Merge pull request 'Merge old branches to refactor due to merge it with master' (#22) from tree into refactor

Reviewed-on: #22

.gitignore

@@ -1,2 +1,3 @@
 __pycache__/
 .idea/
+tree.png

Climate.py

@@ -0,0 +1,49 @@
+#THESE DICTIONARIES ARE USED FOR DISPLAY AND FOR DOCUMENTATION PURPOSES
+
+seasons={
+            0:"zima",
+            1:"wiosna",
+            2:"lato",
+            3:"jesien"}
+
+time={
+            0:"rano",
+            1:"poludnie",
+            2:"wieczor", 
+            3:"noc"}
+
+rain={
+    0:"brak",
+    1:"lekki deszcz",
+    2:"normalny deszcz",
+    3:"ulewa"
+}
+
+temperature={
+                0:"bardzo zimno",
+                1:"zimno",
+                2:"przecietnie",
+                3:"cieplo",
+                4:"upal",}
+
+def getNextSeason(season):
+    if(season==3):
+        return 0
+    else:
+        return season+1
+    
+def getNextTime(currentTime):
+    if(currentTime==3):
+        return 0
+    else:
+        return currentTime+1
+    
+def getAmount(type):
+    if(type=="seasons"):
+        return len(seasons)
+    if(type=="rain"):
+        return len(rain)
+    if(type=="time"):
+        return len(time)
+    if(type=="temperature"):
+        return len(temperature)

Condition.py

@@ -0,0 +1,47 @@
+import random
+import Climate
+import Ui
+
+class Condition:
+    def __init__(self):
+        self.season=self.setRandomSeason()
+        self.currentTime=self.setRandomTime()
+        self.rain=self.setRandomRain()
+        self.temperature=self.setRandomRain()
+        self.clock=0
+
+    def setRandomSeason(self):
+        return self.randomizer(Climate.getAmount("seasons"))
+        
+    def setRandomTime(self):
+        return self.randomizer(Climate.getAmount("time"))
+    
+    def setRandomRain(self):
+        return self.randomizer(Climate.getAmount("rain"))
+
+    def setRandomTemperature(self):
+        return self.randomizer(Climate.getAmount("temperature"))
+
+    def randomizer(self,max):
+        return random.randint(0,max-1)
+    
+    def cycle(self):
+        if(self.clock==11):
+            self.currentTime=0
+            self.rain=self.setRandomRain()
+            self.temperature=self.setRandomTemperature()
+            self.season=Climate.getNextSeason(self.season)
+            self.clock=0
+            return
+        else:
+            self.currentTime=Climate.getNextTime(self.currentTime)
+            self.rain=self.setRandomRain()
+            self.temperature=self.setRandomTemperature()
+            self.clock=self.clock+1
+
+    def return_condition(self):
+        return [self.temperature,self.rain,self.season,self.currentTime]
+
+
+    def getCondition(self):
+        return ([Climate.temperature[self.temperature],Climate.rain[self.rain],Climate.seasons[self.season],Climate.time[self.currentTime]])

