_mul=FLAGS.step_mul,
agent_interface_format=sc2_env.parse_agent_interface_format(
feature_screen=FLAGS.feature_screen_size,
feature_minimap=FLAGS.feature_minimap_size,
rgb_screen=FLAGS.rgb_screen_size,
rgb_minimap=FLAGS.rgb_minimap_size,
action_space=FLAGS.action_space,
use_feature_units=FLAGS.use_feature_units),
visualize=False,
controller=controller,
map_name=FLAGS.map) as env:
agent_module, agent_name = FLAGS.agent.rsplit(".", 1)
agent_cls = getattr(importlib.import_module(agent_module),
agent_name)
agent_kwargs = {}
if FLAGS.agent_config:
agent_kwargs['config_path'] = FLAGS.agent_config
agents = [agent_cls(**agent_kwargs)]
try:
run_loop(agents, env, FLAGS.max_steps)
except lan_server_sc2_env.RestartException:
pass
if FLAGS.save_replay:
env.save_replay(agent_cls.__name__)
finally:
if tcp_conn:
tcp_conn.close()
if proc:
proc.close()
def test_render(self):
interface = sc_pb.InterfaceOptions()
interface.raw = True
interface.score = True
interface.feature_layer.width = 24
interface.feature_layer.resolution.x = 84
interface.feature_layer.resolution.y = 84
interface.feature_layer.minimap_resolution.x = 64
interface.feature_layer.minimap_resolution.y = 64
interface.feature_layer.crop_to_playable_area = True
interface.feature_layer.allow_cheating_layers = True
interface.render.resolution.x = 256
interface.render.resolution.y = 256
interface.render.minimap_resolution.x = 128
interface.render.minimap_resolution.y = 128
def or_zeros(layer, size):
if layer is not None:
return layer.astype(np.int32, copy=False)
else:
return np.zeros((size.y, size.x), dtype=np.int32)
run_config = run_configs.get()
with run_config.start() as controller:
map_inst = maps.get("Simple64")
create = sc_pb.RequestCreateGame(
realtime=False,
disable_fog=False,
local_map=sc_pb.LocalMap(map_path=map_inst.path,
map_data=map_inst.data(run_config)))
create.player_setup.add(type=sc_pb.Participant)
create.player_setup.add(type=sc_pb.Computer,
race=sc_common.Random,
difficulty=sc_pb.VeryEasy)
join = sc_pb.RequestJoinGame(race=sc_common.Random,
options=interface)
controller.create_game(create)
controller.join_game(join)
game_info = controller.game_info()
self.assertEqual(interface.raw, game_info.options.raw)
self.assertEqual(interface.feature_layer,
game_info.options.feature_layer)
# Can fail if rendering is disabled.
self.assertEqual(interface.render, game_info.options.render)
for _ in range(50):
controller.step(8)
observation = controller.observe()
obs = observation.observation
rgb_screen = features.Feature.unpack_rgb_image(
obs.render_data.map)
rgb_minimap = features.Feature.unpack_rgb_image(
obs.render_data.minimap)
fl_screen = np.stack([
or_zeros(f.unpack(obs), interface.feature_layer.resolution)
for f in features.SCREEN_FEATURES
])
fl_minimap = np.stack([
or_zeros(f.unpack(obs),
interface.feature_layer.minimap_resolution)
for f in features.MINIMAP_FEATURES
])
# Right shapes.
self.assertEqual(rgb_screen.shape, (256, 256, 3))
self.assertEqual(rgb_minimap.shape, (128, 128, 3))
self.assertEqual(fl_screen.shape,
(len(features.SCREEN_FEATURES), 84, 84))
self.assertEqual(fl_minimap.shape,
(len(features.MINIMAP_FEATURES), 64, 64))
# Not all black.
self.assertTrue(rgb_screen.any())
self.assertTrue(rgb_minimap.any())
self.assertTrue(fl_screen.any())
self.assertTrue(fl_minimap.any())
if observation.player_result:
break
def _create_join(self):
"""Create the game, and join it."""
map_inst = random.choice(self._maps)
self._map_name = map_inst.name
self._step_mul = max(1, self._default_step_mul or map_inst.step_mul)
self._score_index = get_default(self._default_score_index,
map_inst.score_index)
self._score_multiplier = get_default(self._default_score_multiplier,
map_inst.score_multiplier)
self._episode_length = get_default(self._default_episode_length,
map_inst.game_steps_per_episode)
if self._episode_length <= 0 or self._episode_length > MAX_STEP_COUNT:
self._episode_length = MAX_STEP_COUNT
# Create the game. Set the first instance as the host.
create = sc_pb.RequestCreateGame(disable_fog=self._disable_fog,
realtime=self._realtime)
if self._battle_net_map:
create.battlenet_map_name = map_inst.battle_net
else:
create.local_map.map_path = map_inst.path
map_data = map_inst.data(self._run_config)
if self._num_agents == 1:
create.local_map.map_data = map_data
else:
# Save the maps so they can access it. Don't do it in parallel since SC2
# doesn't respect tmpdir on windows, which leads to a race condition:
# https://github.com/Blizzard/s2client-proto/issues/102
for c in self._controllers:
c.save_map(map_inst.path, map_data)
if self._random_seed is not None:
create.random_seed = self._random_seed
for p in self._players:
if isinstance(p, Agent):
create.player_setup.add(type=sc_pb.Participant)
else:
create.player_setup.add(type=sc_pb.Computer,
race=random.choice(p.race),
difficulty=p.difficulty,
ai_build=random.choice(p.build))
self._controllers[0].create_game(create)
# Create the join requests.
agent_players = [p for p in self._players if isinstance(p, Agent)]
sanitized_names = crop_and_deduplicate_names(p.name
for p in agent_players)
join_reqs = []
for p, name, interface in zip(agent_players, sanitized_names,
self._interface_options):
join = sc_pb.RequestJoinGame(options=interface)
join.race = random.choice(p.race)
join.player_name = name
if self._ports:
join.shared_port = 0 # unused
join.server_ports.game_port = self._ports[0]
join.server_ports.base_port = self._ports[1]
for i in range(self._num_agents - 1):
join.client_ports.add(game_port=self._ports[i * 2 + 2],
base_port=self._ports[i * 2 + 3])
join_reqs.append(join)
