| 1 |  |  | from functools import total_ordering | 
            
                                                                                                            
                            
            
                                    
            
            
                | 2 |  |  | import inspect | 
            
                                                                                                            
                            
            
                                    
            
            
                | 3 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 4 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 5 |  |  | def yield_once(iterator): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 6 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 7 |  |  |     Decorator to make an iterator yield each result only once. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 8 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 9 |  |  |     :param iterator: Any iterator | 
            
                                                                                                            
                            
            
                                    
            
            
                | 10 |  |  |     :return:         An iterator that yields every result only once at most. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 11 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 12 |  |  |     def yield_once_generator(*args, **kwargs): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 13 |  |  |         yielded = [] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 14 |  |  |         for item in iterator(*args, **kwargs): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 15 |  |  |             if item in yielded: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 16 |  |  |                 pass | 
            
                                                                                                            
                            
            
                                    
            
            
                | 17 |  |  |             else: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 18 |  |  |                 yielded.append(item) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 19 |  |  |                 yield item | 
            
                                                                                                            
                            
            
                                    
            
            
                | 20 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 21 |  |  |     return yield_once_generator | 
            
                                                                                                            
                            
            
                                    
            
            
                | 22 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 23 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 24 |  |  | def _to_list(var): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 25 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 26 |  |  |     Make variable to list. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 27 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 28 |  |  |     :param var: variable of any type | 
            
                                                                                                            
                            
            
                                    
            
            
                | 29 |  |  |     :return:    list | 
            
                                                                                                            
                            
            
                                    
            
            
                | 30 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 31 |  |  |     if isinstance(var, list): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 32 |  |  |         return var | 
            
                                                                                                            
                            
            
                                    
            
            
                | 33 |  |  |     elif var is None: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 34 |  |  |         return [] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 35 |  |  |     elif isinstance(var, str) or isinstance(var, dict): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 36 |  |  |         # We dont want to make a list out of those via the default constructor | 
            
                                                                                                            
                            
            
                                    
            
            
                | 37 |  |  |         return [var] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 38 |  |  |     else: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 39 |  |  |         try: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 40 |  |  |             return list(var) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 41 |  |  |         except TypeError: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 42 |  |  |             return [var] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 43 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 44 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 45 |  |  | def arguments_to_lists(function): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 46 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 47 |  |  |     Decorator for a function that converts all arguments to lists. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 48 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 49 |  |  |     :param function: target function | 
            
                                                                                                            
                            
            
                                    
            
            
                | 50 |  |  |     :return:         target function with only lists as parameters | 
            
                                                                                                            
                            
            
                                    
            
            
                | 51 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 52 |  |  |     def l_function(*args, **kwargs): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 53 |  |  |         l_args = [_to_list(arg) for arg in args] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 54 |  |  |         l_kwargs = {} | 
            
                                                                                                            
                            
            
                                    
            
            
                | 55 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 56 |  |  |         for key, value in kwargs.items(): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 57 |  |  |             l_kwargs[key] = _to_list(value) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 58 |  |  |         return function(*l_args, **l_kwargs) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 59 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 60 |  |  |     return l_function | 
            
                                                                                                            
                            
            
                                    
            
            
                | 61 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 62 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 63 |  |  | def _get_member(obj, member): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 64 |  |  |     # If not found, pass AttributeError to invoking function. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 65 |  |  |     attribute = getattr(obj, member) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 66 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 67 |  |  |     if callable(attribute) and hasattr(attribute, "__self__"): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 68 |  |  |         # If the value is a bound method, invoke it like a getter and return | 
            
                                                                                                            
                            
            
                                    
            
            
                | 69 |  |  |         # its value. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 70 |  |  |         try: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 71 |  |  |             return attribute() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 72 |  |  |         except TypeError: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 73 |  |  |             # Don't use repr() to display the member more accurately, because | 
            
                                                                                                            
                            
            
                                    
