Compare commits
6 Commits
7c7a485d6b
...
971746a0f8
Author | SHA1 | Date | |
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971746a0f8 | |||
afae656d76 | |||
9ebac46bef | |||
0b494d694d | |||
3713ccc8ff | |||
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7a14a94b1e |
@ -26,7 +26,7 @@ class Condition:
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return random.randint(0,max-1)
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def cycle(self):
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if(self.clock==12):
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if(self.clock==11):
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self.currentTime=0
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self.rain=self.setRandomRain()
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self.temperature=self.setRandomTemperature()
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@ -44,4 +44,4 @@ class Condition:
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def getCondition(self):
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print(f"Aktualny czas: {Climate.time[self.currentTime]},opady: {Climate.rain[self.rain]},temperatura: {Climate.temperature[self.temperature]}, pora roku: {Climate.seasons[self.season]}")
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return ([Climate.temperature[self.temperature],Climate.rain[self.rain],Climate.seasons[self.season],Climate.time[self.currentTime]])
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248
Data/dataTree2.csv
Normal file
248
Data/dataTree2.csv
Normal file
@ -0,0 +1,248 @@
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plant_water_level,growth,disease,fertility,tractor_water_level,temperature,rain,season,current_time,action
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1,20,0,40,60,2,0,2,1,1
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20,40,0,40,60,2,0,2,1,1
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87,20,0,40,60,2,0,2,1,0
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27,43,1,40,60,2,0,2,1,0
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89,56,1,40,60,2,1,1,1,0
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67,100,1,37,55,1,3,3,3,0
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67,40,1,87,90,4,0,1,0,0
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1,20,0,40,60,2,0,0,1,0
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20,40,0,40,60,2,0,0,1,0
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87,20,0,56,45,2,0,0,2,0
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27,43,1,40,60,2,0,0,3,0
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89,56,1,40,89,2,1,0,1,0
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67,100,1,37,55,1,3,0,3,0
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67,40,1,87,90,4,0,0,0,0
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1,100,0,45,20,2,0,2,1,0
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20,100,0,40,34,0,1,2,0,0
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87,100,0,56,60,2,0,1,1,0
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27,100,0,89,67,1,2,2,2,0
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89,100,0,40,60,2,1,1,1,0
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76,100,0,37,55,1,3,3,3,0
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67,100,0,87,90,4,0,1,0,0
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1,20,0,40,0,2,0,2,1,0
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20,40,0,40,0,2,0,2,1,0
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87,20,0,40,0,2,0,2,1,0
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27,43,1,40,0,2,0,2,1,0
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89,56,1,40,0,2,1,1,1,0
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67,100,1,37,0,1,3,3,3,0
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67,40,1,87,0,4,0,1,0,0
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1,20,0,40,0,2,0,0,1,0
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20,40,0,40,0,2,0,0,1,0
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87,20,0,56,0,2,0,0,2,0
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27,43,1,40,0,2,0,0,3,0
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89,56,1,40,0,2,1,0,1,0
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67,100,1,37,0,1,3,0,3,0
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67,40,1,87,0,4,0,0,0,0
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1,100,0,45,0,2,0,2,1,0
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20,100,0,40,0,0,1,2,0,0
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87,100,0,56,0,2,0,1,1,0
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27,100,0,89,0,1,2,2,2,0
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89,100,0,40,0,2,1,1,1,0
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76,100,0,37,0,1,3,3,3,0
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67,100,0,87,0,4,0,1,0,0
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1,45,0,56,44,2,1,1,1,1
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20,55,0,43,34,2,0,2,2,1
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15,23,0,23,26,2,1,3,3,1
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45,67,0,12,67,3,0,1,0,1
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59,88,0,34,87,3,0,2,1,1
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32,32,0,32,90,3,0,3,2,1
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44,43,0,19,27,2,0,1,3,1
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33,11,0,28,76,2,0,2,0,1
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54,90,0,44,5,3,0,3,1,1
