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How to use _no_op method in localstack
Best Python code snippet using localstack_python
common.py
Source:common.py 
1import numpy as np2from pysc2.lib import actions as sc2_actions3from pysc2.lib import features4from pysc2.lib import actions5_PLAYER_RELATIVE = features.SCREEN_FEATURES.player_relative.index6_UNIT_TYPE = features.SCREEN_FEATURES.unit_type.index7_SELECTED = features.SCREEN_FEATURES.selected.index8_PLAYER_FRIENDLY = 19_PLAYER_NEUTRAL = 3 # beacon/minerals10_PLAYER_HOSTILE = 411_NO_OP = actions.FUNCTIONS.no_op.id12_SELECT_UNIT_ID = 113_CONTROL_GROUP_SET = 114_CONTROL_GROUP_RECALL = 015_SELECT_CONTROL_GROUP = actions.FUNCTIONS.select_control_group.id16_MOVE_SCREEN = actions.FUNCTIONS.Move_screen.id17_ATTACK_SCREEN = actions.FUNCTIONS.Attack_screen.id18_SELECT_ARMY = actions.FUNCTIONS.select_army.id19_SELECT_UNIT = actions.FUNCTIONS.select_unit.id20_SELECT_POINT = actions.FUNCTIONS.select_point.id21_NOT_QUEUED = 022_SELECT_ALL = 023def init(env, obs):24 player_relative = obs[0].observation["feature_screen"][_PLAYER_RELATIVE]25 # print("init")26 army_count = env._obs[0].observation.player_common.army_count27 player_y, player_x = (player_relative == _PLAYER_FRIENDLY).nonzero()28 # obs = env.step(actions=[sc2_actions.FunctionCall(_NO_OP, [])])29 # obs = env.step(actions=[sc2_actions.FunctionCall(_NO_OP, [])])30 # obs = env.step(actions=[sc2_actions.FunctionCall(_NO_OP, [])])31 # obs = env.step(actions=[sc2_actions.FunctionCall(_NO_OP, [])])32 # obs = env.step(actions=[sc2_actions.FunctionCall(_NO_OP, [])])33 # obs = env.step(actions=[sc2_actions.FunctionCall(_NO_OP, [])])34 # obs = env.step(actions=[sc2_actions.FunctionCall(_NO_OP, [])])35 # obs = env.step(actions=[sc2_actions.FunctionCall(_NO_OP, [])])36 # obs = env.step(actions=[sc2_actions.FunctionCall(_NO_OP, [])])37 # obs = env.step(actions=[sc2_actions.FunctionCall(_NO_OP, [])])38 # if(army_count==0):39 # return obs40 # try:41 # obs = env.step(actions=[sc2_actions.FunctionCall(_NO_OP, [])])42 # obs = env.step(actions=[sc2_actions.FunctionCall(_NO_OP, [])])43 # obs = env.step(actions=[sc2_actions.FunctionCall(_NO_OP, [])])44 # obs = env.step(actions=[sc2_actions.FunctionCall(_NO_OP, [])])45 # obs = env.step(actions=[sc2_actions.FunctionCall(_NO_OP, [])])46 #47 # obs = env.step(actions=[sc2_actions.FunctionCall(_SELECT_ARMY, [[_SELECT_ALL]])])48 # except Exception as e:49 # print(e)50 # for i in range(len(player_x)):51 # if i % 4 != 0:52 # continue53 #54 # xy = [player_x[i], player_y[i]]55 # obs = env.step(actions=[sc2_actions.FunctionCall(_SELECT_POINT, [[0], xy])])56 group_id = 057 group_list = []58 unit_xy_list = []59 last_xy = [0, 0]60 xy_per_marine = {}61 for i in range(len(player_x)):62 if group_id > 9:63 break64 xy = [player_x[i], player_y[i]]65 unit_xy_list.append(xy)66 if len(unit_xy_list) >= 1:67 for idx, xy in enumerate(unit_xy_list):68 if idx == 0:69 obs = env.step(actions=[70 sc2_actions.FunctionCall(_SELECT_POINT, [[0], xy])71 ])72 else:73 obs = env.step(actions=[74 sc2_actions.FunctionCall(_SELECT_POINT, [[1], xy])75 ])76 last_xy = xy77 obs = env.step(actions=[78 sc2_actions.FunctionCall(_SELECT_CONTROL_GROUP,79 [[_CONTROL_GROUP_SET], [group_id]])80 ])81 unit_xy_list = []82 xy_per_marine[str(group_id)] = last_xy83 group_list.append(group_id)84 group_id += 185 if len(unit_xy_list) >= 1:86 for idx, xy in enumerate(unit_xy_list):87 if idx == 0:88 obs = env.step(actions=[89 sc2_actions.FunctionCall(_SELECT_POINT, [[0], xy])90 ])91 else:92 obs = env.step(actions=[93 sc2_actions.FunctionCall(_SELECT_POINT, [[1], xy])94 ])95 last_xy = xy96 obs = env.step(actions=[97 sc2_actions.FunctionCall(_SELECT_CONTROL_GROUP,98 [[_CONTROL_GROUP_SET], [group_id]])99 ])100 xy_per_marine[str(group_id)] = last_xy101 group_list.append(group_id)102 group_id += 1103 return obs, xy_per_marine104def update_group_list2(control_group):105 group_count = 0106 group_list = []107 for control_group_id, data in enumerate(control_group):108 unit_id = data[0]109 count = data[1]110 if unit_id != 0:111 group_count += 1112 group_list.append(control_group_id)113 return group_list114def