mine_parameters and a json sample param file generator

decision_tree/hash_function.py

@@ -0,0 +1,91 @@
+from enum import Enum
+
+
+class Wire(Enum):
+    BLUE = 1, "blue"
+    GREEN = 2, "green"
+    RED = 3, "red"
+
+
+class TypeHash(Enum):
+    TIME = 90, "time"
+    CHAINED = 12, "chained"
+    STANDARD = 0, "standard"
+
+
+class DangerClassHash(Enum):
+    BIG_BANG = 64, "big bang"
+    WEAPON_OF_MASS_DESTRUCTION = 32, "weapon of mass destruction"
+    RADIOACTIVE = 16, "radioactive"
+    CASUAL_DEVASTATOR = 8, "casual devastator"
+    CHERRY_BOMB = 0, "cherry bomb"
+
+
+class SeriesHash(Enum):
+    TCH_2990TONER = 65, "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"
+
+
+class IndicatorHash(Enum):
+    RED = 10, "red"
+    YELLOW = 8, "yellow"
+    BLUE = 5, "blue"
+    GREEN = 2, "green"
+    WHITE = 0, "white"
+
+
+class SpecificityHash(Enum):
+    ANTI_AIRCRAFT = 55, "anti_aircraft"
+    ANTI_PERSONNEL = 43, "anti_personnel"
+    DEPTH_MINE = 37, "depth_mine"
+    ANTI_TANK = 26, "anti_tank"
+    PROXIMITY_MINE = 18, "proximity_mine"
+    PRESSURE_MINE = 9, "pressure_mine"
+    FRAGMENTATION_MINE = 0, "fragmentation_mine"
+
+
+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])
+
+
+def _get_wire_color(hash_sum):
+    if hash_sum < 0.4 * MAX_VALUE:
+        return Wire.BLUE
+    elif hash_sum <= 0.6 * MAX_VALUE:
+        return Wire.GREEN
+    else:
+        return Wire.RED
+
+
+# STRING ARGUMENTS
+def get_wire_from_str(mine_type: str, danger_cls: str, series: str, indicator: str, specificity: 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]
+
+    hash_sum = type_hash + danger_cls_hash + series_hash + indicator_hash + specificity_hash
+    return _get_wire_color(hash_sum)
+
+
+# ENUM ARGUMENTS
+def get_wire_from_enums(
+        mine_type: TypeHash,
+        danger_cls: DangerClassHash,
+        series: SeriesHash,
+        indicator: IndicatorHash,
+        specificity: SpecificityHash):
+
+    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)

decision_tree/mine_parameters.py

@@ -0,0 +1,45 @@
+import random
+import hash_function as hf
+
+
+class MineParameters:
+
+    def __init__(self, jdict=None, mine_type=None):
+        if jdict is None:
+            self.mine_type = random.choice(list(hf.TypeHash))
+            self.danger_cls = random.choice(list(hf.DangerClassHash))
+            self.series = random.choice(list(hf.SeriesHash))
+            self.indicator = random.choice(list(hf.IndicatorHash))
+            self.specificity = random.choice(list(hf.SpecificityHash))
+        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"]
+
+        if mine_type is not None:
+            self.mine_type = mine_type
+
+    def jsonifyable_dict(self):
+        wire = hf.get_wire_from_enums(
+            self.mine_type, self.danger_cls, self.series,
+            self.indicator, self.specificity
+        )
+
+        jdict = {
+            "mine_type": self.mine_type.value[1],
+            "danger_cls": self.danger_cls.value[1],
+            "series": self.series.value[1],
+            "specificity": self.specificity.value[1],
+            "indicator": self.indicator.value[1],
+            "wire": wire.value[1]
+        }
+        return jdict
+
+    def get_parameters(self):
+        return self.mine_type, self.danger_cls, self.series,\
+               self.specificity, self.indicator
+
+
+