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21,76,0,50,25,3,1,1,2,1
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29,64,0,38,36,2,0,2,3,1
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11,54,0,65,44,3,1,1,2,1
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23,55,0,34,43,3,0,2,1,1
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51,32,0,32,62,3,1,3,3,1
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54,76,0,21,76,2,0,1,2,1
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95,88,0,43,78,2,0,2,1,0
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23,23,0,23,9,2,0,3,3,1
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44,34,0,91,72,3,0,1,0,1
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33,11,0,82,67,3,0,2,2,1
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45,9,0,44,50,2,0,3,3,1
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21,67,0,50,52,2,1,1,0,1
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92,46,0,83,63,3,0,2,1,0
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20,55,1,43,34,0,0,2,2,0
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15,23,1,23,26,0,1,3,3,0
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45,67,1,12,67,0,0,1,0,0
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59,88,1,34,87,0,0,2,1,0
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32,32,0,32,90,0,0,3,2,0
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||||
44,43,0,19,27,4,0,1,3,0
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||||
33,11,0,28,76,4,0,2,0,0
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||||
54,90,0,44,5,4,0,3,1,0
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||||
21,76,0,50,25,4,1,1,2,0
|
||||
29,64,0,38,36,4,0,2,3,0
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||||
11,54,0,65,44,0,1,1,2,0
|
||||
23,55,0,34,43,0,0,2,1,0
|
||||
51,32,0,32,62,0,1,3,3,0
|
||||
80,76,1,39,7,3,0,1,0,0
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||||
98,77,0,15,91,1,3,2,3,0
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||||
3,48,1,73,41,2,2,0,3,0
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||||
20,15,1,97,87,4,1,2,1,0
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||||
93,6,0,37,0,0,1,0,1,0
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||||
4,31,0,1,5,2,3,1,2,0
|
||||
42,52,0,33,19,3,2,3,0,0
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||||
76,43,0,77,18,4,0,0,3,0
|
||||
31,13,1,21,42,0,1,2,3,0
|
||||
96,65,1,63,35,1,3,3,2,0
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||||
29,39,0,40,37,3,3,0,0,0
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||||
82,53,0,55,9,0,1,3,2,0
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||||
21,35,0,58,1,1,2,2,0,0
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||||
92,98,0,69,16,3,0,0,1,0
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||||
34,23,0,95,2,2,3,0,3,0
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||||
36,28,0,62,22,0,1,1,1,0
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||||
66,88,1,10,85,3,1,2,3,0
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||||
53,51,0,79,90,2,2,3,2,0
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||||
9,74,0,60,4,4,1,2,3,1
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||||
17,0,0,38,58,1,2,3,0,0
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||||
12,76,0,50,25,3,1,1,2,1
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||||
92,64,0,38,36,2,0,2,3,0
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||||
11,54,0,65,44,3,1,1,2,1
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||||
32,55,0,34,43,3,0,2,1,1
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||||
15,32,0,32,62,3,1,3,3,1
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||||
45,76,0,21,76,2,0,1,2,1
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||||
59,88,0,43,78,2,0,2,1,1
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||||
32,23,0,23,9,2,0,3,3,1
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||||
14,34,0,91,72,3,0,1,0,1
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||||
13,11,0,82,67,3,0,2,2,1
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||||
45,9,0,44,50,2,0,3,3,1
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||||
21,67,0,50,52,2,1,1,0,1
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||||
92,46,0,83,63,3,0,2,1,0
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||||
2,40,1,34,43,1,3,2,2,0
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||||
51,32,1,32,62,2,1,3,3,0
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||||
54,76,1,21,76,3,0,1,0,0
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||||
98,38,0,50,44,4,0,1,0,0
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||||
63,7,0,93,79,2,0,2,1,1
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||||
91,59,0,94,24,4,0,3,2,0
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||||
11,49,0,54,76,2,0,1,3,1
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||||
33,31,0,59,39,3,0,1,3,1
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||||
28,50,0,26,0,4,0,2,2,0
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||||
54,83,0,36,0,3,0,2,1,0
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49,78,0,68,0,2,0,3,2,0
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59,21,0,43,100,1,0,3,2,1
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1,30,0,52,100,2,0,0,3,0
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60,9,0,40,40,3,0,0,3,0
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||||
85,94,0,87,85,4,0,1,3,0
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||||
79,68,0,56,90,1,0,2,2,1
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||||