check_group_list2(extra):115 army_count = 0116 # (64, 64, 3)117 for control_group_id in range(10):118 unit_id = extra[control_group_id, 1]119 count = extra[control_group_id, 2]120 if unit_id != 0:121 army_count += count122 if army_count != extra[0, 0]:123 return True124 return False125def update_group_list(obs):126 control_groups = obs[0].observation["control_groups"]127 group_count = 0128 group_list = []129 for id, group in enumerate(control_groups):130 if group[0] != 0:131 group_count += 1132 group_list.append(id)133 return group_list134def check_group_list(env, obs):135 error = False136 control_groups = obs[0].observation["control_groups"]137 army_count = 0138 for id, group in enumerate(control_groups):139 if group[0] == 48:140 army_count += group[1]141 if group[1] != 1:142 # print("group error group_id : %s count : %s" % (id, group[1]))143 error = True144 return error145 if army_count != env._obs[0].observation.player_common.army_count:146 error = True147 # print("army_count %s != %s env._obs.observation.player_common.army_count "148 # % (army_count, env._obs.observation.player_common.army_count))149 return error150UP, DOWN, LEFT, RIGHT = 'up', 'down', 'left', 'right'151def shift(direction, number, matrix):152 """ shift given 2D matrix in-place the given number of rows or columns153 in the specified (UP, DOWN, LEFT, RIGHT) direction and return it154 """155 if direction in (UP):156 matrix = np.roll(matrix, -number, axis=0)157 matrix[number:, :] = -2158 return matrix159 elif direction in (DOWN):160 matrix = np.roll(matrix, number, axis=0)161 matrix[:number, :] = -2162 return matrix163 elif direction in (LEFT):164 matrix = np.roll(matrix, -number, axis=1)165 matrix[:, number:] = -2166 return matrix167 elif direction in (RIGHT):168 matrix = np.roll(matrix, number, axis=1)169 matrix[:, :number] = -2170 return matrix171 else:172 return matrix173def select_marine(env, obs):174 player_relative = obs[0].observation["feature_screen"][_PLAYER_RELATIVE]175 screen = player_relative176 group_list = update_group_list(obs)177 if check_group_list(env, obs):178 obs, xy_per_marine = init(env, obs)179 group_list = update_group_list(obs)180 # if(len(group_list) == 0):181 # obs = init(env, player_relative, obs)182 # group_list = update_group_list(obs)183 player_relative = obs[0].observation["feature_screen"][_PLAYER_RELATIVE]184 friendly_y, friendly_x = (player_relative == _PLAYER_FRIENDLY).nonzero()185 enemy_y, enemy_x = (player_relative == _PLAYER_HOSTILE).nonzero()186 player = []187 danger_closest, danger_min_dist = None, None188 for e in zip(enemy_x, enemy_y):189 for p in zip(friendly_x, friendly_y):190 dist = np.linalg.norm(np.array(p) - np.array(e))191 if not danger_min_dist or dist < danger_min_dist:192 danger_closest, danger_min_dist = p, dist193 marine_closest, marine_min_dist = None, None194 for e in zip(friendly_x, friendly_y):195 for p in zip(friendly_x, friendly_y):196 dist = np.linalg.norm(np.array(p) - np.array(e))197 if not marine_min_dist or dist < marine_min_dist:198 if dist >= 2:199 marine_closest, marine_min_dist = p, dist200 if danger_min_dist is not None and danger_min_dist <= 5:201 obs = env.step(actions=[202 sc2_actions.FunctionCall(_SELECT_POINT, [[0], danger_closest])203 ])204 selected = obs[0].observation["feature_screen"][_SELECTED]205 player_y, player_x = (selected == _PLAYER_FRIENDLY).nonzero()206 if len(player_y) > 0:207 player = [int(player_x.mean()), int(player_y.mean())]208 elif marine_closest is not None and marine_min_dist <= 3:209 obs = env.step(actions=[210 sc2_actions.FunctionCall(_SELECT_POINT, [[0], marine_closest])211 ])212 selected = obs[0].observation["feature_screen"][_SELECTED]213 player_y, player_x = (selected == _PLAYER_FRIENDLY).nonzero()214 if len(player_y) > 0:215 player = [int(player_x.mean()), int(player_y.mean())]216 else:217 # If there is no marine in danger, select random218 while len(group_list) > 0:219 # units = env._obs.observation.raw_data.units220 # marine_list = [] # for unit in units:221 # if(unit.alliance == 1):222 # marine_list.append(unit)223 group_id = np.random.choice(group_list)224 # xy = [int(unit.pos.y - 10), int(unit.pos.x+8)]225 # print("check