# Join the game. This must be run in parallel because Join is a blocking
# call to the game that waits until all clients have joined.
self._parallel.run((c.join_game, join)
for c, join in zip(self._controllers, join_reqs))
self._game_info = self._parallel.run(c.game_info
for c in self._controllers)
for g, interface in zip(self._game_info, self._interface_options):
if g.options.render != interface.render:
logging.warning(
"Actual interface options don't match requested options:\n"
"Requested:\n%s\n\nActual:\n%s", interface, g.options)
self._features = [
features.features_from_game_info(game_info=g,
agent_interface_format=aif,
map_name=self._map_name)
for g, aif in zip(self._game_info, self._interface_formats)
]
def main(unused_argv):
interface = sc_pb.InterfaceOptions()
interface.raw = True
interface.score = True
interface.feature_layer.width = 24
interface.feature_layer.resolution.x = 84
interface.feature_layer.resolution.y = 84
interface.feature_layer.minimap_resolution.x = 64
interface.feature_layer.minimap_resolution.y = 64
timeline = []
start = time.time()
run_config = run_configs.get()
proc = run_config.start(want_rgb=interface.HasField("render"))
process = psutil.Process(proc.pid)
episode = 0
def add(s):
cpu = process.cpu_times().user
mem = process.memory_info().rss / 2**20 # In Mb
step = Timestep(episode, time.time() - start, cpu, mem, s)
print(step)
timeline.append(step)
if mem > FLAGS.mem_limit:
raise MemoryException("%s Mb mem limit exceeded" % FLAGS.mem_limit)
try:
add("Started process")
controller = proc.controller
map_inst = maps.get("Simple64")
create = sc_pb.RequestCreateGame(
realtime=False,
disable_fog=False,
random_seed=1,
local_map=sc_pb.LocalMap(map_path=map_inst.path,
map_data=map_inst.data(run_config)))
create.player_setup.add(type=sc_pb.Participant)
create.player_setup.add(type=sc_pb.Computer,
race=sc_common.Protoss,
difficulty=sc_pb.CheatInsane)
join = sc_pb.RequestJoinGame(race=sc_common.Protoss, options=interface)
controller.create_game(create)
add("Created game")
controller.join_game(join)
episode += 1
add("Joined game")
for _ in range(FLAGS.episodes):
for i in range(2000):
controller.step(16)
obs = controller.observe()
if obs.player_result:
add("Lost on step %s" % i)
break
if i > 0 and i % 100 == 0:
add("Step %s" % i)
controller.restart()
episode += 1
add("Restarted")
add("Done")
except KeyboardInterrupt:
pass
except (MemoryException, protocol.ConnectionError) as e:
print(e)
finally:
proc.close()
print("Timeline:")
for t in timeline:
print(t)
def _launch(self):
"""Launch the StarCraft II game."""
self._run_config = run_configs.get()
_map = maps.get(self.map_name)
# Setting up the interface
interface_options = sc_pb.InterfaceOptions(raw=True, score=False)
self._sc2_proc = self._run_config.start(game_version=self.game_version,
window_size=self.window_size)
self._controller = self._sc2_proc.controller
# HSPARK: 수정 시작
try:
# self._run_config.data_dir = 'C:/Program Files (x86)/StarCraft II'
self._run_config.map_data(_map.path)
except FileNotFoundError:
import os
from pathlib import Path
self._run_config.data_dir = Path(
os.getcwd()) / 'smac' / 'env' / 'starcraft2'
# HSPARK: 수정 종료
# Request to create the game
create = sc_pb.RequestCreateGame(local_map=sc_pb.LocalMap(
map_path=_map.path, map_data=self._run_config.map_data(_map.path)),
realtime=False,
random_seed=self._seed)
create.player_setup.add(type=sc_pb.Participant)
create.player_setup.add(type=sc_pb.Computer,
race=races[self._bot_race],
difficulty=difficulties[self.difficulty])
self._controller.create_game(create)
join = sc_pb.RequestJoinGame(race=races[self._agent_race],
options=interface_options)
self._controller.join_game(join)
game_info = self._controller.game_info()
map_info = game_info.start_raw
map_play_area_min = map_info.playable_area.p0
map_play_area_max = map_info.playable_area.p1
self.max_distance_x = map_play_area_max.x - map_play_area_min.x
self.max_distance_y = map_play_area_max.y - map_play_area_min.y
self.map_x = map_info.map_size.x
self.map_y = map_info.map_size.y
# HSPARK: 수정시작
# self.terrain_height = np.flip(
# np.transpose(np.array(list(map_info.terrain_height.data))
# .reshape(self.map_x, self.map_y)), 1) / 255
# self.pathing_grid = np.flip(
# np.transpose(np.array(list(map_info.pathing_grid.data))
# .reshape(self.map_x, self.map_y)), 1) / 255
self.terrain_height = np.flip(
np.transpose(
np.frombuffer(
map_info.terrain_height.data, dtype=np.uint8).reshape(
self.map_x, self.map_y)), 1) / 255
self.pathing_grid = np.flip(
np.transpose(
np.unpackbits( # 8비트 uint 형을 비트 단위로 풀어냄 1 bit --> 1 byte
np.frombuffer(map_info.pathing_grid.data,
dtype=np.uint8)).reshape(
self.map_x, self.map_y)),
1)
self.pathing_grid = 1 - self.pathing_grid
def run(config, agentCallBack, lobbyTimeout=c.DEFAULT_TIMEOUT, debug=False):
"""PURPOSE: start a starcraft2 process using the defined the config parameters"""
FLAGS(sys.argv) # ignore pysc2 command-line handling (eww)
log = protocol.logging.logging
log.disable(log.CRITICAL) # disable pysc2 logging
thisPlayer = config.whoAmI()
createReq = sc_pb.RequestCreateGame( # used to advance to "Init Game" state, when hosting
realtime=config.realtime,
disable_fog=config.fogDisabled,
random_seed=int(now(
)), # a game is created using the current second timestamp as the seed
local_map=sc_pb.LocalMap(map_path=config.mapLocalPath,
map_data=config.mapData))
for player in config.players:
reqPlayer = createReq.player_setup.add(
) # add new player; get link to settings