75,22,0,25,95,1,0,3,2,1
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||||
100,51,0,33,12,0,0,2,2,0
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||||
90,70,0,71,81,0,0,2,1,0
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47,26,0,6,78,4,0,1,1,1
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||||
14,89,0,70,18,4,0,1,0,1
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||||
99,19,0,74,91,2,0,3,0,0
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||||
18,48,0,15,32,2,0,3,0,1
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||||
5,57,0,14,34,0,1,1,3,1
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||||
22,67,0,9,5,0,1,2,2,0
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||||
95,81,0,46,86,1,1,3,1,0
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||||
39,65,0,84,0,1,1,0,0,0
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||||
84,75,0,30,0,2,1,1,1,0
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||||
86,41,0,2,67,2,1,2,2,0
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||||
64,53,0,53,47,1,1,3,3,1
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||||
69,61,0,0,73,2,1,0,0,0
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||||
94,40,1,0,18,3,1,1,2,0
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||||
62,82,1,20,50,4,1,2,3,0
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||||
57,1,1,17,92,0,1,3,2,0
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||||
80,35,1,58,45,0,0,3,1,0
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||||
30,47,1,8,47,1,0,2,1,0
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||||
82,32,0,99,39,1,3,1,3,0
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||||
20,84,0,0,51,2,3,2,3,0
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42,88,0,0,54,2,2,2,0,0
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||||
66,45,0,91,10,3,2,1,0,0
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||||
81,14,0,19,55,3,0,1,2,1
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||||
74,37,0,88,78,4,0,3,2,1
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||||
89,99,0,100,60,4,0,3,3,0
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||||
15,20,0,45,11,0,0,1,3,1
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||||
92,28,0,85,90,2,0,1,1,0
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55,4,0,13,95,2,0,2,1,1
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||||
2,6,0,35,0,2,0,2,0,0
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||||
61,56,0,90,0,2,0,3,0,0
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76,11,0,61,10,3,0,3,1,1
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26,80,0,57,9,3,0,1,2,1
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40,44,0,81,8,3,0,2,3,1
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50,66,0,23,7,3,0,3,0,1
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48,15,0,77,6,2,0,0,1,0
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11,54,0,65,44,3,3,1,2,0
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23,55,0,34,43,3,3,2,1,0
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51,32,0,32,62,3,3,3,3,0
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54,76,0,21,76,2,3,1,2,0
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95,88,0,43,78,2,3,2,1,0
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23,23,0,23,9,2,3,3,3,0
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||||
44,34,0,91,72,3,3,1,0,0
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33,11,0,82,67,3,3,2,2,0
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||||
45,9,0,44,50,2,3,3,3,0
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||||
21,67,0,50,52,2,3,1,0,0
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92,46,0,83,63,3,3,2,1,0
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20,55,1,43,34,0,3,2,2,0
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15,23,1,23,26,0,3,3,3,0
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45,67,1,12,67,0,3,1,0,0
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59,88,1,34,87,0,3,2,1,0
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32,32,0,32,90,0,3,3,2,0
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1,60,0,55,11,0,1,0,0,1
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2,70,0,44,12,1,1,0,1,1
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3,44,0,11,13,2,1,0,2,1
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4,55,0,34,66,3,0,0,3,1
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5,66,0,90,77,0,0,1,2,1
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6,22,0,89,88,0,0,2,2,1
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7,1,0,45,9,0,1,2,3,1
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8,2,0,34,22,3,1,2,3,1
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9,3,0,56,34,3,1,0,1,1
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10,6,0,78,5,3,0,3,1,1
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11,8,0,36,67,2,0,0,0,1
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12,59,0,57,23,2,1,1,0,1
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13,67,0,29,34,1,1,0,1,1
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14,20,0,30,90,1,1,2,2,1
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15,21,0,66,89,0,1,3,3,1
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44,100,0,91,72,3,3,1,0,0
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33,100,0,82,67,3,3,2,2,0
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45,100,0,44,50,2,3,3,3,0
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21,100,0,50,52,2,3,1,0,0
|
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92,100,0,83,63,3,3,2,1,0
|
