From af19bec73e0bc015a783a36b0747422fe3069f6e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Adam=20=C5=9Awinka?= <adaswi3@st.amu.edu.pl>
Date: Sun, 2 Jun 2019 12:02:37 +0000
Subject: [PATCH] Make a desicion

---
 Tree.py | 146 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 146 insertions(+)
 create mode 100644 Tree.py

diff --git a/Tree.py b/Tree.py
new file mode 100644
index 0000000..8aa9b69
--- /dev/null
+++ b/Tree.py
@@ -0,0 +1,146 @@
+from sklearn import tree
+import collections
+import subprocess
+
+#file = open("probne.pl", 'r').read()
+#text = ""
+#for line in file:
+ #   text += line
+
+
+#com = file.replace("\n", "").split(".")
+#for i, el in enumerate(com):
+ #   com[i]=el+"."
+#com.pop()
+
+
+#features = {"key1": 4,
+         #   "key2": [4, 6],
+          #  "key3": {"k": [ 1, 4]}}
+
+#features["key4"] = [1, 4, 3]
+#features.update({"key5": "text"})
+
+#symbol, is_alive, ttl, hydration, soil_level, ready
+features = [["Tomato", True, 60, 90, 95],
+            ["Tomato", True, 60, 84, 88],
+            ["Tomato", True, 50, 78, 77],
+            ["Tomato", True, 45, 63, 68],
+            ["Tomato", True, 37, 54, 59],
+            ["Tomato", True, 20, 31, 62],
+            ["Tomato", True, 18, 75, 39],
+            ["Tomato", True, 19, 24, 74],
+            ["Tomato", True, 24, 69, 25],
+            ["Tomato", True, 15, 45, 85],
+            ["Tomato", True, 23, 85, 48],
+            ["Tomato", True, 26, 41, 45],
+            ["Tomato", True, 21, 35, 32],
+            ["Tomato", True, 49, 24, 28],
+            ["Tomato", True, 64, 15, 14],
+            ["Tomato", True, 84, 4, 8],
+
+            ["Cucumber", True, 55, 89, 84],
+            ["Cucumber", True, 76, 91, 95],
+            ["Cucumber", True, 45, 72, 71],
+            ["Cucumber", True, 37, 64, 68],
+            ["Cucumber", True, 26, 54, 59],
+            ["Cucumber", True, 58, 42, 46],
+            ["Cucumber", True, 20, 31, 62],
+            ["Cucumber", True, 18, 75, 39],
+            ["Cucumber", True, 19, 24, 74],
+            ["Cucumber", True, 24, 69, 25],
+            ["Cucumber", True, 15, 12, 85],
+            ["Cucumber", True, 23, 85, 18],
+            ["Cucumber", True, 34, 38, 36],
+            ["Cucumber", True, 41, 24, 22],
+            ["Cucumber", True, 34, 38, 36],
+            ["Cucumber", True, 74, 26, 23],
+            ["Cucumber", True, 84, 14, 19],
+            ["Cucumber", True, 95, 7, 4]
+            ]
+
+labels = [0,0,0,0,0,1,2,1,2,1,2,3,3,3,3,3,0,0,0,0,0,0,1,2,1,2,1,2,3,3,3,3,3,3]
+
+#print(com)
+
+#utwórz drzewo decyzyjne
+tree = tree.DecisionTreeClassifier()
+
+#znajdź wzór na podstawie danych
+tree = tree.fit(features, labels)#jakieś cechy w środku i decyzje jakie ma podjąć
+
+#użyj modelu aby dopasować(podjąć decyzję)
+p = tree.predict([["Cucumber", True, 38, 26, 51]])
+
+if p == 0:
+    print("Ready to cut")
+    Harvest()
+elif p == 1:
+    plant.increase_hydration(plant.max_hydration_lvl - plant.hydration)
+elif p == 2:
+    plant.increase_soillevel(plant.max_soil_lvl - plant.soil_level)
+elif p == 3:
+    plant.increase_hydration(plant.max_hydration_lvl - plant.hydration)
+    plant.increase_soillevel(plant.max_soil_lvl - plant.soil_level)
+
+#wyświetlamy dopasowaną wartość
+print(p)
+
+"""
+is_life = bool
+type = "POop"
+Timer = 20
+hydration = (0,40)
+soil_level = (0,40)
+water_tank = (0,200)
+soil_tank = (0,100)
+def Harvest():
+    pass
+def increase_soil_level():
+    pass
+def increase_hydration():
+    pass
+
+if is_life == False:
+    print("Roślina uschła")
+else:
+    if type == 'P' or type == "O":
+        if Timer == 0:
+            print("Warzywa nie nadają się już do zbioru")
+        elif Timer > 0 and Timer <= 20:
+            Harvest()#Zbierz plon
+    elif type == 'p':
+        if hydration > 20 and soil_level > 20:
+            type == 'P'#zmiana literki
+            #if Timer == 0:
+             #   print("Warzywa nie nadają się do zbioru")
+            #elif Timer > 0 and Timer <= 20:
+             #   Harvest()#Zbierz plon
+        elif hydration > 20 and (soil_level > 0 and soil_level <= 20):
+            if soil_tank > 0:
+                increase_soil_level()
+        elif (hydration > 0 and hydration <= 20) and soil_level > 20:
+            if water_tank > 0:
+                increase_hydration()
+        elif (hydration > 0 and hydration <= 20) and (soil_level > 0 and soil_level <= 20):
+            if water_tank > 0 and soil_tank > 0:
+                increase_hydration()
+                increase_soil_level()
+    elif type == 'o':
+        if hydration > 30 and soil_level > 30:
+            type == 'O'#zmiana literki
+            #if Timer == 0:
+              #  print("Warzywa nie nadają się do zbioru")
+            #elif Timer > 0 and Timer <= 20:
+             #   Harvest()#Zbierz plon
+        elif hydration > 30 and (soil_level > 0 and soil_level <= 30):
+            if soil_tank > 0:
+                increase_soil_level()
+        elif (hydration > 0 and hydration <= 30) and soil_level > 20:
+            if water_tank > 0:
+                increase_hydration()
+        elif (hydration > 0 and hydration <= 30) and (soil_level > 0 and soil_level <= 30):
+            if water_tank > 0 and soil_tank > 0:
+                increase_hydration()
+                increase_soil_level()
+"""