playerObj = PlayerPreGame(player)
if playerObj.isComputer:
reqPlayer.difficulty = playerObj.difficulty.gameValue()
reqPlayer.type = t.PlayerControls(playerObj.control).gameValue()
reqPlayer.race = playerObj.selectedRace.gameValue()
interface = sc_pb.InterfaceOptions()
raw, score, feature, rendered = config.interfaces
interface.raw = raw # whether raw data is reported in observations
interface.score = score # whether score data is reported in observations
interface.feature_layer.width = 24
#interface.feature_layer.resolution =
#interface.feature_layer.minimap_resolution =
joinReq = sc_pb.RequestJoinGame(
options=interface) # SC2APIProtocol.RequestJoinGame
joinReq.race = thisPlayer.selectedRace.gameValue(
) # update joinGame request as necessary
# TODO -- allow host player to be an observer, not just a player w/ race
gameP, baseP, sharedP = config.ports
if config.isMultiplayer:
joinReq.server_ports.game_port = gameP
joinReq.server_ports.base_port = baseP
joinReq.shared_port = sharedP
for slaveGP, slaveBP in config.slavePorts:
joinReq.client_ports.add(game_port=slaveGP, base_port=slaveBP)
if debug:
print("Starcraft2 game process is launching (fullscreen=%s)." %
(config.fullscreen))
controller = None # the object that manages the application process
finalResult = rh.playerSurrendered(
config
) # default to this player losing if somehow a result wasn't acquired normally
replayData = "" # complete raw replay data for the match
with config.launchApp(fullScreen=config.fullscreen) as controller:
try:
getGameState = controller.observe # function that observes what's changed since the prior gameloop(s)
if debug:
print("Starcraft2 application is live. (%s)" %
(controller.status)) # status: launched
controller.create_game(createReq)
if debug:
print(
"Starcraft2 is waiting for %d player(s) to join. (%s)" %
(config.numAgents, controller.status)) # status: init_game
playerID = controller.join_game(
joinReq).player_id # SC2APIProtocol.RequestJoinGame
config.updateID(playerID)
print("[HOSTGAME] joined match as %s" % (thisPlayer))
startWaitTime = now()
knownPlayers = []
numExpectedPlayers = config.numGameClients # + len(bots) : bots don't need to join; they're run by the host process automatically
while len(knownPlayers) < numExpectedPlayers:
elapsed = now() - startWaitTime
if elapsed > lobbyTimeout: # wait for additional players to join
raise c.TimeoutExceeded("timed out after waiting for players to "\
"join for waiting %.1f > %s seconds!"%(elapsed, lobbyTimeout))
ginfo = controller.game_info(
) # SC2APIProtocol.ResponseGameInfo object
# map_name
# mod_names
# local_map_path
# player_info
# start_raw
# options
numCurrentPlayers = len(ginfo.player_info)
if numCurrentPlayers == len(knownPlayers):
continue # no new players
for pInfo in ginfo.player_info: # parse ResponseGameInfo.player_info to validate player information (SC2APIProtocol.PlayerInfo) against the specified configuration
pID = pInfo.player_id
if pID in knownPlayers:
continue # player joined previously
knownPlayers.append(pID)
pTyp = t.PlayerControls(pInfo.type)
rReq = t.SelectRaces(pInfo.race_requested)
if pID == thisPlayer.playerID: continue # already updated
for p in config.players: # ensure joined player is identified appropriately
if p.playerID:
continue # ignore players with an already-set playerID
if p.type == pTyp and p.selectedRace == rReq: # matched player
config.updateID(pID, p)
print("[HOSTGAME] %s joined the match." % (p))
pID = 0 # declare that the player has been identified
break
if pID:
raise c.UknownPlayer("could not match %s %s %s to any "
"existing player of %s" %
(pID, pTyp, rReq, config.players))
if debug:
print("all %d player(s) found; game has " # status: init_game
"started! (%s)" %
(numExpectedPlayers, controller.status))
config.save() # "publish" the configuration file for other procs
try:
agentCallBack(
config.name
) # send the configuration to the controlling agent's pipeline
except Exception as e:
print("ERROR: agent %s crashed during init: %s (%s)" %
(thisPlayer.initCmd, e, type(e)))
return (rh.playerCrashed(config), ""
) # no replay information to get
startWaitTime = now()
while True: # wait for game to end while players/bots do their thing
obs = getGameState()
result = obs.player_result
if result: # match end condition was supplied by the host
finalResult = rh.idPlayerResults(config, result)
break
try:
agentCallBack(obs) # do developer's creative stuff
except Exception as e:
print(
"%s ERROR: agent callback %s of %s crashed during game: %s"
% (type(e), agentCallBack, thisPlayer.initCmd, e))
finalResult = rh.playerCrashed(config)
break
newNow = now(
) # periodicially acquire the game's replay data (in case of abnormal termination)
if newNow - startWaitTime > c.REPLAY_SAVE_FREQUENCY:
replayData = controller.save_replay()
startWaitTime = newNow
replayData = controller.save_replay(
) # one final attempt to get the complete replay data
#controller.leave() # the connection to the server process is (cleanly) severed
except (protocol.ConnectionError, protocol.ProtocolError,
remote_controller.RequestError) as e:
if "Status.in_game" in str(
e
): # state was previously in game and then exited that state
finalResult = rh.playerSurrendered(
config) # rage quit is losing
else:
finalResult = rh.playerDisconnected(config)
print(
"%s Connection to game host has ended, even intentionally by agent. Message:%s%s"
% (type(e), os.linesep, e))
except KeyboardInterrupt:
if debug:
print(
"caught command to forcibly shutdown Starcraft2 host process."