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20,100,1,43,34,0,3,2,2,0
|
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15,100,1,23,26,0,3,3,3,0
|
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45,100,1,12,67,0,3,1,0,0
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59,100,1,34,87,0,3,2,1,0
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32,100,0,32,90,0,3,3,2,0
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1,100,0,55,11,0,1,0,0,0
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2,100,0,44,12,1,1,0,1,0
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3,100,0,11,13,2,1,0,2,0
|
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4,100,0,34,66,3,0,0,3,0
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5,100,0,90,77,0,0,1,2,0
|
||||
6,100,0,89,88,0,0,2,2,0
|
||||
7,100,0,45,9,0,1,2,3,0
|
||||
8,100,0,34,22,3,1,2,3,0
|
||||
9,100,0,56,34,3,1,0,1,0
|
||||
10,100,0,78,5,3,0,3,1,0
|
||||
11,100,0,36,67,2,0,0,0,0
|
||||
12,100,0,57,23,2,1,1,0,0
|
||||
13,100,0,29,34,1,1,0,1,0
|
||||
14,100,0,30,90,1,1,2,2,0
|
||||
15,100,0,66,89,0,1,3,3,0
|
||||
1,6,0,5,10,4,1,1,3,1
|
||||
2,7,0,4,20,4,1,2,2,1
|
||||
3,4,0,11,30,4,1,3,1,1
|
||||
4,5,0,43,5,2,0,1,2,1
|
||||
5,6,0,9,17,2,0,2,1,1
|
||||
6,2,0,98,18,4,0,3,1,1
|
||||
7,11,0,54,19,4,1,0,2,1
|
||||
8,20,0,43,22,4,1,1,1,1
|
||||
9,30,0,65,43,4,1,2,3,1
|
||||
10,60,0,87,50,1,0,3,3,1
|
||||
11,80,0,63,76,1,0,0,2,1
|
||||
12,95,0,75,32,1,1,1,1,1
|
||||
13,76,0,30,43,2,1,2,0,1
|
||||
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
|
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14,2,0,92,9,2,3,3,0,0
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|
@ -9,20 +9,21 @@ class Drzewo:
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def treeLearn(self):
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csvdata=pandas.read_csv('Data/dataTree.csv')
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#csvdata = pandas.read_csv('Data/dataTree2.csv')
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x=csvdata[atributes]
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decision=csvdata['action']
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self.tree=skltree.DecisionTreeClassifier()
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self.tree=self.tree.fit(x.values,decision)
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|
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def plotTree(self):
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plt.figure()
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plt.figure(figsize=(20,30))
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skltree.plot_tree(self.tree,filled=True,feature_names=atributes)
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plt.title("Drzewo decyzyjne wytrenowane na przygotowanych danych")
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plt.savefig('tree.png')
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plt.show()
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#plt.show()
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def makeDecision(self,values):
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action=self.tree.predict([values]) #0- nie podlewac, 1-podlewac
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if(action==[0]):
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return "Nie podlewac"
|
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return "Nie"
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if(action==[1]):
|
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return "Podlewac"
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return "Tak"
|
@ -117,4 +117,7 @@ class Roslina:
|
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return self.stan.return_hydrate()
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|
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def report_status(self):
|
||||
return f"Nazwa rosliny: {self.nazwa} "+self.stan.report_all()
|
||||
return f"Nazwa rosliny: {self.nazwa} "+self.stan.report_all()
|
||||
|
||||
def return_status_tree(self):
|
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return self.stan.return_stan_for_tree()
|
8
Slot.py
8
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):
|
||||
self.mark_visited()
|
||||
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')
|
||||
|
3
Stan.py
3
Stan.py
@ -62,4 +62,5 @@ class Stan:
|
||||
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.return_disease_as_string()}"
|
||||
return f"Nawodnienie: {self.nawodnienie} Zyznosc: {self.zyznosc} Wzrost: {self.wzrost} Choroba: {self.return_disease_as_string()}"
|
||||
|
||||
|
60
Tractor.py
60
Tractor.py
@ -13,6 +13,8 @@ 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,
|
||||
@ -63,17 +65,24 @@ class Tractor:
|
||||
self.current_tractor_image = self.tractor_images[self.direction]
|
||||
self.draw_tractor()
|
||||
|
||||
def tree_move(self):
|
||||
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
|
||||
print("Decyzja czy podlac:",drzewo.makeDecision(attributes),"Atrybuty tego stanu to:",attributes)
|
||||
#TODO SNAKE MOVE AND USING drzewo.makeDecision(attributes)for each slot. Also we need to cycle climate for each slot change
|
||||
#condition.cycle()
|
||||
#condition.getCondition()
|
||||
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 = {
|
||||
@ -86,7 +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)
|
||||
@ -102,12 +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
|
||||
@ -153,6 +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)):
|
||||
@ -197,9 +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
|
||||
|
||||
|
Loading…
Reference in New Issue
Block a user