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                    1
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                import ast  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    2
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                import hashlib  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    3
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                import inspect  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    4
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                import operator  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    5
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                import pickle  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    6
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                import random  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    7
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                from _ast import AST  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    8
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                from collections.abc import Iterable  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    9
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                    10
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                import faker  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    11
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                import pytest  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    12
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                    13
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                import graphinate  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    16
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                @pytest.fixture  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    17
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                def country_count():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    18
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                    return random.randint(1, 10)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    19
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                    20
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                    21
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                @pytest.fixture  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    22
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                def city_count():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    23
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                    return random.randint(20, 40)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    24
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                    25
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                    26
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                def _ast_nodes(parsed_asts: Iterable[AST]):  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    27
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                    for item in parsed_asts:  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    28
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                        if not isinstance(item, ast.Load):  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    29
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                            yield item  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    30
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                            yield from _ast_nodes(ast.iter_child_nodes(item))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    31
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                    32
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                    33
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                View Code Duplication | 
                def _ast_edge(parsed_ast: AST):  | 
            
                            
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                    34
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                    for child_ast in ast.iter_child_nodes(parsed_ast):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        if not isinstance(child_ast, ast.Load):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    36
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                            edge = {'source': parsed_ast, 'target': child_ast} | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    37
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                            edge_types = (field_name for field_name, value in ast.iter_fields(parsed_ast) if  | 
            
                            
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                    38
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                                          child_ast == value or (child_ast in value if isinstance(value, list) else False))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            edge_type = next(edge_types, None)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    40
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                            if edge_type:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    41
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                                edge['type'] = edge_type  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            yield edge  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    43
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                            yield from _ast_edge(child_ast)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                View Code Duplication | 
                @pytest.fixture  | 
            
                            
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                    47
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                def ast_graph_model():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    48
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                    graph_model = graphinate.model(name='AST Graph')  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    50
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                    root_ast_node = ast.parse(inspect.getsource(graphinate.builders.D3Builder))  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    51
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                    52
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                    def node_type(ast_node):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    53
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                        return ast_node.__class__.__name__  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    def node_label(ast_node) -> str:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    56
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                        label = ast_node.__class__.__name__  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    58
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                        for field_name in ('name', 'id'): | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    59
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                            if field_name in ast_node._fields:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    60
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                                label = f"{label}\n{field_name}: {operator.attrgetter(field_name)(ast_node)}" | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return label  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    64
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                    def key(value):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    65
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                        # noinspection InsecureHash  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    66
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                        return hashlib.shake_128(pickle.dumps(value)).hexdigest(20)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    67
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                    68
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                    def endpoint(value, endpoint_name):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    69
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                        return key(value[endpoint_name])  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    71
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                    def source(value):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    72
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                        return endpoint(value, 'source')  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    73
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                    74
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                    def target(value):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    75
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                        return endpoint(value, 'target')  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    76
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                    77
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                    @graph_model.node(type_=node_type, key=key, label=node_label, unique=True)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    78
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                    def ast_node(**kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    79
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                        yield from _ast_nodes([root_ast_node])  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    80
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                    81
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                    @graph_model.edge(type_='edge', source=source, target=target, label=operator.itemgetter('type')) | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    82
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                    def ast_edge(**kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    83
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                        yield from _ast_edge(root_ast_node)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    84
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                    85
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                    return graph_model  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    86
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                    87
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                    88
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                @pytest.fixture  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    89
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                def map_graph_model(country_count, city_count):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    90
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                    country_ids = {str(c): None for c in range(1, country_count + 1)} | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    91
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                    city_ids = {str(c): random.choice(list(country_ids.keys())) for c in range(1, city_count + 1)} | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    92
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                    93
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                    graph_model = graphinate.model(name='Map')  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    94
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                    95
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                    faker.Faker.seed(0)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    96
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                    fake = faker.Faker()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    97
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                    98
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                    def country_node_label(value):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    99
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                        return fake.country()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    100
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                    101
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                    def city_node_label(value):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    102
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                        return fake.city()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    103
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                    104
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                    @graph_model.node(label=country_node_label, unique=False)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    105
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                    def country(country_id=None, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    106
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                    107
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                        if country_id and country_id in country_ids:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    108
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                            yield country_id  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    109
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                        else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    110
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                            yield from country_ids  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    111
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                    112
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                    @graph_model.node(parent_type='country', label=city_node_label, unique=False)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    113
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                    def city(country_id=None, city_id=None, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    114
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                    115
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                        if country_id is None and city_id is None:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    116
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                            yield from city_ids.keys()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    117
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                    118
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                        if country_id is None and city_id is not None and city_id in city_ids:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    119
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                            yield city_id  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    120
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                | 
                    121
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                        if city_id is not None and country_id is not None and city_ids.get(city_id) == country_id:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    122
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                            yield city_id  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    123
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                    124
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                        if country_id is not None and city_id is None:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    125
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                            yield from (k for k, v in city_ids.items() if v == country_id)  | 
            
                            
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                    126
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                    127
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                    @graph_model.node(type_=operator.itemgetter('sex'), | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    128
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                                      parent_type='city',  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    129
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                                      unique= False,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    130
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                                                     | 
                
                 | 
                                      key=operator.itemgetter('username'), | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    131
                 | 
                                    