)
finalResult = rh.playerSurrendered(config)
finally:
if replayData: # ensure replay data can be transmitted over http
replayData = base64.encodestring(
replayData).decode() # convert raw bytes into str
controller.quit() # force the sc2 application to close
return (finalResult, replayData)
def main(unused_argv):
interface = sc_pb.InterfaceOptions()
interface.raw = True
interface.score = True
interface.feature_layer.width = 24
interface.feature_layer.resolution.x = 84
interface.feature_layer.resolution.y = 84
interface.feature_layer.minimap_resolution.x = 64
interface.feature_layer.minimap_resolution.y = 64
timeline = []
start = time.time()
run_config = run_configs.get()
proc = run_config.start()
process = psutil.Process(proc.pid)
def add(s):
cpu = process.cpu_times().user
mem = process.memory_info().rss / 2 ** 20 # In Mb
timeline.append((time.time() - start, cpu, mem, s))
if mem > 2000:
raise Exception("2gb mem limit exceeded")
try:
add("Started")
controller = proc.controller
map_inst = maps.get("Simple64")
create = sc_pb.RequestCreateGame(
realtime=False, disable_fog=False,
local_map=sc_pb.LocalMap(map_path=map_inst.path,
map_data=map_inst.data(run_config)))
create.player_setup.add(type=sc_pb.Participant)
create.player_setup.add(type=sc_pb.Computer, race=sc_common.Random,
difficulty=sc_pb.CheatInsane)
join = sc_pb.RequestJoinGame(race=sc_common.Random, options=interface)
controller.create_game(create)
add("Created")
controller.join_game(join)
add("Joined")
for _ in range(30):
for i in range(2000):
controller.step(16)
obs = controller.observe()
if obs.player_result:
add("Lost")
break
if i % 100 == 0:
add(i)
controller.restart()
add("Restarted")
add("Done")
except KeyboardInterrupt:
pass
finally:
proc.close()
print("Timeline:")
for t in timeline:
print("[%7.3f] cpu: %5.1f s, mem: %4d M; %s" % t)
def test_observe_players(self):
players = 2 # Can be 1.
run_config = run_configs.get()
parallel = run_parallel.RunParallel()
map_inst = maps.get("Simple64")
screen_size_px = point.Point(64, 64)
minimap_size_px = point.Point(32, 32)
interface = sc_pb.InterfaceOptions(raw=True, score=True)
screen_size_px.assign_to(interface.feature_layer.resolution)
minimap_size_px.assign_to(interface.feature_layer.minimap_resolution)
# Reserve a whole bunch of ports for the weird multiplayer implementation.
ports = portspicker.pick_unused_ports((players + 2) * 2)
logging.info("Valid Ports: %s", ports)
# Actually launch the game processes.
print_stage("start")
sc2_procs = [run_config.start(extra_ports=ports, want_rgb=False)
for _ in range(players + 1)]
controllers = [p.controller for p in sc2_procs]
try:
# Save the maps so they can access it.
map_path = os.path.basename(map_inst.path)
print_stage("save_map")
parallel.run((c.save_map, map_path, map_inst.data(run_config))
for c in controllers)
# Create the create request.
create = sc_pb.RequestCreateGame(
local_map=sc_pb.LocalMap(map_path=map_path))
create.player_setup.add(type=sc_pb.Participant)
if players == 1:
create.player_setup.add(type=sc_pb.Computer, race=sc_common.Random,
difficulty=sc_pb.VeryEasy)
else:
create.player_setup.add(type=sc_pb.Participant)
create.player_setup.add(type=sc_pb.Observer)
# Create the join request.
joins = []
portIdx = 2
for i in range(players + 1):
join = sc_pb.RequestJoinGame(options=interface)
if i < players:
join.race = sc_common.Random
else:
join.observed_player_id = 0
join.host_ip = sc2_procs[0].host
join.shared_port = 0 # unused
join.server_ports.game_port = ports[0]
join.server_ports.base_port = ports[1]
join.client_ports.add(game_port=ports[portIdx], base_port=ports[portIdx + 1])
portIdx = portIdx + 2
joins.append(join)
# Create and Join
print_stage("create")
controllers[0].create_game(create)
print_stage("join")
parallel.run((c.join_game, join) for c, join in zip(controllers, joins))
print_stage("run")
for game_loop in range(1, 10): # steps per episode
# Step the game
parallel.run((c.step, 16) for c in controllers)
# Observe
obs = parallel.run(c.observe for c in controllers)
for p_id, o in enumerate(obs):
self.assertEqual(o.observation.game_loop, game_loop * 16)
if p_id == players: # ie the observer
self.assertEqual(o.observation.player_common.player_id, 0)
else:
self.assertEqual(o.observation.player_common.player_id, p_id + 1)
# Act
actions = [sc_pb.Action() for _ in range(players)]
for action in actions:
pt = (point.Point.unit_rand() * minimap_size_px).floor()
pt.assign_to(action.action_feature_layer.camera_move.center_minimap)
parallel.run((c.act, a) for c, a in zip(controllers[:players], actions))
# Done this game.
print_stage("leave")
parallel.run(c.leave for c in controllers)
finally:
print_stage("quit")
# Done, shut down. Don't depend on parallel since it might be broken.
for c in controllers:
c.quit()
for p in sc2_procs:
p.close()
portspicker.return_ports(ports)
def main(unused_argv):
"""Run SC2 to play a game or a replay."""
if FLAGS.trace:
stopwatch.sw.trace()
elif FLAGS.profile:
stopwatch.sw.enable()
if (FLAGS.map and FLAGS.replay) or (not FLAGS.map and not FLAGS.replay):
sys.exit("Must supply either a map or replay.")
if FLAGS.replay and not FLAGS.replay.lower().endswith("sc2replay"):
sys.exit("Replay must end in .SC2Replay.")
if FLAGS.realtime and FLAGS.replay:
# TODO(tewalds): Support realtime in replays once the game supports it.
sys.exit("realtime isn't possible for replays yet.")
if FLAGS.render and (FLAGS.realtime or FLAGS.full_screen):
sys.exit("disable pygame rendering if you want realtime or full_screen.")
if platform.system() == "Linux" and (FLAGS.realtime or FLAGS.full_screen):
sys.exit("realtime and full_screen only make sense on Windows/MacOS.")
if not FLAGS.render and FLAGS.render_sync:
sys.exit("render_sync only makes sense with pygame rendering on.")