xy : %s - %s" % (xy, player_relative[xy[0],xy[1]]))226 obs = env.step(actions=[227 sc2_actions.FunctionCall(_SELECT_CONTROL_GROUP, [[228 _CONTROL_GROUP_RECALL229 ], [int(group_id)]])230 ])231 selected = obs[0].observation["feature_screen"][_SELECTED]232 player_y, player_x = (selected == _PLAYER_FRIENDLY).nonzero()233 if len(player_y) > 0:234 player = [int(player_x.mean()), int(player_y.mean())]235 break236 else:237 group_list.remove(group_id)238 if len(player) == 2:239 if player[0] > 32:240 screen = shift(LEFT, player[0] - 32, screen)241 elif player[0] < 32:242 screen = shift(RIGHT, 32 - player[0], screen)243 if player[1] > 32:244 screen = shift(UP, player[1] - 32, screen)245 elif player[1] < 32:246 screen = shift(DOWN, 32 - player[1], screen)247 return obs, screen, player248def marine_action(env, obs, player, action):249 player_relative = obs[0].observation["feature_screen"][_PLAYER_RELATIVE]250 enemy_y, enemy_x = (player_relative == _PLAYER_HOSTILE).nonzero()251 closest, min_dist = None, None252 if len(player) == 2:253 for p in zip(enemy_x, enemy_y):254 dist = np.linalg.norm(np.array(player) - np.array(p))255 if not min_dist or dist < min_dist:256 closest, min_dist = p, dist257 player_relative = obs[0].observation["feature_screen"][_PLAYER_RELATIVE]258 friendly_y, friendly_x = (player_relative == _PLAYER_FRIENDLY).nonzero()259 closest_friend, min_dist_friend = None, None260 if len(player) == 2:261 for p in zip(friendly_x, friendly_y):262 dist = np.linalg.norm(np.array(player) - np.array(p))263 if not min_dist_friend or dist < min_dist_friend:264 closest_friend, min_dist_friend = p, dist265 if closest is None:266 new_action = [sc2_actions.FunctionCall(_NO_OP, [])]267 elif action == 0 and closest_friend is not None and min_dist_friend < 3:268 # Friendly marine is too close => Sparse!269 mean_friend = [int(friendly_x.mean()), int(friendly_x.mean())]270 diff = np.array(player) - np.array(closest_friend)271 norm = np.linalg.norm(diff)272 if norm != 0:273 diff = diff / norm274 coord = np.array(player) + diff * 4275 if coord[0] < 0:276 coord[0] = 0277 elif coord[0] > 63:278 coord[0] = 63279 if coord[1] < 0:280 coord[1] = 0281 elif coord[1] > 63:282 coord[1] = 63283 new_action = [284 sc2_actions.FunctionCall(_MOVE_SCREEN, [[_NOT_QUEUED], coord])285 ]286 elif action <= 1: # Attack287 # nearest enemy288 coord = closest289 new_action = [290 sc2_actions.FunctionCall(_ATTACK_SCREEN, [[_NOT_QUEUED], coord])291 ]292 # print("action : %s Attack Coord : %s" % (action, coord))293 elif action == 2: # Oppsite direcion from enemy294 # nearest enemy opposite295 diff = np.array(player) - np.array(closest)296 norm = np.linalg.norm(diff)297 if norm != 0:298 diff = diff / norm299 coord = np.array(player) + diff * 7300 if coord[0] < 0:301 coord[0] = 0302 elif coord[0] > 63:303 coord[0] = 63304 if coord[1] < 0:305 coord[1] = 0306 elif coord[1] > 63:307 coord[1] = 63308 new_action = [309 sc2_actions.FunctionCall(_MOVE_SCREEN, [[_NOT_QUEUED], coord])310 ]311 elif action == 4: # UP312 coord = [player[0], player[1] - 3]313 new_action = [314 sc2_actions.FunctionCall(_MOVE_SCREEN, [[_NOT_QUEUED], coord])315 ]316 elif action == 5: # DOWN317 coord = [player[0], player[1] + 3]318 new_action = [319 sc2_actions.FunctionCall(_MOVE_SCREEN, [[_NOT_QUEUED], coord])320 ]321 elif action == 6: # LEFT322 coord = [player[0] - 3, player[1]]323 new_action = [324 sc2_actions.FunctionCall(_MOVE_SCREEN, [[_NOT_QUEUED], coord])325 ]326 elif action == 7: # RIGHT327 coord = [player[0] + 3, player[1]]328 new_action = [329 sc2_actions.FunctionCall(_MOVE_SCREEN, [[_NOT_QUEUED], coord])330 ]331 # print("action : %s Back Coord : %s" % (action, coord))...
fixed.py
Source:fixed.py
...39 return self.value40 @cached_property41 def variance(self):42 return np.zeros_like(self.mean)43 def _no_op(self, *other, **kwargs):44 """45 'no-op' operation46 In many operations fixed messages should just47 return themselves48 """49 return self50 project = _no_op51 from_mode = _no_op52 __pow__ = _no_op53 __mul__ = _no_op54 __div__ = _no_op55 default = _no_op56 _multiply = _no_op57 _divide = _no_op...
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