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                #! /usr/bin/env python  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                #  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # Copyright (C) 2007-2009 Rich Lewis <[email protected]>  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                # License: 3-clause BSD  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                """ # skchem.pandas.structure_methods  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                 Tools for adding a default attribute to pandas objects."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from pandas.core.base import NoNewAttributesMixin, AccessorProperty  | 
            
                            
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                from pandas.core.series import Series  | 
            
                            
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                from pandas.core.index import Index  | 
            
                            
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                from .. import core  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
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                class StructureMethods(NoNewAttributesMixin):  | 
            
                            
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                    def __init__(self, data):  | 
            
            
                                                                        
                            
            
                                    
            
            
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                        self._data = data  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    def add_hs(self, **kwargs):  | 
            
                            
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                        return self._data.apply(lambda m: m.add_hs(**kwargs))  | 
            
                            
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                    def remove_hs(self, **kwargs):  | 
            
                            
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                        return self._data.apply(lambda m: m.remove_hs(**kwargs))  | 
            
                            
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                    @property  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    def atoms(self):  | 
            
                            
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                        return self._data.apply(lambda m: m.atoms)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                def only_contains_mols(ser):  | 
            
                            
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                    return ser.apply(lambda s: isinstance(s, core.Mol)).all()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                class StructureAccessorMixin(object):  | 
            
                            
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                    def _make_structure_accessor(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        if isinstance(self, Index):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            raise AttributeError('Can only use .mol accessor with molecules,' | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                                 'which use np.object_ in scikit-chem.')  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        if not only_contains_mols(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            raise AttributeError('Can only use .mol accessor with ' | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                                 'Series that only contain mols.')  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return StructureMethods(self)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    ms = AccessorProperty(StructureMethods, _make_structure_accessor)  | 
            
                            
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                Series.__bases__ += StructureAccessorMixin,  | 
            
            
                                                        
            
                                    
            
            
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