Data/dataTree2.csv

@@ -0,0 +1,248 @@
+plant_water_level,growth,disease,fertility,tractor_water_level,temperature,rain,season,current_time,action
+1,20,0,40,60,2,0,2,1,1
+20,40,0,40,60,2,0,2,1,1
+87,20,0,40,60,2,0,2,1,0
+27,43,1,40,60,2,0,2,1,0
+89,56,1,40,60,2,1,1,1,0
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+1,30,0,52,100,2,0,0,3,0
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+79,68,0,56,90,1,0,2,2,1
+75,22,0,25,95,1,0,3,2,1
+100,51,0,33,12,0,0,2,2,0
+90,70,0,71,81,0,0,2,1,0
+47,26,0,6,78,4,0,1,1,1
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+99,19,0,74,91,2,0,3,0,0
+18,48,0,15,32,2,0,3,0,1
+5,57,0,14,34,0,1,1,3,1
+22,67,0,9,5,0,1,2,2,0
+95,81,0,46,86,1,1,3,1,0
+39,65,0,84,0,1,1,0,0,0
+84,75,0,30,0,2,1,1,1,0
+86,41,0,2,67,2,1,2,2,0
+64,53,0,53,47,1,1,3,3,1
+69,61,0,0,73,2,1,0,0,0
+94,40,1,0,18,3,1,1,2,0
+62,82,1,20,50,4,1,2,3,0
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+59,88,1,34,87,0,3,2,1,0
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+9,3,0,56,34,3,1,0,1,1
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+3,4,0,11,30,4,1,3,1,1
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+7,11,0,54,19,4,1,0,2,1
+8,20,0,43,22,4,1,1,1,1
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+14,2,0,92,9,2,1,3,0,1
+1,6,0,5,10,4,3,1,3,0
+2,7,0,4,20,4,3,2,2,0
+3,4,0,11,30,4,3,3,1,0
+4,5,0,43,5,2,3,1,2,0
+5,6,0,9,17,2,3,2,1,0
+6,2,0,98,18,4,3,3,1,0
+7,11,0,54,19,4,3,0,2,0
+8,20,0,43,22,4,3,1,1,0
+9,30,0,65,43,4,3,2,3,0
+10,60,0,87,50,1,3,3,3,0
+11,80,0,63,76,1,3,0,2,0
+12,95,0,75,32,1,3,1,1,0
+13,76,0,30,43,2,3,2,0,0
+14,2,0,92,9,2,3,3,0,0

Drzewo.py

@@ -0,0 +1,29 @@
+from sklearn import tree as skltree
+import pandas,os
+import matplotlib.pyplot as plt
+
+atributes=['plant_water_level','growth','disease','fertility','tractor_water_level','temperature','rain','season','current_time'] #Columns in CSV file has to be in the same order
+class Drzewo:
+    def __init__(self):
+        self.tree=self.treeLearn()
+
+    def treeLearn(self):
+        csvdata=pandas.read_csv('Data/dataTree.csv')
+        #csvdata = pandas.read_csv('Data/dataTree2.csv')
+        x=csvdata[atributes]
+        decision=csvdata['action']
+        self.tree=skltree.DecisionTreeClassifier()
+        self.tree=self.tree.fit(x.values,decision)
+
+    def plotTree(self):
+        plt.figure(figsize=(20,30))
+        skltree.plot_tree(self.tree,filled=True,feature_names=atributes)
+        plt.title("Drzewo decyzyjne wytrenowane na przygotowanych danych: ")
+        plt.savefig('tree.png')
+        #plt.show()
+    def makeDecision(self,values):
+        action=self.tree.predict([values]) #0- nie podlewac, 1-podlewac
+        if(action==[0]):
+            return "Nie"
+        if(action==[1]):
+            return "Tak"

Image.py

@@ -37,7 +37,7 @@ class Image:
         self.gasStation_image=pygame.transform.scale(gasStation,(dCon.CUBE_SIZE,dCon.CUBE_SIZE))
 
     def return_random_plant(self):
-        x=random.randint(0,7)
+        x=random.randint(0,5) #disabled dirt and mud generation
         keys=list(self.plants_image_dict.keys())
         plant=keys[x]
         return (plant,self.plants_image_dict[plant])

Pole.py

@@ -53,7 +53,10 @@ class Pole:
         time.sleep(3)
         #self.ui.render_text("Randomizing Crops")
         for coordinates in self.slot_dict:
-            if(coordinates==(0,0) or coordinates in stoneList or coordinates == self.gasStation):
+            if(stoneFlag):
+                if( coordinates in stoneList or coordinates == self.gasStation ):
+                    continue
+            if(coordinates==(0,0)):
                 continue
             else:
                 self.slot_dict[coordinates].set_random_plant()

Roslina.py

@@ -110,8 +110,14 @@ class Roslina:
     def return_stan(self):
         return self.stan
     
