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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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                """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                skchem.core.mol  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                Defining molecules in scikit-chem.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                import rdkit.Chem  | 
            
                            
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                from rdkit.Chem.rdDepictor import Compute2DCoords  | 
            
                            
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                from rdkit.Chem.rdMolDescriptors import CalcMolFormula  | 
            
                            
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                import json  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                from skchem.core import ChemicalObject, Atom, Bond, Conformer  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                class Mol(rdkit.Chem.rdchem.Mol, ChemicalObject):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    Class representing a Molecule in scikit-chem.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def __init__(self, *args, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        super(Mol, self).__init__(*args, **kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        self.__two_d = None #set in constructor  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    30
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                    @property  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def name(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        """ Return the name of the molecule. """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        try:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            return self.GetProp('_Name') | 
            
                            
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                        except KeyError:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    38
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                            return None  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    39
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                    40
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                    @name.setter  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    41
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                    def name(self, value):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    42
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                    43
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                        """ Set the name of the molecule. """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    44
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                        if value is None:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    46
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                            self.ClearProp('_Name') | 
            
                            
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                        else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    48
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                            self.SetProp('_Name', value) | 
            
                            
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                    50
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                    @property  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    51
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                    def atoms(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    52
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                    53
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                        """ return an iterable over the atoms of the molecule. """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    54
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                    55
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                        return [Atom.from_super(self.GetAtomWithIdx(i)) for i in range(self.GetNumAtoms())]  | 
            
                            
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                    56
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                    57
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                    @atoms.setter  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def atoms(self, value):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        """ Set the atoms of a molecule.  Not implemented. """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        raise NotImplementedError  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    @property  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    65
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                    def bonds(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    67
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                        """ Return an iterable over the bonds of the molecule. """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return [Bond.from_super(self.GetBondWithIdx(i)) for i in range(self.GetNumBonds())]  | 
            
                            
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                    70
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                    @bonds.setter  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    72
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                    def bonds(self, value):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    73
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                    74
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                        """ Set the bonds of the molecule. Not implemented. """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    76
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                        raise NotImplementedError  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    78
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                    # use a view to easily set properties?  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    79
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                    @property  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    80
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                    def props(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    81
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                    82
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                        """ Return a dictionary of the properties of the molecule. """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return {i: self.GetProp(i) for i in self.GetPropNames()} | 
            
                            
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                    @props.setter  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    87
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                    def props(self, value):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        """ Set the properties of the molecule. Not implemented. """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    90
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                        raise NotImplementedError  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    92
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                    93
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                    @property  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    94
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                    def atom_props(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    95
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                    96
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                        """ Return a dict of lists of properties on atoms of the molecule. """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        if not hasattr(self, '_atom_prop_names'):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    99
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                            res = set()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            for atom in self.atoms:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    101
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                                res = res.union(set(atom.props.keys()))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            self._atom_prop_names = list(res)  | 
            
                            
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                    103
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                        return {prop: [atom.props.get(prop, None) for atom in self.atoms] | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                                        for prop in self._atom_prop_names}  | 
            
                            
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                    106
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                    @property  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    107
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                    def conformers(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    108
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                    109
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                        """ Return a list of conformers of the molecule. """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    110
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                    111
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                        return [Conformer.from_super(self.GetConformer(i)) \  | 
            
                            
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                    112
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                            for i in range(len(self.GetConformers()))]  | 
            
                            
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                    113
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                    114
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                    @conformers.setter  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    115
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                    def conformers(self, value):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    116
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                    117
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                        """ Set the conformers of the molecule.  Not implemented. """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    118
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                    119
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                        raise NotImplementedError  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    120
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                    121
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                    def to_formula(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    122
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    123
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                 | 
                        """ Return the chemical formula of the molecule. """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    124
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    125
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                                                     | 
                
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                        return CalcMolFormula(self)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    126
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                    127
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                                                     | 
                
                 | 
                    def _two_d(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    128
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    129
                 | 
                                    
                                                     | 
                
                 | 
                        """ Return a conformer with coordinates in two dimension. """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    130
                 | 
                                    
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                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    131
                 | 
                                    
                                                     | 
                
                 | 
                        if not hasattr(self, '__two_d'):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    132
                 | 
                                    
                                                     | 
                
                 | 
                            self.__two_d = Compute2DCoords(self)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    133
                 | 
                                    
                                                     | 
                
                 | 
                        return self.conformers[self.__two_d]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    134
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    135
                 | 
                                    
