async def get_game_data(self) -> GameData:
result = await self._execute(data=sc_pb.RequestData(ability_id=True,
unit_type_id=True,
upgrade_id=True,
buff_id=True,
effect_id=True))
return GameData(result.data)
async def on_start(self) -> None:
"""
Set up data that require information from the game.
Note: This function is called automatically at iteration = 0.
Args:
None
Returns:
None
"""
raw_game_data = await self._client._execute(data=sc_pb.RequestData(
ability_id=True,
unit_type_id=True,
upgrade_id=True,
buff_id=True,
effect_id=True,
))
raw_game_info = await self._client._execute(
game_info=sc_pb.RequestGameInfo())
raw_observation = self.state.response_observation
self.pathing = PathManager(raw_game_data, raw_game_info,
raw_observation)
self.creeper = Creeper(raw_game_data, raw_game_info, raw_observation)
# build_selector = BuildOrderManager(self.enemy_race)
# self.build_order = build_selector.select_build_order()
with open("builds/1312.pickle", "rb") as f:
self.build_order = pickle.load(f) # nosec
# all possible arguments are handled by BuildOrderManager class
self.tag_dicts.append(self.pathing.pathing_dict)
self.target = self.enemy_start_locations[0].position
await self.chat_send("gl hf")
async def play(self, ws, observation):
success = True
request_data = api.Request(
data=api.RequestData(ability_id=True, unit_type_id=True, upgrade_id=True)
)
await asyncio.wait_for(ws.send(request_data.SerializeToString()), 5)
try:
result = await asyncio.wait_for(ws.recv(), 5)
data_response = api.Response.FromString(result)
game_data = data_response.data
request_game_info = api.Request(game_info=api.RequestGameInfo())
await asyncio.wait_for(ws.send(request_game_info.SerializeToString()), 5)
result = await asyncio.wait_for(ws.recv(), 5)
game_info_response = api.Response.FromString(result)
# If game is still on
if game_data.units:
obj = decode_observation(observation.observation.observation, game_data, game_info_response)
obs = MessageToDict(observation)
obs = str(obs)
obs = obs.replace("\'", "\"")
obs = obs.replace("False", "false")
obs = obs.replace("True", "true")
obs = json.loads(obs,encoding="UTF-8")
game_meta = api.Request(
game_info=api.RequestGameInfo()
)
await ws.send(game_meta.SerializeToString())
result = await ws.recv()
game_meta = api.Response.FromString(result)
game_meta = MessageToDict(game_meta)
game_meta = str(game_meta)
game_meta = game_meta.replace("\'", "\"")
game_meta = game_meta.replace("False", "false")
game_meta = game_meta.replace("True", "true")
game_meta = json.loads(game_meta,encoding="UTF-8")
game_meta = game_meta.get("gameInfo", None)
game_meta.pop("modNames")
game_meta.pop("options")
game_meta.pop("mapName")
if("localMapPath" in game_meta.keys()):
game_meta.pop("localMapPath")
game_meta.pop("playerInfo")
game_meta.update(game_meta["startRaw"])
game_meta.pop("startRaw")
game_meta.pop("mapSize")
await self.process_step(ws, obj, raw=(obs, game_meta, game_data))
# function = self.decision_function
# alvailable_actions = self.query_alvailable_actions()
# to_do_action = function(observation, alvailable_actions)
# while(to_do_action and alvailable_actions):
# self.send_order(self, to_do_action)
# to_do_action = self.query_alvailable_actions()
except asyncio.TimeoutError:
return False
return True
def data_raw(self,
ability_id=True,
unit_type_id=True,
upgrade_id=True,
buff_id=True,
effect_id=True):
"""Get the raw static data for the current game. Prefer `data` instead."""
