coordinated all changes regarding decision_tree functionality

algorithms/learn/decision_tree.py

@@ -4,7 +4,8 @@ from joblib import dump, load
 from sklearn import tree
 from sklearn.feature_extraction import DictVectorizer
 
-from mines.disarming.mine_parameters import MineParameters
+from objects.mines.disarming.mine_parameters import MineParameters
+from objects.mines.disarming.parameter_json import generate_data
 
 
 class DecisionTree:
@@ -61,7 +62,7 @@ class DecisionTree:
                 print(f"Answer: {answer}\nCorrect: {correct}")
                 mistakes += 1
 
-        print(f"Accuracy: {100 - (mistakes / 1000)}")
+        print(f"Accuracy: {100 - (mistakes / 10)}")
 
     @staticmethod
     def _process_input_line(line):
@@ -74,7 +75,8 @@ class DecisionTree:
 
 
 if __name__ == "__main__":
+    # generate_data("training_set.txt", 20000)
     decision_tree = DecisionTree()
-    decision_tree.build("params3.txt", 15)
+    decision_tree.build("training_set.txt", 15)
     decision_tree.test()
     decision_tree.save()

game.py

@@ -114,15 +114,21 @@ class Game:
 
     # draws a random mine to disarm (in auto mode)
     def set_random_mine_as_target(self):
-        self.goal = choice(self.minefield.get_active_mines()).position
+        if any(self.minefield.get_active_mines()):
+            self.goal = choice(self.minefield.get_active_mines()).position
 
-        # display new destination
-        self.input_box_row.set_texts(user_input=str(self.goal[0]))
-        self.input_box_column.set_texts(user_input=str(self.goal[1]))
+            # display new destination
+            self.input_box_row.set_texts(user_input=str(self.goal[0]))
+            self.input_box_column.set_texts(user_input=str(self.goal[1]))
 
-        # prevents highlighting input_box_row,
-        # couldn't find any better solution w/o major Game class changes
-        self.input_box_row.set_is_selected(False)
+            # prevents highlighting input_box_row,
+            # couldn't find any better solution w/o major Game class changes
+            self.input_box_row.set_is_selected(False)
+
+            return True
+
+        else:
+            return False
 
     # gets action sequence for agent
     def get_action_sequence(self, target_type: str = "tile"):
@@ -138,6 +144,11 @@ class Game:
             toy=self.goal[1]
         )
 
+    # returns a mine on a given position
+    def get_mine(self, position):
+        row, column = position
+        return self.minefield.matrix[row][column].mine
+
     # initializes attributes before game loop begins
     def initialize_before_game_loop(self):
         self.agent_action = None

main.py

@@ -71,7 +71,7 @@ def main():
         # getting action sequence for agent
         if auto and running:
             in_menu = False
-            game.set_random_mine_as_target()
+            auto = game.set_random_mine_as_target()
             action_sequence = game.get_action_sequence("mine")
 
         elif running:
@@ -125,15 +125,23 @@ def main():
                 # clean up after game loop
                 game.agent_take_last_action()
                 game.cleanup_after_game_loop()
+                game.draw_minefield()
+                pygame.display.flip()
+
+                if auto:
+                    if not game.agent.defuse_a_mine(game.get_mine(game.goal)):
+                        print("BOOOOOOM\n\n")
+                        is_game_over = True
+
+                    else:
+                        print("guess you will live a little longer...\n\n")
 
                 # reset in_menu flag
                 in_menu = True
 
-            is_game_over = game.time_mine_exploded()
-
             # TODO temporarily disabling game over screen
-            #  if you want to enable game over comment line below
-            is_game_over = False
+            #  if you want to enable game over uncomment line below
+            # is_game_over = game.time_mine_exploded()
 
         while running and is_game_over:
             events = pygame.event.get()
@@ -152,6 +160,7 @@ def main():
                 game.cleanup_after_game_loop()
                 is_game_over = False
                 in_menu = True
+                auto = False
 
