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MetaSkLearnClf.load_model()   A

↳ Parent: tracking_policy_agendas.classifiers.meta_sklearn_clf

Complexity

Conditions 4

Size

Total Lines 7
Code Lines 7

Duplication

Lines 7
Ratio 100 %

Code Coverage

Tests 7
CRAP Score 4

Importance

Changes 0
Metric Value
eloc 7
dl 7
loc 7
ccs 7
cts 7
cp 1
rs 10
c 0
b 0
f 0
cc 4
nop 2
crap 4
1 1 
import os
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import pickle
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from .meta_clf import MetaClf
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class MetaSkLearnClf(MetaClf):

            


                            

                    
                        
                    
                    
                    
                    
                                                                                                                                                        
                        

                            
                            
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    def __init__(self, classifier_instance, **kwargs):

            


            
                                                                                                            
                            
            
                                    
            
            

                
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        super().__init__(classifier_instance=classifier_instance, **kwargs)

            


            
                                                                                                            
                            
            
                                    
            
            

                
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        if kwargs['load_path'] is not None: self.load_model(kwargs['load_path'])

            


                            

                    
                        
                    
                    
                    
                    
                                                                                                    
                        

                            
                            
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    def load_model(self, load_path: str):

            


            
                                                                        
                            
            
                                    
            
            

                
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        loading_prep = lambda string: f'model_dir/{load_path}/{string}'

            


            
                                                                        
                            
            
                                    
            
            

                
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        self.emb.load(loading_prep('emb.pkl'))

            


            
                                                                        
                            
            
                                    
            
            

                
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        with open(loading_prep('model.pkl'), 'rb') as f:

            


                            

                    
                        
                    
                    
                    
                    
                                                                                                    
                        

                            
                            
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Variable name "f" doesn't conform to snake_case naming style ('([^\\W\\dA-Z][^\\WA-Z]2,|_[^\\WA-Z]*|__[^\\WA-Z\\d_][^\\WA-Z]+__)$' pattern)
                                            

                    
                                            

                            

                            

                                
                                    
                                
                            


                            
This check looks for invalid names for a range of different identifiers.


You can set regular expressions to which the identifiers must conform if the
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            self.clf = pickle.load(f)

            


            
                                                                        
                            
            
                                    
            
            

                
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        with open(loading_prep('scaler.pkl'), 'rb') as f:

            


                            

                    
                        
                    
                    
                    
                    
                                                                                                    
                        

                            
                            
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Variable name "f" doesn't conform to snake_case naming style ('([^\\W\\dA-Z][^\\WA-Z]2,|_[^\\WA-Z]*|__[^\\WA-Z\\d_][^\\WA-Z]+__)$' pattern)
                                            

                    
                                            

                            

                            

                                
                                    
                                
                            


                            
This check looks for invalid names for a range of different identifiers.


You can set regular expressions to which the identifiers must conform if the
defaults do not match your requirements.


If your project includes a Pylint configuration file, the settings contained in
that file take precedence.


To find out more about Pylint, please refer to their site.


                        

                                                    

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            self.scaler = pickle.load(f)

            


            
                                                                                                            
                            
            
                                    
            
            

                
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    def save_model(self, save_path: str):

            


            
                                                                                                            
                            
            
                                    
            
            

                
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        os.makedirs(f'model_dir/{save_path}', exist_ok=True)

            


            
                                                                                                            
                            
            
                                    
            
            

                
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        saving_prep = lambda string: f'model_dir/{save_path}/{string}'

            


            
                                                                                                            
                            
            
                                    
            
            

                
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        self.emb.save(saving_prep('emb.pkl'))

            


            
                                                                                                            
                            
            
                                    
            
            

                
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        with open(saving_prep('scaler.pkl'), 'wb') as f:

            


                            

                    
                        
                    
                    
                    
                    
                                                                                                    
                        

                            
                            
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            Coding Style
            Naming
    
    
    
        introduced 
                            by 
            

        

        

            
        

        

            

                

                    
                
                
            


        

    

    

        
                        

                            
                                
                            
                        

                                        
Variable name "f" doesn't conform to snake_case naming style ('([^\\W\\dA-Z][^\\WA-Z]2,|_[^\\WA-Z]*|__[^\\WA-Z\\d_][^\\WA-Z]+__)$' pattern)
                                            

                    
                                            

                            

                            

                                
                                    
                                
                            


                            
This check looks for invalid names for a range of different identifiers.


You can set regular expressions to which the identifiers must conform if the
defaults do not match your requirements.


If your project includes a Pylint configuration file, the settings contained in
that file take precedence.


To find out more about Pylint, please refer to their site.


                        

                                                    

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            pickle.dump(self.scaler, f, pickle.HIGHEST_PROTOCOL)

            


            
                                                                                                            
                            
            
                                    
            
            

                
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        with open(saving_prep('model.pkl'), 'wb') as f:

            


                            

                    
                        
                    
                    
                    
                    
                                                                                                    
                        

                            
                            
0 ignored issues

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                            show
                        


                        

                                                                                        




    

        
            Coding Style
            Naming
    
    
    
        introduced 
                            by 
            

        

        

            
        

        

            

                

                    
                
                
            


        

    

    

        
                        

                            
                                
                            
                        

                                        
Variable name "f" doesn't conform to snake_case naming style ('([^\\W\\dA-Z][^\\WA-Z]2,|_[^\\WA-Z]*|__[^\\WA-Z\\d_][^\\WA-Z]+__)$' pattern)
                                            

                    
                                            

                            

                            

                                
                                    
                                
                            


                            
This check looks for invalid names for a range of different identifiers.


You can set regular expressions to which the identifiers must conform if the
defaults do not match your requirements.


If your project includes a Pylint configuration file, the settings contained in
that file take precedence.


To find out more about Pylint, please refer to their site.


                        

                                                    

                     Loading history...
                

                    


    




                                                                                    


                    		
                

            
                                                                                                            
                                                                
            
                                    
            
            

                
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            pickle.dump(self.clf, f, pickle.HIGHEST_PROTOCOL)

            


            
                                                        
            
                                    
            
            

                
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