            
            
                | 74 |  |  |             # invoking repr() on a bound method prints in this format: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 75 |  |  |             # <bound method CLASS.METHOD of **repr(instance)**> | 
            
                                                                                                            
                            
            
                                    
            
            
                | 76 |  |  |             # This invokes repr() recursively. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 77 |  |  |             raise TypeError("Given bound method '" + member + "' must be " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 78 |  |  |                             "callable like a getter, taking no arguments.") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 79 |  |  |     else: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 80 |  |  |         # Otherwise it's a member variable or property (or any other attribute | 
            
                                                                                                            
                            
            
                                    
            
            
                | 81 |  |  |         # that holds a value). | 
            
                                                                                                            
                            
            
                                    
            
            
                | 82 |  |  |         return attribute | 
            
                                                                                                            
                            
            
                                    
            
            
                | 83 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 84 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 85 |  |  | def _construct_repr_string(obj, members): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 86 |  |  |     # The passed entries have format (member-name, repr-function). | 
            
                                                                                                            
                            
            
                                    
            
            
                | 87 |  |  |     values = ", ".join(member + "=" + func(_get_member(obj, member)) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 88 |  |  |                        for member, func in members) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 89 |  |  |     return ("<" + type(obj).__name__ + " object(" + values + ") at " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 90 |  |  |             + hex(id(obj)) + ">") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 91 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 92 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 93 |  |  | def get_public_members(obj): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 94 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 95 |  |  |     Retrieves a list of member-like objects (members or properties) that are | 
            
                                                                                                            
                            
            
                                    
            
            
                | 96 |  |  |     publically exposed. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 97 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 98 |  |  |     :param obj: The object to probe. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 99 |  |  |     :return:    A list of strings. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 100 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 101 |  |  |     return {attr: getattr(obj, attr) for attr in dir(obj) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 102 |  |  |             if not attr.startswith("_") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 103 |  |  |             and not hasattr(getattr(obj, attr), '__call__')} | 
            
                                                                                                            
                            
            
                                    
            
            
                | 104 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 105 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 106 |  |  | def generate_repr(*members): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 107 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 108 |  |  |     Decorator that binds an auto-generated `__repr__()` function to a class. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 109 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 110 |  |  |     The generated `__repr__()` function prints in following format: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 111 |  |  |     <ClassName object(field1=1, field2='A string', field3=[1, 2, 3]) at 0xAAAA> | 
            
                                                                                                            
                            
            
                                    
            
            
                | 112 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 113 |  |  |     Note that this decorator modifies the given class in place! | 
            
                                                                                                            
                            
            
                                    
            
            
                | 114 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 115 |  |  |     :param members:         An iterable of member names to include into the | 
            
                                                                                                            
                            
            
                                    
            
            
                | 116 |  |  |                             representation-string. Providing no members yields | 
            
                                                                                                            
                            
            
                                    
            
            
                | 117 |  |  |                             to inclusion of all member variables and properties | 
            
                                                                                                            
                            
            
                                    
            
            
                | 118 |  |  |                             in alphabetical order (except if they start with an | 
            
                                                                                                            
                            
            
                                    
            
            
                | 119 |  |  |                             underscore). | 
            
                                                                                                            
                            
            
                                    
            
            
                | 120 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 121 |  |  |                             To control the representation of each member, you | 
            
                                                                                                            
                            
            
                                    
            
            
                | 122 |  |  |                             can also pass a tuple where the first element | 
            
                                                                                                            
                            
            
                                    
            
            
                | 123 |  |  |                             contains the member to print and the second one the | 
            
                                                                                                            
                            
            
                                    
            
            
                | 124 |  |  |                             representation function (which defaults to the | 
            
                                                                                                            
                            
            
                                    
            
            
                | 125 |  |  |                             built-in `repr()`). Using None as representation | 
            
                                                                                                            
                            
            
                                    
            
            
                | 126 |  |  |                             function is the same as using `repr()`. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 127 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 128 |  |  |                             Supported members are fields/variables, properties | 
            