                                                     | 
                
                 | 
                    def to_dict(self, kind="chemdoodle"):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    136
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    137
                 | 
                                    
                                                     | 
                
                 | 
                        """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    138
                 | 
                                    
                                                     | 
                
                 | 
                        Return a dictionary representation of the molecule.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    139
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    140
                 | 
                                    
                                                     | 
                
                 | 
                        TODO  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    141
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    142
                 | 
                                    
                                                     | 
                
                 | 
                        """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    143
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    144
                 | 
                                    
                                                     | 
                
                 | 
                        if kind == "chemdoodle":  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    145
                 | 
                                    
                                                     | 
                
                 | 
                            return self._to_dict_chemdoodle()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    146
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    147
                 | 
                                    
                                                     | 
                
                 | 
                        else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    148
                 | 
                                    
                                                     | 
                
                 | 
                            raise NotImplementedError  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    149
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    150
                 | 
                                    
                                                     | 
                
                 | 
                    def _to_dict_chemdoodle(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    151
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    152
                 | 
                                    
                                                     | 
                
                 | 
                        """ Return a chemdoodle dict representation of the molecule. """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    153
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    154
                 | 
                                    
                                                     | 
                
                 | 
                        atom_positions = [p.to_dict() for p in self._two_d().atom_positions]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    155
                 | 
                                    
                                                     | 
                
                 | 
                        atom_elements = [a.element for a in self.atoms]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    156
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    157
                 | 
                                    
                                                     | 
                
                 | 
                        for i, atom_position in enumerate(atom_positions):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    158
                 | 
                                    
                                                     | 
                
                 | 
                            atom_position['l'] = atom_elements[i]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    159
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    160
                 | 
                                    
                                                     | 
                
                 | 
                        bonds = [b.to_dict() for b in self.bonds]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    161
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    162
                 | 
                                    
                                                     | 
                
                 | 
                        return {"m": [{"a": atom_positions, "b": bonds}]} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    163
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    164
                 | 
                                    
                                                     | 
                
                 | 
                    def to_json(self, kind='chemdoodle'):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    165
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    166
                 | 
                                    
                                                     | 
                
                 | 
                        """ Return a JSON representation of the molecule. """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    167
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    168
                 | 
                                    
                                                     | 
                
                 | 
                        return json.dumps(self.to_dict(kind=kind))  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
                | 
                    169
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    170
                 | 
                                    
                                                     | 
                
                 | 
                    def to_inchi_key(self, *args, **kwargs):  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    171
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    172
                 | 
                                    
                                                     | 
                
                 | 
                        """ Return the INCHI key of the molecule. """  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    173
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    174
                 | 
                                    
                                                     | 
                
                 | 
                        return rdkit.Chem.InchiToInchiKey(self.to_inchi(), *args, **kwargs)  | 
            
                            
                    | 
                        
                     | 
                     | 
                     | 
                    
                                                                                                    
                        
                         
                                                                                        
                                                                                     
                     | 
                
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    175
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    176
                 | 
                                    
                                                     | 
                
                 | 
                    def __repr__(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    177
                 | 
                                    
                                                     | 
                
                 | 
                        return '<{klass} name="{name}" formula="{formula}" at {address}>'.format( | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    178
                 | 
                                    
                                                     | 
                
                 | 
                            klass=self.__class__.__name__,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    179
                 | 
                                    
                                                     | 
                
                 | 
                            name=self.name,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    180
                 | 
                                    
                                                     | 
                
                 | 
                            formula=self.to_formula(),  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    181
                 | 
                                    
                                                     | 
                
                 | 
                            address=hex(id(self)))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    182
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    183
                 | 
                                    
                                                     | 
                
                 | 
                    def _repr_javascript(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    184
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    185
                 | 
                                    
                                                     | 
                
                 | 
                        """ Rich printing in javascript. """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    186
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    187
                 | 
                                    
                                                     | 
                
                 | 
                        return self.to_json()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    188
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    189
                 | 
                                    
                                                     | 
                
                 | 
                    def __str__(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    190
                 | 
                                    
                                                     | 
                
                 | 
                        return '<Mol: {}>'.format(self.to_smiles()) | 
            
                            
                    | 
                        
                     | 
                     | 
                     | 
                    
                                                                                                    
                        
                         
                                                                                        
                                                                                     
                     | 
                
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    191
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    192
                 | 
                                    
                                                     | 
                
                 | 
                def bind_constructor(constructor_name, name_to_bind=None):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    193
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    194
                 | 
                                    