             # updating graphics
             pygame.display.flip()

objects/agent.py

@@ -1,7 +1,9 @@
 import project_constants as const
 from assets import asset_constants as asset
 import json
+from time import sleep
 from pygame import transform
+from algorithms.learn.decision_tree import DecisionTree
 
 
 # Class of our agent, initialization of it
@@ -19,13 +21,22 @@ class Agent:
         self.row, self.column = int(self.row), int(self.column)
         self.position = [self.row, self.column]
         self.on_screen_coordinates = const.get_tile_coordinates(tuple(self.position))
-        # self.direction = const.Direction()
+        self.decision_tree = DecisionTree(const.ROOT_DIR + "/algorithms/learn/decision_tree.joblib",
+                                          const.ROOT_DIR + "/algorithms/learn/dict_vectorizer.joblib")
         self.direction = const.Direction(data["agents_initial_state"]["direction"])
         self.rotation_angle = -const.Direction(self.direction).value * 90
         self.going_forward = False
         self.rotating_left = False
         self.rotating_right = False
 
+    def defuse_a_mine(self, mine):
+        mine_params = mine.investigate()
+        chosen_wire = self.decision_tree.get_answer(mine_params)
+        # TODO temporarily printing chosen wire
+        print("agent's chosen wire: " + str(chosen_wire[0]))
+        sleep(3)
+        return mine.disarm(chosen_wire)
+
     def update_and_draw(self, window, delta_time, minefield):
         self.update(delta_time, minefield)
         self.draw(window)

objects/mines/disarming/hash_function.py

@@ -18,18 +18,19 @@ class DangerClassHash(Enum):
     WEAPON_OF_MASS_DESTRUCTION = 32, "weapon of mass destruction"
     RADIOACTIVE = 16, "radioactive"
     CASUAL_DEVASTATOR = 8, "casual devastator"
+    LITTLE_BOY = 4, "little boy"
     CHERRY_BOMB = 0, "cherry bomb"
 
 
 class SeriesHash(Enum):
-    TCH_2990TONER = 65, "TCH_2990toner"
+    TCH_2990TONER = 128, "TCH_2990toner"
     TCH_2990INKJET = 64, "TCH_2990inkjet"
-    TVY_2400H = 55, "TVY_2400h"
-    SWX_5000 = 53, "SWX_5000"
-    SWX_4000 = 50, "SWX_4000"
-    WORKHORSE_3200 = 43, "WORKHORSE_3200"
-    FX_500 = 40, "FX_500"
-    TVY_2400 = 23, "TVY_2400"
+    TVY_2400H = 48, "TVY_2400h"
+    SWX_5000 = 32, "SWX_5000"
+    SWX_4000 = 16, "SWX_4000"
+    WORKHORSE_3200 = 8, "WORKHORSE_3200"
+    FX_500 = 4, "FX_500"
+    TVY_2400 = 0, "TVY_2400"
 
 
 class IndicatorHash(Enum):
@@ -50,11 +51,20 @@ class SpecificityHash(Enum):
     FRAGMENTATION_MINE = 0, "fragmentation_mine"
 
 
+class WeightHash(Enum):
+    FAT_MAN = 32, "fat_man"
+    EXTRA_LARGE = 24, "extra_large"
+    TOTAL_AVERAGE = 16, "total_average"
+    SLIM_FIT = 8, "slim_fit"
+    BREAD_CRUMB = 0, "bread_crumb"
+
+
 MAX_VALUE = max([elem.value[0] for elem in TypeHash]) \
     + max([elem.value[0] for elem in DangerClassHash]) \
     + max([elem.value[0] for elem in SeriesHash]) \
     + max([elem.value[0] for elem in IndicatorHash]) \
-    + max([elem.value[0] for elem in SpecificityHash])
+    + max([elem.value[0] for elem in SpecificityHash]) \
+    + max([elem.value[0] for elem in WeightHash])
 
 
 def _get_wire_color(hash_sum):
@@ -67,15 +77,16 @@ def _get_wire_color(hash_sum):
 