run_config = run_configs.get()
interface = sc_pb.InterfaceOptions()
interface.raw = FLAGS.render
interface.raw_affects_selection = True
interface.raw_crop_to_playable_area = True
interface.score = True
interface.show_cloaked = True
interface.show_burrowed_shadows = True
interface.show_placeholders = True
if FLAGS.feature_screen_size and FLAGS.feature_minimap_size:
interface.feature_layer.width = FLAGS.feature_camera_width
FLAGS.feature_screen_size.assign_to(interface.feature_layer.resolution)
FLAGS.feature_minimap_size.assign_to(
interface.feature_layer.minimap_resolution)
interface.feature_layer.crop_to_playable_area = True
interface.feature_layer.allow_cheating_layers = True
if FLAGS.render and FLAGS.rgb_screen_size and FLAGS.rgb_minimap_size:
FLAGS.rgb_screen_size.assign_to(interface.render.resolution)
FLAGS.rgb_minimap_size.assign_to(interface.render.minimap_resolution)
max_episode_steps = FLAGS.max_episode_steps
if FLAGS.map:
create = sc_pb.RequestCreateGame(
realtime=FLAGS.realtime,
disable_fog=FLAGS.disable_fog)
try:
map_inst = maps.get(FLAGS.map)
except maps.lib.NoMapError:
if FLAGS.battle_net_map:
create.battlenet_map_name = FLAGS.map
else:
raise
else:
if map_inst.game_steps_per_episode:
max_episode_steps = map_inst.game_steps_per_episode
if FLAGS.battle_net_map:
create.battlenet_map_name = map_inst.battle_net
else:
create.local_map.map_path = map_inst.path
create.local_map.map_data = map_inst.data(run_config)
create.player_setup.add(type=sc_pb.Participant)
create.player_setup.add(type=sc_pb.Computer,
race=sc2_env.Race[FLAGS.bot_race],
difficulty=sc2_env.Difficulty[FLAGS.difficulty],
ai_build=sc2_env.BotBuild[FLAGS.bot_build])
join = sc_pb.RequestJoinGame(
options=interface, race=sc2_env.Race[FLAGS.user_race],
player_name=FLAGS.user_name)
version = None
else:
replay_data = run_config.replay_data(FLAGS.replay)
start_replay = sc_pb.RequestStartReplay(
replay_data=replay_data,
options=interface,
disable_fog=FLAGS.disable_fog,
observed_player_id=FLAGS.observed_player)
version = replay.get_replay_version(replay_data)
run_config = run_configs.get(version=version) # Replace the run config.
with run_config.start(
full_screen=FLAGS.full_screen,
window_size=FLAGS.window_size,
want_rgb=interface.HasField("render")) as controller:
if FLAGS.map:
controller.create_game(create)
controller.join_game(join)
else:
info = controller.replay_info(replay_data)
print(" Replay info ".center(60, "-"))
print(info)
print("-" * 60)
map_path = FLAGS.map_path or info.local_map_path
if map_path:
start_replay.map_data = run_config.map_data(map_path,
len(info.player_info))
controller.start_replay(start_replay)
if FLAGS.render:
renderer = renderer_human.RendererHuman(
fps=FLAGS.fps, step_mul=FLAGS.step_mul,
render_sync=FLAGS.render_sync, video=FLAGS.video)
renderer.run(
run_config, controller, max_game_steps=FLAGS.max_game_steps,
game_steps_per_episode=max_episode_steps,
save_replay=FLAGS.save_replay)
else: # Still step forward so the Mac/Windows renderer works.
try:
while True:
frame_start_time = time.time()
if not FLAGS.realtime:
controller.step(FLAGS.step_mul)
obs = controller.observe()
if obs.player_result:
break
time.sleep(max(0, frame_start_time + 1 / FLAGS.fps - time.time()))
except KeyboardInterrupt:
pass
print("Score: ", obs.observation.score.score)
print("Result: ", obs.player_result)
if FLAGS.map and FLAGS.save_replay:
replay_save_loc = run_config.save_replay(
controller.save_replay(), "local", FLAGS.map)
print("Replay saved to:", replay_save_loc)
# Save scores so we know how the human player did.
with open(replay_save_loc.replace("SC2Replay", "txt"), "w") as f:
f.write("{}\n".format(obs.observation.score.score))
if FLAGS.profile:
print(stopwatch.sw)
def main(unused_argv):
"""Run SC2 to play a game or a replay."""
stopwatch.sw.enabled = FLAGS.profile or FLAGS.trace
stopwatch.sw.trace = FLAGS.trace
if (FLAGS.map and FLAGS.replay) or (not FLAGS.map and not FLAGS.replay):
sys.exit("Must supply either a map or replay.")
if FLAGS.replay and not FLAGS.replay.lower().endswith("sc2replay"):
sys.exit("Replay must end in .SC2Replay.")
if FLAGS.realtime and FLAGS.replay:
# TODO(tewalds): Support realtime in replays once the game supports it.
sys.exit("realtime isn't possible for replays yet.")
if FLAGS.render and (FLAGS.realtime or FLAGS.full_screen):
sys.exit("disable pygame rendering if you want realtime or full_screen.")
if platform.system() == "Linux" and (FLAGS.realtime or FLAGS.full_screen):
sys.exit("realtime and full_screen only make sense on Windows/MacOS.")
if not FLAGS.render and FLAGS.render_sync:
sys.exit("render_sync only makes sense with pygame rendering on.")
run_config = run_configs.get()
interface = sc_pb.InterfaceOptions()
interface.raw = FLAGS.render
interface.score = True
interface.feature_layer.width = 24
interface.feature_layer.resolution.x = FLAGS.screen_resolution
interface.feature_layer.resolution.y = FLAGS.screen_resolution
interface.feature_layer.minimap_resolution.x = FLAGS.minimap_resolution
interface.feature_layer.minimap_resolution.y = FLAGS.minimap_resolution
max_episode_steps = FLAGS.max_episode_steps
if FLAGS.map:
map_inst = maps.get(FLAGS.map)
if map_inst.game_steps_per_episode:
max_episode_steps = map_inst.game_steps_per_episode
create = sc_pb.RequestCreateGame(
realtime=FLAGS.realtime,
disable_fog=FLAGS.disable_fog,
local_map=sc_pb.LocalMap(map_path=map_inst.path,
map_data=map_inst.data(run_config)))
create.player_setup.add(type=sc_pb.Participant)
create.player_setup.add(type=sc_pb.Computer,
race=sc2_env.races[FLAGS.bot_race],
difficulty=sc2_env.difficulties[FLAGS.difficulty])
join = sc_pb.RequestJoinGame(race=sc2_env.races[FLAGS.user_race],
options=interface)
game_version = None
else:
replay_data = run_config.replay_data(FLAGS.replay)
start_replay = sc_pb.RequestStartReplay(
replay_data=replay_data,
options=interface,
disable_fog=FLAGS.disable_fog,
observed_player_id=FLAGS.observed_player)
game_version = get_game_version(replay_data)
with run_config.start(game_version=game_version,
full_screen=FLAGS.full_screen) as controller:
if FLAGS.map:
controller.create_game(create)
controller.join_game(join)
else:
info = controller.replay_info(replay_data)
print(" Replay info ".center(60, "-"))
print(info)
print("-" * 60)
map_path = FLAGS.map_path or info.local_map_path
if map_path:
start_replay.map_data = run_config.map_data(map_path)
controller.start_replay(start_replay)
if FLAGS.render:
renderer = renderer_human.RendererHuman(
fps=FLAGS.fps, step_mul=FLAGS.step_mul,
render_sync=FLAGS.render_sync)
renderer.run(
run_config, controller, max_game_steps=FLAGS.max_game_steps,
game_steps_per_episode=max_episode_steps,
save_replay=FLAGS.save_replay)
else: # Still step forward so the Mac/Windows renderer works.