+    def return_stan_for_tree(self):
+        return self.stan.return_stan_for_tree()
+    
     def get_hydrate_stats(self):
         return self.stan.return_hydrate()
     
     def report_status(self):
         return f"Nazwa rosliny: {self.nazwa} "+self.stan.report_all()
+    
+    def return_status_tree(self):
+        return self.stan.return_stan_for_tree()

Slot.py

@@ -22,8 +22,12 @@ class Slot:
         pygame.draw.rect(self.screen,Colors.BLACK,self.field,BORDER_THICKNESS) #Draw border
         pygame.display.update()
     
-    def redraw_image(self):
+    def redraw_image(self, destroy = True):
+        if destroy:
             self.mark_visited()
+        else:
+            self.screen.blit(self.plant_image, (self.x_axis * dCon.CUBE_SIZE, self.y_axis * dCon.CUBE_SIZE))
+            pygame.draw.rect(self.screen, Colors.BLACK, self.field, BORDER_THICKNESS)
 
     def mark_visited(self):
         plant,self.plant_image=self.image_loader.return_plant('road')
@@ -83,3 +87,5 @@ class Slot:
         elif(index==-1):
             pass
     
+    def return_stan_for_tree(self):
+        return self.plant.return_stan_for_tree()

Stan.py

@@ -5,7 +5,7 @@ class Stan:
     nawodnienie = None #[int] 0-100 (0-60: trzeba podlać), spada w zaleznosci od rosliny: aktualizowane bedzie "w tle"
     zyznosc = None #[int] 0-100 (0-60: trzeba użyźnić), spada w zaleznosci od rosliny: aktualizowane bedzie "w tle"
     wzrost = None #[int] 0-100 (75-100: scinanie), wzrasta w zaleznosci od rosliny: aktualizowane bedzie "w tle"
-    choroba = None #[string] brak, grzyb, bakteria, pasożyt
+    choroba = None #[int] brak-0,choroba-1
     akcja = None #[Akcja]
     koszt = None #[int] 0-15, im więcej tym trudniej wjechać
 
@@ -24,7 +24,7 @@ class Stan:
         self.nawodnienie=random.randint(0,100)
         self.zyznosc=random.randint(0,100)
         self.wzrost=random.randint(0,100)
-        self.choroba=random.choice(["brak","grzyb","bakteria","pasozyt"])
+        self.choroba=random.randint(0,1)
 
     def checkStan(self):
         # sprawdza stan rośliny i podejmuje akcje jeśli potrzebna
@@ -48,5 +48,19 @@ class Stan:
     def return_hydrate(self):
         return self.nawodnienie
     
+
+    def return_disease(self):
+        return self.choroba   
+    
+    def return_disease_as_string(self):
+        if(self.choroba==0):
+            return "Zdrowa"
+        if(self.choroba==1):
+            return "Chora"       
+        
+    def return_stan_for_tree(self):
+        return [self.nawodnienie,self.wzrost,self.choroba,self.zyznosc]
+    
     def report_all(self):
-        return f"Nawodnienie: {self.nawodnienie} Zyznosc: {self.zyznosc} Wzrost: {self.wzrost} Choroba: {self.choroba} Koszt wejścia: {self.koszt}"
+        return f"Nawodnienie: {self.nawodnienie} Zyznosc: {self.zyznosc} Wzrost: {self.wzrost} Choroba: {self.return_disease_as_string()}"
+    