 
 # STRING ARGUMENTS
-def get_wire_from_str(mine_type: str, danger_cls: str, series: str, indicator: str, specificity: str):
+def get_wire_from_str(mine_type: str, danger_cls: str, series: str, indicator: str, specificity: str, weight: str):
 
     type_hash = TypeHash[mine_type.upper().replace(" ", "_")].value[0]
     danger_cls_hash = DangerClassHash[danger_cls.upper().replace(" ", "_")].value[0]
     series_hash = SeriesHash[series.upper().replace(" ", "_")].value[0]
     indicator_hash = IndicatorHash[indicator.upper().replace(" ", "_")].value[0]
     specificity_hash = SpecificityHash[specificity.upper().replace(" ", "_")].value[0]
+    weight_hash = WeightHash[weight.upper().replace(" ", "_")].value[0]
 
-    hash_sum = type_hash + danger_cls_hash + series_hash + indicator_hash + specificity_hash
+    hash_sum = type_hash + danger_cls_hash + series_hash + indicator_hash + specificity_hash + weight_hash
     return _get_wire_color(hash_sum)
 
 
@@ -85,7 +96,10 @@ def get_wire_from_enums(
         danger_cls: DangerClassHash,
         series: SeriesHash,
         indicator: IndicatorHash,
-        specificity: SpecificityHash):
+        specificity: SpecificityHash,
+        weight: WeightHash):
+
+    hash_list = [mine_type, danger_cls, series, indicator, specificity, weight]
+    hash_sum = sum([enum.value[0] for enum in hash_list])
 
-    hash_sum = mine_type.value[0] + danger_cls.value[0] + series.value[0] + indicator.value[0] + specificity.value[0]
     return _get_wire_color(hash_sum)

objects/mines/disarming/mine_parameters.py

@@ -1,5 +1,5 @@
 import random
-from mines.disarming import hash_function as hf
+from objects.mines.disarming import hash_function as hf
 
 
 class MineParameters:
@@ -11,20 +11,22 @@ class MineParameters:
             self.series = random.choice(list(hf.SeriesHash))
             self.indicator = random.choice(list(hf.IndicatorHash))
             self.specificity = random.choice(list(hf.SpecificityHash))
+            self.weight = random.choice(list(hf.WeightHash))
         else:
             self.mine_type = jdict["mine_type"]
             self.danger_cls = jdict["danger_cls"]
             self.series = jdict["series"]
             self.specificity = jdict["specificity"]
             self.indicator = jdict["indicator"]
+            self.weight = jdict["weight"]
 
         if mine_type is not None:
             self.mine_type = mine_type
 
-    def jsonifyable_dict(self):
+    def jsonifyable_dict(self, with_wire=True):
         wire = hf.get_wire_from_enums(
             self.mine_type, self.danger_cls, self.series,
-            self.indicator, self.specificity
+            self.indicator, self.specificity, self.weight
         )
 
         jdict = {
@@ -33,13 +35,17 @@ class MineParameters:
             "series": self.series.value[1],
             "specificity": self.specificity.value[1],
             "indicator": self.indicator.value[1],
-            "wire": wire.value[1]
+            "weight": self.weight.value[1]
         }
+
+        if with_wire:
+            jdict["wire"] = wire.value[1]
+
         return jdict
 
     def get_parameters(self):
         return self.mine_type, self.danger_cls, self.series,\
-               self.specificity, self.indicator
+               self.specificity, self.indicator, self.weight
 
 
 

objects/mines/disarming/parameter_json.py

@@ -1,9 +1,10 @@
 import json
 import objects.mines.disarming.mine_parameters as param
 import os
+import project_constants as const
 