try:
while True:
frame_start_time = time.time()
if not FLAGS.realtime:
controller.step(FLAGS.step_mul)
obs = controller.observe()
if obs.player_result:
break
time.sleep(max(0, frame_start_time + 1 / FLAGS.fps - time.time()))
except KeyboardInterrupt:
pass
print("Score: ", obs.observation.score.score)
print("Result: ", obs.player_result)
if FLAGS.map and FLAGS.save_replay:
replay_save_loc = run_config.save_replay(
controller.save_replay(), "local", FLAGS.map)
print("Replay saved to:", replay_save_loc)
# Save scores so we know how the human player did.
with open(replay_save_loc.replace("SC2Replay", "txt"), "w") as f:
f.write("{}\n".format(obs.observation.score.score))
if FLAGS.profile:
print(stopwatch.sw)
"""Initialize"""
# Try to make a connection with SC2
test_client = Core()
test_client.init()
"""Create Game"""
#Make Request(CreateGame)
#COMMNET TO TEST
map_info = sc_pb.LocalMap()
#Windows
#map_info.map_path = "C:\Program Files (x86)\StarCraft II\Maps\Melee\Simple128.SC2Map"
#Mac
map_info.map_path = "/Applications/StarCraft II/Maps/Melee/Simple128.SC2Map"
create_game = sc_pb.RequestCreateGame(local_map = map_info)
create_game.player_setup.add(type=1)
create_game.player_setup.add(type=2)
create_game.realtime = True
print("Make")
#send Request
print(test_client.comm.send(create_game = create_game))
#print (test_client.comm.read())
"""Join Game"""
#Make Requst(JoinGame)
interface_options = sc_pb.InterfaceOptions(raw = True, score = False)
join_game = sc_pb.RequestJoinGame(race = 3, options = interface_options)
#send Request
def test_render(self, version):
interface = sc_pb.InterfaceOptions()
interface.raw = True
interface.score = True
interface.feature_layer.width = 24
interface.feature_layer.resolution.x = 256
interface.feature_layer.resolution.y = 256
interface.feature_layer.minimap_resolution.x = 152
interface.feature_layer.minimap_resolution.y = 168
interface.render.resolution.x = 256
interface.render.resolution.y = 256
interface.render.minimap_resolution.x = 128
interface.render.minimap_resolution.y = 128
# Delete this line in Mac
# os.environ['SC2PATH'] = os.path.join('/root/', version)
run_config = run_configs.get()
with run_config.start(version=version) as controller:
map_inst = maps.get("KairosJunction")
create = sc_pb.RequestCreateGame(
realtime=False,
disable_fog=False,
local_map=sc_pb.LocalMap(map_path=map_inst.path,
map_data=map_inst.data(run_config)))
create.player_setup.add(type=sc_pb.Participant,
race=sc_common.Zerg)
create.player_setup.add(type=sc_pb.Computer,
race=sc_common.Zerg,
difficulty=sc_pb.VeryEasy)
join = sc_pb.RequestJoinGame(race=sc_common.Zerg,
options=interface)
controller.create_game(create)
controller.join_game(join)
controller.step(100)
game_info = controller.game_info()
observation = controller.observe()
placement_grid = norm_img(
bitmap2array(game_info.start_raw.placement_grid))
pathing_grid = norm_img(
bitmap2array(game_info.start_raw.pathing_grid))
creep = norm_img(
bitmap2array(observation.observation.raw_data.map_state.creep))
# 0=Hidden, 1=Fogged, 2=Visible, 3=FullHidden
visibility = bitmap2array(
observation.observation.raw_data.map_state.visibility)
visibility = np.equal(visibility, 2)
creep_minimap = bitmap2array(
observation.observation.feature_layer_data.minimap_renders.
creep)
creep_minimap = norm_img(np.array(creep_minimap, np.int32))
height_map = bitmap2array(
observation.observation.feature_layer_data.minimap_renders.
height_map)
height_map = norm_img(np.array(height_map, np.int32))
visibility_minimap = bitmap2array(
observation.observation.feature_layer_data.minimap_renders.
visibility_map)
visibility_minimap = np.equal(visibility_minimap, 2)
imwrite('images/' + version + '_creep.jpg',
creep.astype(np.float32))
imwrite('images/' + version + '_placement_grid.jpg',
placement_grid.astype(np.float32))
imwrite('images/' + version + '_pathing_grid.jpg',
pathing_grid.astype(np.float32))
imwrite('images/' + version + '_visibility.jpg',
visibility.astype(np.float32))
imwrite('images/' + version + '_creep_minimap.jpg',
creep_minimap.astype(np.float32))
imwrite('images/' + version + '_height_map.jpg',
height_map.astype(np.float32))
imwrite('images/' + version + '_visibility_minimap.jpg',
visibility_minimap.astype(np.float32))
def test_multi_player(self):
run_config = run_configs.get()
map_inst = maps.get("Simple64")
with run_config.start(want_rgb=False) as controller:
create = sc_pb.RequestCreateGame(local_map=sc_pb.LocalMap(
map_path=map_inst.path, map_data=map_inst.data(run_config)))
create.player_setup.add(type=sc_pb.Participant)
create.player_setup.add(type=sc_pb.Computer,
race=sc_common.Terran,
difficulty=sc_pb.VeryEasy)
join = sc_pb.RequestJoinGame(
race=sc_common.Terran,
options=sc_pb.InterfaceOptions(raw=True))
controller.create_game(create)
controller.join_game(join)
info = controller.game_info()
map_size = info.start_raw.map_size
controller.step(2)
obs = controller.observe()
def get_marines(obs):
return {
u.tag: u
for u in obs.observation.raw_data.units
if u.unit_type == units.Terran.Marine
}
self.assertEmpty(get_marines(obs))
controller.debug(
sc_debug.DebugCommand(create_unit=sc_debug.DebugCreateUnit(
unit_type=units.Terran.Marine,
owner=1,
pos=sc_common.Point2D(x=map_size.x // 2, y=map_size.y //
2),
quantity=5)))
controller.step(2)
obs = controller.observe()
marines = get_marines(obs)
self.assertEqual(5, len(marines))
tags = sorted(marines.keys())
controller.debug([
sc_debug.DebugCommand(kill_unit=sc_debug.DebugKillUnit(
tag=[tags[0]])),
sc_debug.DebugCommand(unit_value=sc_debug.DebugSetUnitValue(
unit_value=sc_debug.DebugSetUnitValue.Life,
value=5,
unit_tag=tags[1])),
])
controller.step(2)
obs = controller.observe()
marines = get_marines(obs)
self.assertEqual(4, len(marines))
self.assertNotIn(tags[0], marines)
self.assertEqual(marines[tags[1]].health, 5)
def test_multi_player(self):
players = 2
run_config = run_configs.get()
parallel = run_parallel.RunParallel()
map_inst = maps.get("Simple64")
screen_size_px = point.Point(64, 64)
minimap_size_px = point.Point(32, 32)
interface = sc_pb.InterfaceOptions()
screen_size_px.assign_to(interface.feature_layer.resolution)
minimap_size_px.assign_to(interface.feature_layer.minimap_resolution)
