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                """Common functionality for input transforming."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from annif.corpus import TransformingDocumentCorpus  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from annif.exception import ConfigurationException  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                class IdentityTransform():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """"""""  # TODO  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    name = 'pass'  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def __init__(self, project):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        self.project = project  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def transform_text(self, text):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        """"""  # TODO  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return text  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def transform_corpus(self, corpus):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        """"""  # TODO  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return TransformingDocumentCorpus(corpus, self.transform_text)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                class TransformChain():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """"""  # TODO  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def __init__(self, transform_classes, args, project):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        self.project = project  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        self.transforms = self._init_transforms(transform_classes, args)  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
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                    def _init_transforms(self, transform_classes, args):  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        transforms = []  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        for trans, (posargs, kwargs) in zip(transform_classes, args):  | 
            
            
                                                                        
                            
            
                                    
            
            
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                            try:  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                transforms.append(  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                    trans(self.project, *posargs, **kwargs))  | 
            
            
                                                                        
                            
            
                                    
            
            
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                            except (ValueError, TypeError):  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                raise ConfigurationException(  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                    f"Invalid arguments to {trans.name} transform: " | 
            
            
                                                                        
                            
            
                                    
            
            
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                                    f"{posargs}, {kwargs})", | 
            
            
                                                                        
                            
            
                                    
            
            
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                                    project_id=self.project.project_id)  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        return transforms  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def transform_text(self, text):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        for trans in self.transforms:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            text = trans.transform_text(text)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return text  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def transform_corpus(self, corpus):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        for trans in self.transforms:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            corpus = trans.transform_corpus(corpus)  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
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                        return corpus  | 
            
            
                                                        
            
                                    
            
            
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