 # this module is self contained, used to generate a json file
-DIR_DATA = os.path.join("../../../resources", "data")
+DIR_DATA = os.path.join(const.ROOT_DIR, "resources", "data")
 
 
 # just to show, how mine parameters works
@@ -40,7 +41,7 @@ def generate_data(file_name: str, lines: int):
 
 
 def main():
-    generate_data("params4.txt", 1000)
+    generate_data("training_set.txt", 20000)
 
 
 if __name__ == "__main__":

objects/mines/mine_models/chained_mine.py

@@ -2,17 +2,21 @@
 from __future__ import annotations
 
 from .mine import Mine
+from objects.mines.disarming.hash_function import TypeHash
 
 
 class ChainedMine(Mine):
     def __init__(self, position, predecessor: ChainedMine = None, active=True):
-        self.predecessor = predecessor
         self.type = "chained"
-        super().__init__(position, active)
+        self.predecessor = predecessor
+        super().__init__(TypeHash.CHAINED, position, active)
 
-    def disarm(self):
+    def disarm(self, wire):
         if self.predecessor is None or not self.predecessor.active:
-            super().disarm()
+            return super().disarm(wire)
+
         else:
-            # boom?
-            pass
+            return False
+
+    def investigate(self):
+        return super().investigate()

objects/mines/mine_models/mine.py

@@ -4,16 +4,37 @@ from abc import ABC, abstractmethod
 # type hints
 from typing import Tuple
 
+from objects.mines.disarming.mine_parameters import MineParameters
+
 # Mine cannot be instantiated
 # all abstract methods must be implemented in derived classes
 
 
 class Mine(ABC):
     @abstractmethod
-    def __init__(self, position: Tuple[int, int], active=True):
+    def __init__(self, _type, position: Tuple[int, int], active=True):
+        self.enum_type = _type
         self.position = position
+        self.wire = None
         self.active = active
 
     @abstractmethod
-    def disarm(self):
-        self.active = False
+    def disarm(self, wire):
+        if wire == self.wire:
+            self.active = False
+            return True
+
+        else:
+            return False
+
+    @abstractmethod
+    def investigate(self):
+        mine_parameters = MineParameters(mine_type=self.enum_type).jsonifyable_dict()
+        wire = mine_parameters["wire"]
+        del mine_parameters["wire"]
+        self.wire = wire
+
+        # TODO temporarily printing parameters and right wire
+        print("parameters:", mine_parameters, "\nright wire: " + wire)
+
+        return mine_parameters

objects/mines/mine_models/standard_mine.py

@@ -1,10 +1,14 @@
 from .mine import Mine
+from objects.mines.disarming.hash_function import TypeHash
 
 
 class StandardMine(Mine):
     def __init__(self, position, active=True):
         self.type = "standard"
-        super().__init__(position, active)
+        super().__init__(TypeHash.STANDARD, position, active)
 
-    def disarm(self):
-        super().disarm()
+    def disarm(self, wire):
+        return super().disarm(wire)
+
+    def investigate(self):
+        return super().investigate()

objects/mines/mine_models/time_mine.py

@@ -1,4 +1,5 @@
 from .mine import Mine
+from objects.mines.disarming.hash_function import TypeHash
 
 
 class TimeMine(Mine):
@@ -6,7 +7,10 @@ class TimeMine(Mine):
         self.type = "time"
         self.timer = timer
         self.starting_time = timer
-        super().__init__(position, active)
+        super().__init__(TypeHash.TIME, position, active)
 
-    def disarm(self):
-        super().disarm()
+    def disarm(self, wire):
+        return super().disarm(wire)
+
+    def investigate(self):
+        return super().investigate()

project_constants.py

@@ -21,7 +21,8 @@ from ui.input_box import InputBox
 V_NAME_OF_WINDOW = "MineFusion TM"
 V_FPS = 60
 