# Reserve a whole bunch of ports for the weird multiplayer implementation.
ports = portspicker.pick_unused_ports(players * 2)
logging.info("Valid Ports: %s", ports)
# Actually launch the game processes.
print_stage("start")
sc2_procs = [run_config.start(extra_ports=ports) for _ in range(players)]
controllers = [p.controller for p in sc2_procs]
try:
# Save the maps so they can access it.
map_path = os.path.basename(map_inst.path)
print_stage("save_map")
parallel.run((c.save_map, map_path, map_inst.data(run_config))
for c in controllers)
# Create the create request.
create = sc_pb.RequestCreateGame(
local_map=sc_pb.LocalMap(map_path=map_path))
for _ in range(players):
create.player_setup.add(type=sc_pb.Participant)
# Create the join request.
join = sc_pb.RequestJoinGame(race=sc_common.Random, options=interface)
join.shared_port = 0 # unused
join.server_ports.game_port = ports.pop(0)
join.server_ports.base_port = ports.pop(0)
for _ in range(players - 1):
join.client_ports.add(game_port=ports.pop(0), base_port=ports.pop(0))
# Play a few short games.
for _ in range(2): # 2 episodes
# Create and Join
print_stage("create")
controllers[0].create_game(create)
print_stage("join")
parallel.run((c.join_game, join) for c in controllers)
print_stage("run")
for game_loop in range(1, 10): # steps per episode
# Step the game
parallel.run(c.step for c in controllers)
# Observe
obs = parallel.run(c.observe for c in controllers)
for p_id, o in enumerate(obs):
self.assertEqual(o.observation.game_loop, game_loop)
self.assertEqual(o.observation.player_common.player_id, p_id + 1)
# Act
actions = [sc_pb.Action() for _ in range(players)]
for action in actions:
pt = (point.Point.unit_rand() * minimap_size_px).floor()
pt.assign_to(action.action_feature_layer.camera_move.center_minimap)
parallel.run((c.act, a) for c, a in zip(controllers, actions))
# Done this game.
print_stage("leave")
parallel.run(c.leave for c in controllers)
finally:
print_stage("quit")
# Done, shut down. Don't depend on parallel since it might be broken.
for c in controllers:
c.quit()
for p in sc2_procs:
p.close()
portspicker.return_ports(ports)
def human():
"""Run a host which expects one player to connect remotely."""
run_config = run_configs.get()
map_inst = maps.get(FLAGS.map)
if not FLAGS.rgb_screen_size or not FLAGS.rgb_minimap_size:
logging.info(
"Use --rgb_screen_size and --rgb_minimap_size if you want rgb "
"observations.")
ports = [FLAGS.config_port + p for p in range(5)] # tcp + 2 * num_players
if not all(portpicker.is_port_free(p) for p in ports):
sys.exit("Need 5 free ports after the config port.")
proc = None
ssh_proc = None
tcp_conn = None
udp_sock = None
try:
proc = run_config.start(extra_ports=ports[1:],
timeout_seconds=300,
host=FLAGS.host,
window_loc=(50, 50))
tcp_port = ports[0]
settings = {
"remote": FLAGS.remote,
"game_version": proc.version.game_version,
"realtime": FLAGS.realtime,
"map_name": map_inst.name,
"map_path": map_inst.path,
"map_data": map_inst.data(run_config),
"ports": {
"server": {
"game": ports[1],
"base": ports[2]
},
"client": {
"game": ports[3],
"base": ports[4]
},
}
}
create = sc_pb.RequestCreateGame(
realtime=settings["realtime"],
local_map=sc_pb.LocalMap(map_path=settings["map_path"]))
create.player_setup.add(type=sc_pb.Participant)
create.player_setup.add(type=sc_pb.Participant)
controller = proc.controller
controller.save_map(settings["map_path"], settings["map_data"])
controller.create_game(create)
if FLAGS.remote:
ssh_proc = lan_sc2_env.forward_ports(
FLAGS.remote, proc.host, [settings["ports"]["client"]["base"]],
[tcp_port, settings["ports"]["server"]["base"]])
print("-" * 80)
print("Join: play_vs_agent --host %s --config_port %s" %
(proc.host, tcp_port))
print("-" * 80)
tcp_conn = lan_sc2_env.tcp_server(
lan_sc2_env.Addr(proc.host, tcp_port), settings)
if FLAGS.remote:
udp_sock = lan_sc2_env.udp_server(
lan_sc2_env.Addr(proc.host,
settings["ports"]["client"]["game"]))
lan_sc2_env.daemon_thread(
lan_sc2_env.tcp_to_udp,
(tcp_conn, udp_sock,
lan_sc2_env.Addr(proc.host,
settings["ports"]["server"]["game"])))
lan_sc2_env.daemon_thread(lan_sc2_env.udp_to_tcp,
(udp_sock, tcp_conn))
join = sc_pb.RequestJoinGame()
join.shared_port = 0 # unused
join.server_ports.game_port = settings["ports"]["server"]["game"]
join.server_ports.base_port = settings["ports"]["server"]["base"]
join.client_ports.add(game_port=settings["ports"]["client"]["game"],
base_port=settings["ports"]["client"]["base"])
join.race = sc2_env.Race[FLAGS.user_race]
join.player_name = FLAGS.user_name
if FLAGS.render:
join.options.raw = True
join.options.score = True
if FLAGS.feature_screen_size and FLAGS.feature_minimap_size:
fl = join.options.feature_layer
fl.width = 24
FLAGS.feature_screen_size.assign_to(fl.resolution)
FLAGS.feature_minimap_size.assign_to(fl.minimap_resolution)
if FLAGS.rgb_screen_size and FLAGS.rgb_minimap_size:
FLAGS.rgb_screen_size.assign_to(join.options.render.resolution)
FLAGS.rgb_minimap_size.assign_to(
join.options.render.minimap_resolution)
controller.join_game(join)
if FLAGS.render:
renderer = renderer_human.RendererHuman(fps=FLAGS.fps,
render_feature_grid=False)
renderer.run(run_configs.get(), controller, max_episodes=1)
else: # Still step forward so the Mac/Windows renderer works.
