Firsh Push at 20241207

Load_process/Loading_Tools.py

@@ -0,0 +1,90 @@
+import os
+import glob
+
+class Load_Data_Prepare:
+    def __init__(self) -> None:
+        self.__Label_List = []
+        self.__Data_List = []
+        self.__Contect_Dictionary = {}
+        self.__Final_Dict_data = {}
+        self.__PreSave_Data_Root = [] # 所有要讀取資料所在的位置
+        self.__Data_Content = []
+        pass
+
+    def Set_Data_Content(self, Content, Length):
+        tmp = []
+        for i in range(Length):
+            tmp.append(Content)
+
+        self.__Data_Content = tmp
+
+    def Set_Label_List(self, Label_List): # 為讀取檔案準備label list
+        self.__Label_List = Label_List
+        pass
+
+    def Set_Data_List(self, Data_List):
+        self.__Data_List = Data_List
+        pass
+
+    def Set_Data_Dictionary(self, Label : list, Content : list, Total_Label_Size : int):
+        '''將資料合併成1個Dict'''
+        for i in range(Total_Label_Size):
+            temp = {Label[i] : Content[i]}
+            self.__Contect_Dictionary.update(temp)
+        pass
+
+    def Set_Final_Dict_Data(self, Name : list, Label_Root : list, Label_LabelEncoding : list, Label_Len : int):
+        '''
+        Name : 讀取出來的Data Root的名字
+        Label_Root: 所有影像資料的路徑
+        Label_LabelEncoding: LabelEncoding後的資料
+        Label_Len: Label的大小
+        '''
+        for i in range(Label_Len):
+            temp = {Name[i] + "_Data_Root" : Label_Root[Name[i]]}
+            self.__Final_Dict_data.update(temp)
+
+        for i in range(Label_Len):
+            temp = {Name[i] + "_Data_LabelEncoding" : Label_LabelEncoding[i]}
+            self.__Final_Dict_data.update(temp)
+
+    def Set_PreSave_Data_Root(self, PreSave_Roots : list):
+        for Root in PreSave_Roots:
+            self.__PreSave_Data_Root.append(Root)
+
+    def Get_Label_List(self): 
+        ''' 
+        將private的資料讀取出來
+        現在要放入需要的Label 需要先Set Label
+        '''
+        return self.__Label_List
+    
+    def Get_Data_List(self):
+        return self.__Data_List
+    
+    def Get_Data_Dict(self):
+        return self.__Contect_Dictionary
+    
+    def Get_Final_Data_Dict(self):
+        return self.__Final_Dict_data
+    
+    def Get_PreSave_Data_Root(self):
+        return self.__PreSave_Data_Root
+    
+    def Get_Data_Content(self):
+        return self.__Data_Content
+
+class Load_Data_Tools():
+    def __init__(self) -> None:
+        pass
+
+    def get_data_root(self, root, data_dict, classify_label, judge = True) -> dict :
+        '''取得資料路徑'''
+        for label in classify_label:
+            if judge:
+                path = os.path.join(root, label, "*")
+            else:
+                path = os.path.join(root, "*")
+            path = glob.glob(path)
+            data_dict[label] = path
+        return data_dict