-DIR_ASSETS = os.path.join("resources", "assets")
+ROOT_DIR = os.path.dirname(os.path.abspath(__file__))
+DIR_ASSETS = os.path.join(ROOT_DIR, "resources", "assets")
 
 TURN_INTERVAL = 0.3  # interval between two turns in seconds
 
@@ -157,54 +158,6 @@ HIGHLIGHT = pygame.transform.scale(
 )
 HIGHLIGHT.set_alpha(100)
 
-_gui_width = V_SIDE_MENU_WIDTH
-_ib_height, _bt_height = V_INPUT_BOX_HEIGHT, V_BUTTON_HEIGHT
-_gui_x = V_TILE_AREA_WIDTH + 2 * V_SCREEN_PADDING + V_NUMBER_PADDING
-_gui_y = SCREEN.get_height() / 2 - (2 * _ib_height + 2 * _bt_height + 30) / 2
-
-INPUT_ROW = InputBox(
-    position=(_gui_x, _gui_y),
-    dimensions=(_gui_width, _ib_height),
-    text="row",
-    box_color=(100, 200, 100),
-    bottom_strip_color=(120, 220, 120),
-    inner_box_color=(120, 220, 120),
-    outline_color=(80, 180, 80),
-    outline_additional_pixel=True,
-    valid_input_characters="1234567890",
-    input_centered=True,
-    clear_input_on_click=True
-)
-INPUT_COLUMN = InputBox(
-    position=(_gui_x, _gui_y + _ib_height + 10),
-    dimensions=(_gui_width, _ib_height),
-    text="column",
-    box_color=(100, 200, 100),
-    bottom_strip_color=(120, 220, 120),
-    inner_box_color=(120, 220, 120),
-    outline_color=(80, 180, 80),
-    outline_additional_pixel=True,
-    valid_input_characters="1234567890",
-    input_centered=True,
-    clear_input_on_click=True
-)
-RANDOM_BUTTON = Button(
-    position=(_gui_x, _gui_y + 2 * _ib_height + 20),
-    dimensions=(_gui_width, _bt_height),
-    text="random",
-    box_color=(100, 200, 100),
-    outline_color=(80, 180, 80),
-    outline_additional_pixel=True
-)
-OK_BUTTON = Button(
-    position=(_gui_x, _gui_y + 2 * _ib_height + _bt_height + 30),
-    dimensions=(_gui_width, _bt_height),
-    text="ok",
-    box_color=(100, 200, 100),
-    outline_color=(80, 180, 80),
-    outline_additional_pixel=True
-)
-
 