decision_tree/parameter_json.py

@@ -0,0 +1,38 @@
+import json
+import mine_parameters as param
+import os
+
+
+# this module is self contained, used to generate a json file
+DIR_DATA = os.path.join("../resources", "data")
+
+
+# just to show, how mine parameters works
+def param_presents():
+    mine = param.MineParameters()
+    print(mine.jsonifyable_dict())
+
+    json_mine = json.dumps(mine.jsonifyable_dict())
+    print(json_mine)
+
+    new_mine = param.MineParameters(json.loads(json_mine))
+    print(new_mine.get_parameters())
+
+
+def generate_data(file_name: str, lines: int):
+    file = open(os.path.join(DIR_DATA, file_name), "w")
+
+    for x in range(lines):
+        new_params = json.dumps(param.MineParameters().jsonifyable_dict())
+        file.write(new_params)
+        file.write("\n")
+
+    file.close()
+
+
+def main():
+    generate_data("params3.txt", 20000)
+
+
+if __name__ == "__main__":
+    main()

mines/hash_function.py

@@ -1,91 +0,0 @@
-from enum import Enum
-
-
-class Wire(Enum):
-    BLUE = 1
-    GREEN = 2
-    RED = 3
-
-
-class TypeHash(Enum):
-    TIME = 90
-    CHAINED = 12
-    STANDARD = 0
-
-
-class DangerClassHash(Enum):
-    BIG_BANG = 64
-    WEAPON_OF_MASS_DESTRUCTION = 32
-    RADIOACTIVE = 16
-    CASUAL_DEVASTATOR = 8
-    CHERRY_BOMB = 0
-
-
-class SeriesHash(Enum):
-    TCH_2990TONER = 65
-    TCH_2990INKJET = 64
-    TVY_2400H = 55
-    SWX_5000 = 53
-    SWX_4000 = 50
-    WORKFORCE_3200 = 43
-    FX_500 = 40
-    TVY_2400 = 23
-
-
-class IndicatorHash(Enum):
-    RED = 10
-    YELLOW = 8
-    BLUE = 5
-    GREEN = 2
-    WHITE = 0
-
-
-class SpecificityHash(Enum):
-    ANTI_AIRCRAFT = 55
-    ANTI_PERSONNEL = 43
-    DEPTH_MINE = 37
-    ANTI_TANK = 26
-    PROXIMITY_MINE = 18
-    PRESSURE_MINE = 9
-    FRAGMENTATION_MINE = 0
-
-
-MAX_VALUE = max([elem.value for elem in TypeHash]) \
-    + max([elem.value for elem in DangerClassHash]) \
-    + max([elem.value for elem in SeriesHash]) \
-    + max([elem.value for elem in IndicatorHash]) \
-    + max([elem.value for elem in SpecificityHash])
-
-
-def _get_wire_color(hash_sum):
-    if hash_sum < 0.4 * MAX_VALUE:
-        return Wire.BLUE
-    elif hash_sum <= 0.6 * MAX_VALUE:
-        return Wire.GREEN
-    else:
-        return Wire.RED
-
-
-# STRING ARGUMENTS
-def get_wire_from_str(mine_type: str, danger_cls: str, series: str, indicator: str, specificity: str):
-
-    type_hash = TypeHash[mine_type.upper()].value
-    danger_cls_hash = DangerClassHash[danger_cls.upper()].value
-    series_hash = SeriesHash[series.upper()].value
-    indicator_hash = IndicatorHash[indicator.upper()].value
-    specificity_hash = SpecificityHash[specificity.upper()].value
-
-    hash_sum = type_hash + danger_cls_hash + series_hash + indicator_hash + specificity_hash
-    return _get_wire_color(hash_sum)
-
-
-# ENUM ARGUMENTS
-def get_wire_from_enums(
-        mine_type: TypeHash,
-        danger_cls: DangerClassHash,
-        series: SeriesHash,
-        indicator: IndicatorHash,
-        specificity: SpecificityHash):
-
-    hash_sum = mine_type.value + danger_cls.value + series.value + indicator.value + specificity.value
-    return _get_wire_color(hash_sum)

resources/data/params2.txt

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