                                                                                                            
                            
            
                                    
            
            
                | 129 |  |  |                             and getter-like functions (functions that accept no | 
            
                                                                                                            
                            
            
                                    
            
            
                | 130 |  |  |                             arguments). | 
            
                                                                                                            
                            
            
                                    
            
            
                | 131 |  |  |     :raises ValueError:     Raised when the passed | 
            
                                                                                                            
                            
            
                                    
            
            
                | 132 |  |  |                             (member, repr-function)-tuples have not a length of | 
            
                                                                                                            
                            
            
                                    
            
            
                | 133 |  |  |                             2. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 134 |  |  |     :raises AttributeError: Raised when a given member/attribute was not found | 
            
                                                                                                            
                            
            
                                    
            
            
                | 135 |  |  |                             in class. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 136 |  |  |     :raises TypeError:      Raised when a provided member is a bound method | 
            
                                                                                                            
                            
            
                                    
            
            
                | 137 |  |  |                             that is not a getter-like function (means it must | 
            
                                                                                                            
                            
            
                                    
            
            
                | 138 |  |  |                             accept no parameters). | 
            
                                                                                                            
                            
            
                                    
            
            
                | 139 |  |  |     :return:                The class armed with an auto-generated __repr__ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 140 |  |  |                             function. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 141 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 142 |  |  |     def decorator(cls): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 143 |  |  |         cls.__repr__ = __repr__ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 144 |  |  |         return cls | 
            
                                                                                                            
                            
            
                                    
            
            
                | 145 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 146 |  |  |     if members: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 147 |  |  |         # Prepare members list. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 148 |  |  |         members_to_print = list(members) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 149 |  |  |         for i, member in enumerate(members_to_print): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 150 |  |  |             if isinstance(member, tuple): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 151 |  |  |                 # Check tuple dimensions. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 152 |  |  |                 length = len(member) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 153 |  |  |                 if length == 2: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 154 |  |  |                     members_to_print[i] = (member[0], | 
            
                                                                                                            
                            
            
                                    
            
            
                | 155 |  |  |                                            member[1] if member[1] else repr) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 156 |  |  |                 else: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 157 |  |  |                     raise ValueError("Passed tuple " + repr(member) + | 
            
                                                                                                            
                            
            
                                    
            
            
                | 158 |  |  |                                      " needs to be 2-dimensional, but has " + | 
            
                                                                                                            
                            
            
                                    
            
            
                | 159 |  |  |                                      str(length) + " dimensions.") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 160 |  |  |             else: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 161 |  |  |                 members_to_print[i] = (member, repr) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 162 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 163 |  |  |         def __repr__(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 164 |  |  |             return _construct_repr_string(self, members_to_print) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 165 |  |  |     else: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 166 |  |  |         def __repr__(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 167 |  |  |             # Need to fetch member variables every time since they are unknown | 
            
                                                                                                            
                            
            
                                    
            
            
                | 168 |  |  |             # until class instantation. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 169 |  |  |             members_to_print = get_public_members(self) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 170 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 171 |  |  |             member_repr_list = ((member, repr) for member in | 
            
                                                                                                            
                            
            
                                    
            
            
                | 172 |  |  |                                 sorted(members_to_print, key=str.lower)) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 173 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 174 |  |  |             return _construct_repr_string(self, member_repr_list) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 175 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 176 |  |  |     return decorator | 
            
                                                                                                            
                            
            
                                    
            
            
                | 177 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 178 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 179 |  |  | def generate_eq(*members): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 180 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 181 |  |  |     Decorator that generates equality and inequality operators for the | 
            
                                                                                                            
                            
            
                                    
            
            
                | 182 |  |  |     decorated class. The given members as well as the type of self and other | 
            
                                                                                                            
                            
            
                                    
            
            
                | 183 |  |  |     will be taken into account. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 184 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 185 |  |  |     Note that this decorator modifies the given class in place! | 
            
