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hyperactive.hypermemory_wrapper   A

↳ Parent: Project

Complexity

Total Complexity 4

Size/Duplication

Total Lines 34
Duplicated Lines 0 %

Importance

Changes 0
Metric Value
eloc 21
dl 0
loc 34
rs 10
c 0
b 0
f 0
wmc 4

3 Methods

Rating   Name   Duplication   Size   Complexity  
A HyperactiveMemory.__init__() 0 3 1
A HyperactiveMemory.load() 0 7 1
A HyperactiveMemory.dump() 0 5 1

1 Function

Rating   Name   Duplication   Size   Complexity  
A meta_data_path() 0 3 1
1 
# Author: Simon Blanke
2 
# Email: [email protected]
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# License: MIT License
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import os

            


            
                                                        
            
                                    
            
            

                
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from hypermemory import Hypermemory

            


            
                                                        
            
                                    
            
            

                
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def meta_data_path():

            


            
                                                        
            
                                    
            
            

                
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    current_path = os.path.realpath(__file__)

            


            
                                                        
            
                                    
            
            

                
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    return current_path.rsplit("/", 1)[0] + "/meta_data/"

            


            
                                                        
            
                                    
            
            

                
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class HyperactiveMemory(Hypermemory):

            


            
                                                        
            
                                    
            
            

                
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    def __init__(self, X, y, model, search_space):

            


            
                                                        
            
                                    
            
            

                
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        super().__init__(X, y, search_space)

            


            
                                                        
            
                                    
            
            

                
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        self.meta_data_path = meta_data_path()

            


            
                                                        
            
                                    
            
            

                
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    def load(self):

            


            
                                                        
            
                                    
            
            

                
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        df = self.read_csv()

            


            
                                                        
            
                                    
            
            

                
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        df = self.hash2objects(df)

            


            
                                                        
            
                                    
            
            

                
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        df = self.df_para2pos(df)

            


            
                                                        
            
                                    
            
            

                
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        memory = self.df2dict(df)

            


            
                                                        
            
                                    
            
            

                
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        return memory

            


            
                                                        
            
                                    
            
            

                
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    def dump(self, memory):

            


            
                                                        
            
                                    
            
            

                
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        df = self.dict2df(memory)

            


            
                                                        
            
                                    
            
            

                
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        df = self.df_pos2para(df)

            


            
                                                        
            
                                    
            
            

                
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        df = self.objects2hash(df)

            


            
                                                        
            
                                    
            
            

                
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        self.save_to_csv(df)

            


            
                                                        
            
                                    
            
            

                
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