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by Konstantinos
01:30
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green_magic.data.encode_nominal_subsets()   A

↳ Parent: green_magic.data

Complexity

Conditions 1

Size

Total Lines 6
Code Lines 6

Duplication

Lines 0
Ratio 0 %

Importance

Changes 0
Metric Value
eloc 6
dl 0
loc 6
rs 10
c 0
b 0
f 0
cc 1
nop 3
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from .data_manager import DataManager
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from .backend import magic_backend
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from .features.phi import PhiFunction
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data_manager = DataManager(magic_backend)

            


            
                                                                                                            
                            
            
                                    
            
            

                
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PhiFunction.subject.attach(data_manager.built_phis)

            


            
                                                                                                            
                            
            
                                    
            
            

                
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from green_magic.data.command_factories import NominalAttributeListEncodeCommandFactory

            


            
                                                                                                            
                            
            
                                    
            
            

                
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fct = NominalAttributeListEncodeCommandFactory

            


            
                                                                                                            
                                                                
            
                                    
            
            

                
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@data_manager.backend.engine.dec()

            


            
                                                        
            
                                    
            
            

                
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def encode_nominal_subsets(datapoints, attribute, new_attribute):

            


            
                                                        
            
                                    
            
            

                
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    from green_magic.data.features.phis import ListOfCategoricalPhi, DatapointsAttributePhi

            


            
                                                        
            
                                    
            
            

                
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    phi = ListOfCategoricalPhi(DatapointsAttributePhi(datapoints))

            


            
                                                        
            
                                    
            
            

                
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    new_values = phi(attribute)

            


            
                                                        
            
                                    
            
            

                
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    datapoints.mutator.add_column(datapoints, new_values, new_attribute)

            


            
                                                        
            
                                    
            
            

                
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