 # ============== #
 # ==== MAPS ==== #

resources/data/params2.txt

@@ -1,200 +0,0 @@
-{"mine_type": "chained", "danger_cls": "weapon of mass destruction", "series": "SWX_5000", "specificity": "depth_mine", "indicator": "blue", "wire": "green"}
-{"mine_type": "chained", "danger_cls": "big bang", "series": "FX_500", "specificity": "fragmentation_mine", "indicator": "white", "wire": "green"}
-{"mine_type": "chained", "danger_cls": "weapon of mass destruction", "series": "TCH_2990inkjet", "specificity": "anti_tank", "indicator": "red", "wire": "green"}
-{"mine_type": "standard", "danger_cls": "cherry bomb", "series": "SWX_5000", "specificity": "anti_tank", "indicator": "red", "wire": "blue"}
-{"mine_type": "standard", "danger_cls": "big bang", "series": "SWX_5000", "specificity": "proximity_mine", "indicator": "green", "wire": "green"}
-{"mine_type": "time", "danger_cls": "weapon of mass destruction", "series": "TVY_2400h", "specificity": "proximity_mine", "indicator": "red", "wire": "red"}
-{"mine_type": "chained", "danger_cls": "casual devastator", "series": "SWX_4000", "specificity": "pressure_mine", "indicator": "red", "wire": "blue"}
-{"mine_type": "chained", "danger_cls": "weapon of mass destruction", "series": "WORKHORSE_3200", "specificity": "fragmentation_mine", "indicator": "red", "wire": "blue"}
-{"mine_type": "time", "danger_cls": "weapon of mass destruction", "series": "TVY_2400", "specificity": "anti_tank", "indicator": "green", "wire": "red"}
-{"mine_type": "time", "danger_cls": "big bang", "series": "SWX_4000", "specificity": "fragmentation_mine", "indicator": "red", "wire": "red"}
-{"mine_type": "chained", "danger_cls": "weapon of mass destruction", "series": "TCH_2990toner", "specificity": "anti_tank", "indicator": "white", "wire": "green"}
-{"mine_type": "time", "danger_cls": "casual devastator", "series": "TVY_2400", "specificity": "anti_aircraft", "indicator": "blue", "wire": "red"}
-{"mine_type": "time", "danger_cls": "cherry bomb", "series": "SWX_4000", "specificity": "anti_tank", "indicator": "green", "wire": "green"}
-{"mine_type": "standard", "danger_cls": "radioactive", "series": "SWX_4000", "specificity": "anti_tank", "indicator": "red", "wire": "blue"}
-{"mine_type": "time", "danger_cls": "radioactive", "series": "TCH_2990inkjet", "specificity": "proximity_mine", "indicator": "blue", "wire": "red"}
-{"mine_type": "time", "danger_cls": "radioactive", "series": "TCH_2990toner", "specificity": "anti_tank", "indicator": "blue", "wire": "red"}
-{"mine_type": "chained", "danger_cls": "cherry bomb", "series": "TVY_2400", "specificity": "anti_aircraft", "indicator": "red", "wire": "blue"}
-{"mine_type": "time", "danger_cls": "weapon of mass destruction", "series": "TVY_2400", "specificity": "anti_tank", "indicator": "red", "wire": "red"}
-{"mine_type": "standard", "danger_cls": "weapon of mass destruction", "series": "TVY_2400", "specificity": "pressure_mine", "indicator": "red", "wire": "blue"}
-{"mine_type": "standard", "danger_cls": "radioactive", "series": "TVY_2400", "specificity": "proximity_mine", "indicator": "white", "wire": "blue"}
-{"mine_type": "standard", "danger_cls": "radioactive", "series": "FX_500", "specificity": "anti_tank", "indicator": "blue", "wire": "blue"}
-{"mine_type": "time", "danger_cls": "weapon of mass destruction", "series": "SWX_5000", "specificity": "anti_tank", "indicator": "blue", "wire": "red"}
-{"mine_type": "time", "danger_cls": "casual devastator", "series": "TVY_2400", "specificity": "pressure_mine", "indicator": "red", "wire": "green"}
-{"mine_type": "time", "danger_cls": "big bang", "series": "SWX_4000", "specificity": "anti_personnel", "indicator": "blue", "wire": "red"}
-{"mine_type": "time", "danger_cls": "big bang", "series": "TVY_2400", "specificity": "proximity_mine", "indicator": "red", "wire": "red"}
-{"mine_type": "standard", "danger_cls": "weapon of mass destruction", "series": "SWX_4000", "specificity": "anti_tank", "indicator": "white", "wire": "blue"}