                                                                                                            
                            
            
                                    
            
            
                | 186 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 187 |  |  |     :param members: A list of members to compare for equality. | 
            
                                                                                                            
                                                                
            
                                    
            
            
                | 188 |  |  |     """ | 
            
                                                                        
                            
            
                                    
            
            
                | 189 |  |  |     def decorator(cls): | 
            
                                                                        
                            
            
                                    
            
            
                | 190 |  |  |         def eq(self, other): | 
            
                                                                        
                            
            
                                    
            
            
                | 191 |  |  |             if type(other) is not type(self): | 
            
                                                                        
                            
            
                                    
            
            
                | 192 |  |  |                 return False | 
            
                                                                        
                            
            
                                    
            
            
                | 193 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 194 |  |  |             return all(getattr(self, member) == getattr(other, member) | 
            
                                                                        
                            
            
                                    
            
            
                | 195 |  |  |                        for member in members) | 
            
                                                                        
                            
            
                                    
            
            
                | 196 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 197 |  |  |         def ne(self, other): | 
            
                                                                        
                            
            
                                    
            
            
                | 198 |  |  |             return not eq(self, other) | 
            
                                                                        
                            
            
                                    
            
            
                | 199 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 200 |  |  |         cls.__eq__ = eq | 
            
                                                                        
                            
            
                                    
            
            
                | 201 |  |  |         cls.__ne__ = ne | 
            
                                                                        
                            
            
                                    
            
            
                | 202 |  |  |         return cls | 
            
                                                                                                            
                            
            
                                    
            
            
                | 203 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 204 |  |  |     return decorator | 
            
                                                                                                            
                            
            
                                    
            
            
                | 205 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 206 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 207 |  |  | def generate_ordering(*members): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 208 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 209 |  |  |     Decorator that generates ordering operators for the decorated class based | 
            
                                                                                                            
                            
            
                                    
            
            
                | 210 |  |  |     on the given member names. All ordering except equality functions will | 
            
                                                                                                            
                            
            
                                    
            
            
                | 211 |  |  |     raise a TypeError when a comparison with an unrelated class is attempted. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 212 |  |  |     (Comparisons with child classes will thus work fine with the capabilities | 
            
                                                                                                            
                            
            
                                    
            
            
                | 213 |  |  |     of the base class as python will choose the base classes comparison | 
            
                                                                                                            
                            
            
                                    
            
            
                | 214 |  |  |     operator in that case.) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 215 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 216 |  |  |     Note that this decorator modifies the given class in place! | 
            
                                                                                                            
                            
            
                                    
            
            
                | 217 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 218 |  |  |     :param members: A list of members to compare, ordered from high priority to | 
            
                                                                                                            
                            
            
                                    
            
            
                | 219 |  |  |                     low. I.e. if the first member is equal the second will be | 
            
                                                                                                            
                            
            
                                    
            
            
                | 220 |  |  |                     taken for comparison and so on. If a member is None it is | 
            
                                                                                                            
                            
            
                                    
            
            
                | 221 |  |  |                     considered smaller than any other value except None. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 222 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 223 |  |  |     def decorator(cls): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 224 |  |  |         def lt(self, other): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 225 |  |  |             if not isinstance(other, cls): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 226 |  |  |                 raise TypeError("Comparison with unrelated classes is " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 227 |  |  |                                 "unsupported.") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 228 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 229 |  |  |             for member in members: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 230 |  |  |                 if getattr(self, member) == getattr(other, member): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 231 |  |  |                     continue | 
            
                                                                                                            
                            
            
                                    
            
            
                | 232 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 233 |  |  |                 if ( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 234 |  |  |                         getattr(self, member) is None or | 
            
                                                                                                            
                            
            
                                    
            
            
                | 235 |  |  |                         getattr(other, member) is None): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 236 |  |  |                     return getattr(self, member) is None | 
            
                                                                                                            
                            