Tractor.py

@@ -7,6 +7,14 @@ import displayControler as dCon
 import Slot
 import Osprzet
 import Node
+import Condition
+import Drzewo
+
+condition=Condition.Condition()
+drzewo=Drzewo.Drzewo()
+
+format_string = "{:<25}{:<25}{:<25}{:<10}{:<10}{:<10}{:<25}{:<15}{:<20}{:<10}{:<15}"
+
 
 tab = [-1, 0, 0, 0, 0, 1, 1, 1, 1, 1,
        1, 1, 1, 1, 1, 0, 1, 0, 1, 1,
@@ -39,7 +47,7 @@ class Tractor:
         self.clock=clock
         self.slot_hydrate_dict={}
         self.bfs2_flag=bfs2_flag
-
+        self.waterLevel=random.randint(0,100)
 
     def draw_tractor(self):
         self.screen.blit(self.current_tractor_image, (self.slot.x_axis * dCon.CUBE_SIZE, self.slot.y_axis * dCon.CUBE_SIZE))
@@ -57,6 +65,24 @@ class Tractor:
         self.current_tractor_image = self.tractor_images[self.direction]
         self.draw_tractor()
 
+    def tree_move(self, pole):
+        drzewo.treeLearn()
+        drzewo.plotTree()
+        self.snake_move_irrigation(pole, drzewo)
+    
+    def get_attributes(self): 
+        slot_attributes=self.slot.return_stan_for_tree()
+        climate_attributes=condition.return_condition()
+        attributes=[]
+        attributes=attributes+slot_attributes+[self.waterLevel]+climate_attributes
+        return attributes
+    
+    def get_attributes_for_print(self):
+        slot_attributes=self.slot.return_plant().return_status_tree()
+        climate_attributes=condition.getCondition()
+        slot_attributes=slot_attributes+[self.waterLevel]
+        return slot_attributes+climate_attributes
+
     def turn_right(self):
         # zmiana kierunku w prawo
         direction_map = {
@@ -69,7 +95,7 @@ class Tractor:
         self.current_tractor_image = self.tractor_images[self.direction]
         self.draw_tractor()
 
-    def move_forward(self, pole):
+    def move_forward(self, pole, destroy = True):
         next_slot_coordinates = None
         if self.direction == Tractor.DIRECTION_EAST:
             next_slot_coordinates = (self.slot.x_axis + 1, self.slot.y_axis)
@@ -85,12 +111,13 @@ class Tractor:
             self.current_tractor_image = self.tractor_images[self.direction]
 
         # sprawdzenie czy następny slot jest dobry
-        self.do_move_if_valid(pole,next_slot_coordinates)
+        self.do_move_if_valid(pole,next_slot_coordinates, destroy)
+        self.clock.tick(10)
 
-    def do_move_if_valid(self,pole, next_slot_coordinates):
+    def do_move_if_valid(self,pole, next_slot_coordinates, destroy = True):
         if next_slot_coordinates and pole.is_valid_move(next_slot_coordinates):
             next_slot = pole.get_slot_from_cord(next_slot_coordinates)
-            self.slot.redraw_image()
+            self.slot.redraw_image(destroy)
             self.slot = next_slot
             self.draw_tractor()
             return True
@@ -136,6 +163,34 @@ class Tractor:
                         self.snake_move(pole,x,y)
 
 
+    def snake_move_irrigation(self, pole, drzewo):
+        headers=['Wspolrzedne','Czy podlac','Poziom nawodnienia','Wzrost','Choroba','Zyznosc','Poziom wody w traktorze','Temperatura','Opady','Pora Roku','Aktualny czas']
+        print(format_string.format(*headers))
+        initPos = (self.slot.x_axis, self.slot.y_axis)
+        counter = 0
+        for i in range(initPos[1], dCon.NUM_Y):
+            for j in range(initPos[0], dCon.NUM_X):
+                attributes=self.get_attributes()
+                decision = drzewo.makeDecision(attributes)
+                self.pretty_print_tree([str("({:02d}, {:02d})").format(self.slot.x_axis, self.slot.y_axis),decision,*self.get_attributes_for_print()])
+                if decision == "Tak":
+                    self.slot.irrigatePlant()
+                    counter += 1
+                condition.cycle()
+                pygame.time.delay(50)
+                self.waterLevel=random.randint(0,100)
+                #condition.getCondition()
+                self.move_forward(pole, False)
+            if i % 2 == 0 and i != dCon.NUM_Y - 1:
+                self.turn_right()
+                self.move_forward(pole, False)
+                self.turn_right()
+            elif i != dCon.NUM_Y - 1:
+                self.turn_left()
+                self.move_forward(pole, False)
+                self.turn_left()
+        print("podlanych slotów: ", str(counter))
+
     def snake_move(self,pole,x,y):
         next_slot_coordinates=(x,y)
         if(self.do_move_if_valid(pole,next_slot_coordinates)):
@@ -180,9 +235,11 @@ class Tractor:
                 print("- Typ:", akcja.typ)
         else:
             print("Brak akcji przypisanych do tego sprzętu.")
+
+    def pretty_print_tree(self,attributes):
+        print(format_string.format(*attributes))
     def irrigateSlot(self):
         try:
             self.slot.irrigatePlant()
         except:
             pass
-