-{"mine_type": "chained", "danger_cls": "weapon of mass destruction", "series": "TVY_2400h", "specificity": "pressure_mine", "indicator": "green", "wire": "blue"}
-{"mine_type": "time", "danger_cls": "casual devastator", "series": "TCH_2990toner", "specificity": "pressure_mine", "indicator": "white", "wire": "red"}
-{"mine_type": "chained", "danger_cls": "casual devastator", "series": "SWX_5000", "specificity": "anti_tank", "indicator": "white", "wire": "blue"}
-{"mine_type": "chained", "danger_cls": "weapon of mass destruction", "series": "FX_500", "specificity": "anti_personnel", "indicator": "blue", "wire": "green"}
-{"mine_type": "chained", "danger_cls": "cherry bomb", "series": "FX_500", "specificity": "proximity_mine", "indicator": "white", "wire": "blue"}
-{"mine_type": "chained", "danger_cls": "casual devastator", "series": "TVY_2400h", "specificity": "proximity_mine", "indicator": "green", "wire": "blue"}
-{"mine_type": "chained", "danger_cls": "weapon of mass destruction", "series": "TVY_2400h", "specificity": "anti_personnel", "indicator": "green", "wire": "green"}
-{"mine_type": "time", "danger_cls": "cherry bomb", "series": "SWX_5000", "specificity": "anti_aircraft", "indicator": "red", "wire": "red"}
-{"mine_type": "standard", "danger_cls": "weapon of mass destruction", "series": "TVY_2400", "specificity": "fragmentation_mine", "indicator": "white", "wire": "blue"}
-{"mine_type": "standard", "danger_cls": "weapon of mass destruction", "series": "TVY_2400h", "specificity": "pressure_mine", "indicator": "red", "wire": "blue"}
-{"mine_type": "time", "danger_cls": "casual devastator", "series": "WORKHORSE_3200", "specificity": "anti_tank", "indicator": "red", "wire": "red"}
-{"mine_type": "chained", "danger_cls": "casual devastator", "series": "TVY_2400h", "specificity": "anti_tank", "indicator": "red", "wire": "blue"}
-{"mine_type": "chained", "danger_cls": "casual devastator", "series": "TVY_2400h", "specificity": "proximity_mine", "indicator": "yellow", "wire": "blue"}
-{"mine_type": "standard", "danger_cls": "casual devastator", "series": "TVY_2400", "specificity": "proximity_mine", "indicator": "yellow", "wire": "blue"}
-{"mine_type": "chained", "danger_cls": "cherry bomb", "series": "FX_500", "specificity": "fragmentation_mine", "indicator": "yellow", "wire": "blue"}
-{"mine_type": "time", "danger_cls": "weapon of mass destruction", "series": "TCH_2990inkjet", "specificity": "depth_mine", "indicator": "yellow", "wire": "red"}
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-{"mine_type": "time", "danger_cls": "big bang", "series": "SWX_4000", "specificity": "depth_mine", "indicator": "white", "wire": "red"}
-{"mine_type": "standard", "danger_cls": "weapon of mass destruction", "series": "TVY_2400", "specificity": "anti_tank", "indicator": "white", "wire": "blue"}
-{"mine_type": "standard", "danger_cls": "radioactive", "series": "TCH_2990inkjet", "specificity": "pressure_mine", "indicator": "blue", "wire": "blue"}
-{"mine_type": "time", "danger_cls": "radioactive", "series": "TVY_2400h", "specificity": "proximity_mine", "indicator": "green", "wire": "red"}
-{"mine_type": "time", "danger_cls": "radioactive", "series": "FX_500", "specificity": "fragmentation_mine", "indicator": "white", "wire": "green"}
-{"mine_type": "standard", "danger_cls": "radioactive", "series": "TCH_2990inkjet", "specificity": "anti_tank", "indicator": "red", "wire": "green"}
-{"mine_type": "chained", "danger_cls": "casual devastator", "series": "SWX_4000", "specificity": "anti_aircraft", "indicator": "red", "wire": "green"}
-{"mine_type": "time", "danger_cls": "casual devastator", "series": "WORKHORSE_3200", "specificity": "depth_mine", "indicator": "red", "wire": "red"}
-{"mine_type": "standard", "danger_cls": "cherry bomb", "series": "TCH_2990inkjet", "specificity": "fragmentation_mine", "indicator": "blue", "wire": "blue"}
-{"mine_type": "chained", "danger_cls": "radioactive", "series": "WORKHORSE_3200", "specificity": "pressure_mine", "indicator": "yellow", "wire": "blue"}