while True:
frame_start_time = time.time()
if not FLAGS.realtime:
controller.step()
obs = controller.observe()
if obs.player_result:
break
time.sleep(
max(0, frame_start_time - time.time() + 1 / FLAGS.fps))
except KeyboardInterrupt:
pass
finally:
if tcp_conn:
tcp_conn.close()
if proc:
proc.close()
if udp_sock:
udp_sock.close()
if ssh_proc:
ssh_proc.terminate()
for _ in range(5):
if ssh_proc.poll() is not None:
break
time.sleep(1)
if ssh_proc.poll() is None:
ssh_proc.kill()
ssh_proc.wait()
def run(debug=False):
"""PURPOSE: start a starcraft2 process using the defined the config parameters"""
FLAGS(sys.argv)
config = gameConfig.Config(
version=
None, # vers is None... unless a specific game version is desired
themap=selectMap(ladder=True), # pick a random ladder map
players=["defaulthuman", "blizzbot2_easy"],
)
createReq = sc_pb.RequestCreateGame( # used to advance to "Init Game" state, when hosting
realtime=config.realtime,
disable_fog=config.fogDisabled,
random_seed=int(now(
)), # a game is created using the current second timestamp as the seed
local_map=sc_pb.LocalMap(map_path=config.mapLocalPath,
map_data=config.mapData))
joinRace = None
for player in config.players:
reqPlayer = createReq.player_setup.add(
) # add new player; get link to settings
playerObj = PlayerPreGame(player)
if playerObj.isComputer:
reqPlayer.difficulty = playerObj.difficulty.gameValue()
pType = playerObj.type.type
else:
pType = c.PARTICIPANT
reqPlayer.type = t.PlayerControls(pType).gameValue()
reqPlayer.race = playerObj.selectedRace.gameValue()
if not playerObj.isComputer:
joinRace = reqPlayer.race
interface = sc_pb.InterfaceOptions()
raw, score, feature, rendered = config.interfaces
interface.raw = raw # whether raw data is reported in observations
interface.score = score # whether score data is reported in observations
interface.feature_layer.width = 24
joinReq = sc_pb.RequestJoinGame(
options=interface) # SC2APIProtocol.RequestJoinGame
joinReq.race = joinRace # update joinGame request as necessary
if debug: print("Starcraft2 game process is launching.")
controller = None
with config.launchApp() as controller:
try:
if debug:
print("Starcraft2 application is live. (%s)" %
(controller.status)) # status: launched
controller.create_game(createReq)
if debug:
print(
"Starcraft2 is waiting for %d player(s) to join. (%s)" %
(config.numAgents, controller.status)) # status: init_game
playerID = controller.join_game(
joinReq).player_id # SC2APIProtocol.RequestJoinGame
print("[GET IN-GAME DATA] player#%d %s" % (playerID, config))
return (controller.ping(), controller.data())
except (protocol.ConnectionError, protocol.ProtocolError,
remote_controller.RequestError) as e:
if debug:
print("%s Connection to game closed (NOT a bug)%s%s" %
(type(e), os.linesep, e))
else:
print("Connection to game closed.")
except KeyboardInterrupt:
print(
"caught command to forcibly shutdown Starcraft2 host server.")
finally:
config.disable(
) # if the saved cfg file still exists, always remove it
controller.quit() # force the sc2 application to close
def main(unused_argv):
stopwatch.sw.enable()
results = []
try:
for config, interface in configs:
print((" Starting: %s " % config).center(60, "-"))
timeline = []
run_config = run_configs.get()
if FLAGS.replay:
replay_data = run_config.replay_data(FLAGS.replay)
start_replay = sc_pb.RequestStartReplay(
replay_data=replay_data,
options=interface,
disable_fog=False,
observed_player_id=2)
version = replay.get_replay_version(replay_data)
run_config = run_configs.get(
version=version) # Replace the run config.
else:
map_inst = maps.get(FLAGS.map)
create = sc_pb.RequestCreateGame(
realtime=False,
disable_fog=False,
random_seed=1,
local_map=sc_pb.LocalMap(
map_path=map_inst.path,
map_data=map_inst.data(run_config)))
create.player_setup.add(type=sc_pb.Participant)
create.player_setup.add(type=sc_pb.Computer,
race=sc_common.Terran,
difficulty=sc_pb.VeryEasy)
join = sc_pb.RequestJoinGame(options=interface,
race=sc_common.Protoss)
with run_config.start(
want_rgb=interface.HasField("render")) as controller:
if FLAGS.replay:
info = controller.replay_info(replay_data)
print(" Replay info ".center(60, "-"))
print(info)
print("-" * 60)
if info.local_map_path:
start_replay.map_data = run_config.map_data(
info.local_map_path)
controller.start_replay(start_replay)
else:
controller.create_game(create)
controller.join_game(join)
for _ in range(FLAGS.count):
controller.step(FLAGS.step_mul)
start = time.time()
obs = controller.observe()
timeline.append(time.time() - start)
if obs.player_result:
break
results.append((config, timeline))
except KeyboardInterrupt:
pass
names, values = zip(*results)
print("\n\nTimeline:\n")
print(",".join(names))
for times in zip(*values):
print(",".join("%0.2f" % (t * 1000) for t in times))
print(stopwatch.sw)