return self._client.send(
data=sc_pb.RequestData(ability_id=ability_id,
unit_type_id=unit_type_id,
upgrade_id=upgrade_id,
buff_id=buff_id,
effect_id=effect_id))
async def store_data_to_file(self, file_path: str):
# Grab all raw data from observation
raw_game_data = await self._client._execute(
data=sc_pb.RequestData(ability_id=True, unit_type_id=True, upgrade_id=True, buff_id=True, effect_id=True)
)
raw_game_info = await self._client._execute(game_info=sc_pb.RequestGameInfo())
raw_observation = self.state.response_observation
# To test if this data is convertable in the first place
game_data = GameData(raw_game_data.data)
game_info = GameInfo(raw_game_info.game_info)
game_state = GameState(raw_observation)
os.makedirs(os.path.dirname(file_path), exist_ok=True)
with lzma.open(file_path, "wb") as f:
pickle.dump([raw_game_data, raw_game_info, raw_observation], f)
async def dump_data(self, ability_id=True, unit_type_id=True, upgrade_id=True, buff_id=True, effect_id=True):
"""
Dump the game data files
choose what data to dump in the keywords
this function writes to a text file
call it one time in on_step with:
await self._client.dump_data()
"""
result = await self._execute(
data=sc_pb.RequestData(
ability_id=ability_id,
unit_type_id=unit_type_id,
upgrade_id=upgrade_id,
buff_id=buff_id,
effect_id=effect_id,
)
)
with open("data_dump.txt", "a") as file:
file.write(str(result.data))
async def on_start_async(self):
raw_game_data = await self._client._execute(
data=sc_pb.RequestData(ability_id=True, unit_type_id=True, upgrade_id=True, buff_id=True, effect_id=True)
)
raw_game_info = await self._client._execute(game_info=sc_pb.RequestGameInfo())
raw_observation = self.state.response_observation
# To test if this data is convertable in the first place
game_data = GameData(raw_game_data.data)
game_info = GameInfo(raw_game_info.game_info)
game_state = GameState(raw_observation)
print(f"Saving file to {self.map_name}.xz")
file_path = self.get_pickle_file_path()
os.makedirs(os.path.dirname(file_path), exist_ok=True)
with lzma.open(file_path, "wb") as f:
pickle.dump([raw_game_data, raw_game_info, raw_observation], f)
await self._client.leave()
def data_raw(self):
"""Get the raw static data for the current game. Prefer `data` instead."""
return self._client.send(
data=sc_pb.RequestData(ability_id=True, unit_type_id=True))
def process_replay(self, controller, replay_data, map_data, player_id,
out):
"""Process a single replay, updating the stats."""
self._update_stage("start_replay")
controller.start_replay(
sc_pb.RequestStartReplay(replay_data=replay_data,
map_data=map_data,
options=interface,
observed_player_id=player_id))
if 'data' not in out:
data = controller._client.send(
data=sc_pb.RequestData(ability_id=True,
unit_type_id=True,
upgrade_id=True,
buff_id=True,
effect_id=True))
out['data'] = data.SerializeToString()
game_info = controller.game_info()
if 'game_info' not in out:
out['game_info'] = game_info.SerializeToString()
out['step_mul'] = FLAGS.step_mul
observations = []
out['player' + str(player_id)] = observations
feat = features.features_from_game_info(game_info)
self.stats.replay_stats.replays += 1
self._update_stage("step")
controller.step()
while True:
self.stats.replay_stats.steps += 1
self._update_stage("observe")
obs = controller.observe()
observations.append(obs.SerializeToString())
for action in obs.actions:
act_fl = action.action_feature_layer
if act_fl.HasField("unit_command"):
self.stats.replay_stats.made_abilities[
act_fl.unit_command.ability_id] += 1
if act_fl.HasField("camera_move"):
self.stats.replay_stats.camera_move += 1
if act_fl.HasField("unit_selection_point"):
self.stats.replay_stats.select_pt += 1
if act_fl.HasField("unit_selection_rect"):
self.stats.replay_stats.select_rect += 1
if action.action_ui.HasField("control_group"):
self.stats.replay_stats.control_group += 1
try:
func = feat.reverse_action(action).function
except ValueError:
func = -1
self.stats.replay_stats.made_actions[func] += 1
for valid in obs.observation.abilities:
self.stats.replay_stats.valid_abilities[valid.ability_id] += 1
for u in obs.observation.raw_data.units:
self.stats.replay_stats.unit_ids[u.unit_type] += 1
for ability_id in feat.available_actions(obs.observation):
self.stats.replay_stats.valid_actions[ability_id] += 1
if obs.player_result:
break
self._update_stage("step")
controller.step(FLAGS.step_mul)