            
                                    
            
            
                | 237 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 238 |  |  |                 return getattr(self, member) < getattr(other, member) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 239 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 240 |  |  |             return False | 
            
                                                                                                            
                            
            
                                    
            
            
                | 241 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 242 |  |  |         cls.__lt__ = lt | 
            
                                                                                                            
                            
            
                                    
            
            
                | 243 |  |  |         return total_ordering(generate_eq(*members)(cls)) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 244 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 245 |  |  |     return decorator | 
            
                                                                                                            
                            
            
                                    
            
            
                | 246 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 247 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 248 |  |  | def _assert_right_type(value, types, argname): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 249 |  |  |     if isinstance(types, type) or types is None: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 250 |  |  |         types = (types,) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 251 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 252 |  |  |     for typ in types: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 253 |  |  |         if value == typ or (isinstance(typ, type) and isinstance(value, typ)): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 254 |  |  |             return | 
            
                                                                                                            
                            
            
                                    
            
            
                | 255 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 256 |  |  |     raise TypeError("{} must be an instance of one of {} (provided value: " | 
            
                                                                                                            
                            
            
                                    
            
            
                | 257 |  |  |                     "{})".format(argname, types, repr(value))) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 258 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 259 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 260 |  |  | def enforce_signature(function): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 261 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 262 |  |  |     Enforces the signature of the function by throwing TypeError's if invalid | 
            
                                                                                                            
                            
            
                                    
            
            
                | 263 |  |  |     arguments are provided. The return value is not checked. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 264 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 265 |  |  |     You can annotate any parameter of your function with the desired type or a | 
            
                                                                                                            
                            
            
                                    
            
            
                | 266 |  |  |     tuple of allowed types. If you annotate the function with a value, this | 
            
                                                                                                            
                            
            
                                    
            
            
                | 267 |  |  |     value only will be allowed (useful especially for None). Example: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 268 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 269 |  |  |     >>> @enforce_signature | 
            
                                                                                                            
                            
            
                                    
            
            
                | 270 |  |  |     ... def test(arg: bool, another: (int, None)): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 271 |  |  |     ...     pass | 
            
                                                                                                            
                            
            
                                    
            
            
                | 272 |  |  |     ... | 
            
                                                                                                            
                            
            
                                    
            
            
                | 273 |  |  |     >>> test(True, 5) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 274 |  |  |     >>> test(True, None) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 275 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 276 |  |  |     Any string value for any parameter e.g. would then trigger a TypeError. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 277 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 278 |  |  |     :param function: The function to check. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 279 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 280 |  |  |     argspec = inspect.getfullargspec(function) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 281 |  |  |     annotations = argspec.annotations | 
            
                                                                                                            
                            
            
                                    
            
            
                | 282 |  |  |     argnames = argspec.args | 
            
                                                                                                            
                            
            
                                    
            
            
                | 283 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 284 |  |  |     unnamed_annotations = {} | 
            
                                                                                                            
                            
            
                                    
            
            
                | 285 |  |  |     for i, arg in enumerate(argnames): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 286 |  |  |         if arg in annotations: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 287 |  |  |             unnamed_annotations[i] = (annotations[arg], arg) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 288 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 289 |  |  |     def decorated(*args, **kwargs): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 290 |  |  |         for i, annotation in unnamed_annotations.items(): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 291 |  |  |             if i < len(args): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 292 |  |  |                 _assert_right_type(args[i], annotation[0], annotation[1]) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 293 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 294 |  |  |         for argname, argval in kwargs.items(): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 295 |  |  |             if argname in annotations: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 296 |  |  |                 _assert_right_type(argval, annotations[argname], argname) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 297 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 298 |  |  |         return function(*args, **kwargs) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 299 |  |  |  | 
            
                                                                                                            
                                                                
            
                                    
            
            
                | 300 |  |  |     return decorated | 
            
                                                        
            
                                    
            
            
                | 301 |  |  |  |