readme.txt

@@ -0,0 +1,7 @@
+Required packages:
+    pygame,matplotlib,sklearn,pandas
+    How to install:
+        pip install pygame
+        pip install matplotlib
+        pip install scikit-learn
+        pip install pandas

treeData.py

@@ -0,0 +1,87 @@
+tab = []
+def iter(odp, i):
+    if i == 0:
+        j = ""
+        for k in range(0, 101, 28):
+            odp += f"{k},"
+            odp = iter(odp, i + 1)
+            j = str(k)
+            odp = odp[:-(len(j) + 1)]
+        return odp
+    if i == 1:
+        j = ""
+        for k in range(0, 101, 28):
+            odp += f"{k},"
+            odp = iter(odp, i + 1)
+            j = str(k)
+            odp = odp[:-(len(j) + 1)]
+        return odp
+    if i == 2:
+        j = ""
+        for k in range(2):
+            odp += f"{k},"
+            odp = iter(odp, i + 1)
+            j = str(k)
+            odp = odp[:-(len(j) + 1)]
+        return odp
+    if i == 3:
+        j = ""
+        for k in range(0, 101, 34):
+            odp += f"{k},"
+            odp = iter(odp, i + 1)
+            j = str(k)
+            odp = odp[:-(len(j) + 1)]
+        return odp
+    if i == 4:
+        j = ""
+        for k in range(0, 101, 40):
+            odp += f"{k},"
+            odp = iter(odp, i + 1)
+            j = str(k)
+            odp = odp[:-(len(j) + 1)]
+        return odp
+    if i == 5:
+        j = ""
+        for k in range(0, 4, 2):
+            odp += f"{k},"
+            odp = iter(odp, i + 1)
+            j = str(k)
+            odp = odp[:-(len(j) + 1)]
+        return odp
+    if i == 6:
+        j = ""
+        for k in range(0, 4, 2):
+            odp += f"{k},"
+            odp = iter(odp, i + 1)
+            j = str(k)
+            odp = odp[:-(len(j) + 1)]
+        return odp
+    if i == 7:
+        j = ""
+        for k in range(0, 4, 2):
+            odp += f"{k},"
+            odp = iter(odp, i + 1)
+            j = str(k)
+            odp = odp[:-(len(j) + 1)]
+        return odp
+    if i == 8:
+        j=""
+        for k in range(4):
+            odp += f"{k},"
+            odp = iter(odp, i + 1)
+            j = str(k)
+            odp = odp[:-(len(j) + 1)]
+        return odp
+    if i == 9:
+        global licznik
+        x = odp.split(",")
+        if (int(x[0]) > 60 or int(x[1]) > 90 or int(x[2]) == 1 or int(x[3]) > 70 or int(x[4]) <= 10 or int(x[5]) == 0 or int(x[5]) == 4 or int(x[6]) == 2 or int(x[6]) == 3 or int(x[7]) == 0 or int(x[8]) == 1):
+            odp += "0"
+        else:
+            odp += "1"
+        print(odp)
+        tab.append(odp)
+        licznik += 1
+        return odp[:-1]
+
+iter("", 0)