                                                     | 
                
                 | 
                    """ Bind an (rdkit) constructor to the class """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    195
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    196
                 | 
                                    
                                                     | 
                
                 | 
                    @classmethod  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    197
                 | 
                                    
                                                     | 
                
                 | 
                    def constructor(_, in_arg, name=None, *args, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    198
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    199
                 | 
                                    
                                                     | 
                
                 | 
                        """ The constructor to be bound. """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    200
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    201
                 | 
                                    
                                                     | 
                
                 | 
                        m = getattr(rdkit.Chem, 'MolFrom' + constructor_name)(in_arg, *args, **kwargs)  | 
            
                            
                    | 
                        
                     | 
                     | 
                     | 
                    
                                                                                                    
                        
                         
                                                                                        
                                                                                     
                     | 
                
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    202
                 | 
                                    
                                                     | 
                
                 | 
                        if m is None:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    203
                 | 
                                    
                                                     | 
                
                 | 
                            raise ValueError('Failed to parse molecule, {}'.format(in_arg)) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    204
                 | 
                                    
                                                     | 
                
                 | 
                        m = Mol.from_super(m)  | 
            
                            
                    | 
                        
                     | 
                     | 
                     | 
                    
                                                                                                    
                        
                         
                                                                                        
                                                                                     
                     | 
                
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    205
                 | 
                                    
                                                     | 
                
                 | 
                        m.name = name  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    206
                 | 
                                    
                                                     | 
                
                 | 
                        return m  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    207
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    208
                 | 
                                    
                                                     | 
                
                 | 
                    setattr(Mol, 'from_{}'.format(constructor_name).lower() \ | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    209
                 | 
                                    
                                                     | 
                
                 | 
                        if name_to_bind is None else name_to_bind, constructor)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    210
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    211
                 | 
                                    
                                                     | 
                
                 | 
                def bind_serializer(serializer_name, name_to_bind=None):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    212
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    213
                 | 
                                    
                                                     | 
                
                 | 
                    """ Bind an (rdkit) serializer to the class """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    214
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    215
                 | 
                                    
                                                     | 
                
                 | 
                    def serializer(self, *args, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    216
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    217
                 | 
                                    
                                                     | 
                
                 | 
                        """ The serializer to be bound. """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    218
                 | 
                                    
                                                     | 
                
                 | 
                        return getattr(rdkit.Chem, 'MolTo' + serializer_name)(self, *args, **kwargs)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    219
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    220
                 | 
                                    
                                                     | 
                
                 | 
                    setattr(Mol, 'to_{}'.format(serializer_name).lower() \ | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    221
                 | 
                                    
                                                     | 
                
                 | 
                        if name_to_bind is None else name_to_bind, serializer)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    222
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    223
                 | 
                                    
                                                     | 
                
                 | 
                CONSTRUCTORS = ['Inchi', 'Smiles', 'Mol2Block', 'Mol2File', 'MolBlock', \  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    224
                 | 
                                    
                                                     | 
                
                 | 
                                    'MolFile', 'PDBBlock', 'PDBFile', 'Smarts', 'TPLBlock', 'TPLFile']  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    225
                 | 
                                    
                                                     | 
                
                 | 
                SERIALIZERS = ['Inchi', 'Smiles', 'MolBlock', 'PDBBlock', 'Smarts', 'TPLBlock', 'TPLFile']  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    226
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    227
                 | 
                                    
                                                     | 
                
                 | 
                list(map(bind_constructor, CONSTRUCTORS))  | 
            
                            
                    | 
                        
                     | 
                     | 
                     | 
                    
                                                                                                    
                        
                         
                                                                                        
                                                                                     
                     | 
                
            
                                                                                                            
                                                                
            
                                    
            
            
                | 
                    228
                 | 
                                    
                                                     | 
                
                 | 
                list(map(bind_serializer, SERIALIZERS))  | 
            
                            
                    | 
                        
                     | 
                     | 
                     | 
                    
                                                                                                    
                        
                         
                                                                                        
                                                                                     
                     | 
                
            
                                                        
            
                                    
            
            
                | 
                    229
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                        
This can be caused by one of the following:
1. Missing Dependencies
This error could indicate a configuration issue of Pylint. Make sure that your libraries are available by adding the necessary commands.
2. Missing __init__.py files
This error could also result from missing
__init__.pyfiles in your module folders. Make sure that you place one file in each sub-folder.