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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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