                                                     | 
                
                 | 
                                      label=operator.itemgetter('name')) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    132
                 | 
                                    
                                                     | 
                
                 | 
                    def person(country_id=None, city_id=None, person_id=None, **kwargs):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    133
                 | 
                                    
                                                     | 
                
                 | 
                        yield fake.profile()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    134
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    135
                 | 
                                    
                                                     | 
                
                 | 
                    return country_count, city_count, graph_model  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    136
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    137
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    138
                 | 
                                    
                                                     | 
                
                 | 
                @pytest.fixture  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    139
                 | 
                                    
                                                     | 
                
                 | 
                def octagonal_graph_model():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    140
                 | 
                                    
                                                     | 
                
                 | 
                    graph_model = graphinate.model(name="Octagonal Graph")  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    141
                 | 
                                    
                                                     | 
                
                 | 
                    number_of_sides = 8  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    142
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    143
                 | 
                                    
                                                     | 
                
                 | 
                    # Register edges supplier function  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    144
                 | 
                                    
                                                     | 
                
                 | 
                    @graph_model.edge()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    145
                 | 
                                    
                                                     | 
                
                 | 
                    def edge():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    146
                 | 
                                    
                                                     | 
                
                 | 
                        for i in range(number_of_sides):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    147
                 | 
                                    
                                                     | 
                
                 | 
                            yield {'source': i, 'target': i + 1} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    148
                 | 
                                    
                                                     | 
                
                 | 
                        yield {'source': number_of_sides, 'target': 0} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    149
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    150
                 | 
                                    
                                                     | 
                
                 | 
                    return graph_model  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    151
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    152
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    153
                 | 
                                    
                                                     | 
                
                 | 
                @pytest.fixture  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    154
                 | 
                                    
                                                     | 
                
                 | 
                def graphql_query():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    155
                 | 
                                    
                                                     | 
                
                 | 
                    return """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    156
                 | 
                                    
                                                     | 
                
                 | 
                    query Graph { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    157
                 | 
                                    
                                                     | 
                
                 | 
                      graph { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    158
                 | 
                                    
                                                     | 
                
                 | 
                        name  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    159
                 | 
                                    
                                                     | 
                
                 | 
                        nodeTypeCounts { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    160
                 | 
                                    
                                                     | 
                
                 | 
                          name  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    161
                 | 
                                    
                                                     | 
                
                 | 
                          value  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    162
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    163
                 | 
                                    
                                                     | 
                
                 | 
                        edgeTypeCounts { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    164
                 | 
                                    
                                                     | 
                
                 | 
                          name  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    165
                 | 
                                    
                                                     | 
                
                 | 
                          value  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    166
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    167
                 | 
                                    
                                                     | 
                
                 | 
                        created  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    168
                 | 
                                    
                                                     | 
                
                 | 
                        nodeCount  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    169
                 | 
                                    
                                                     | 
                
                 | 
                        edgeCount  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    170
                 | 
                                    
                                                     | 
                
                 | 
                        size  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    171
                 | 
                                    
                                                     | 
                
                 | 
                        order  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    172
                 | 
                                    
                                                     | 
                
                 | 
                        radius  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    173
                 | 
                                    
                                                     | 
                
                 | 
                        diameter  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    174
                 | 
                                    
                                                     | 
                
                 | 
                        averageDegree  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    175
                 | 
                                    
                                                     | 
                
                 | 
                        hash  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    176
                 | 
                                    
                                                     | 
                
                 | 
                      }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    177
                 | 
                                    
                                                     | 
                
                 | 
                      nodes { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    178
                 | 
                                    
                                                     | 
                
                 | 
                        id  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    179
                 | 
                                    
                                                     | 
                
                 | 
                        ...ElementDetails  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    180
                 | 
                                    
                                                     | 
                
                 | 
                        neighbors {id type label} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    181
                 | 
                                    
                                                     | 
                
                 | 
                        children: neighbors(children: true) {id type label} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    182
                 | 
                                    
                                                     | 
                
                 | 
                        edges {id type label} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    183
                 | 
                                    
                                                     | 
                
                 | 
                      }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    184
                 | 
                                    
                                                     | 
                
                 | 
                      edges { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    185
                 | 
                                    
                                                     | 
                
                 | 
                        source {id ...ElementDetails} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    186
                 | 
                                    
                                                     | 
                
                 | 
                        target {id ...ElementDetails} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    187
                 | 
                                    
                                                     | 
                
                 | 
                        ...ElementDetails  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    188
                 | 
                                    
                                                     | 
                
                 | 
                        weight  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    189
                 | 
                                    
                                                     | 
                
                 | 
                      }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    190
                 | 
                                    
                                                     | 
                
                 | 
                    }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    191
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    192
                 | 
                                    
                                                     | 
                
                 | 
                    fragment ElementDetails on GraphElement { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    193
                 | 
                                    
                                                     | 
                
                 | 
                      label  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    194
                 | 
                                    
                                                     | 
                
                 | 
                      type  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    195
                 | 
                                    
                                                     | 
                
                 | 
                      label  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    196
                 | 
                                    
                                                     | 
                
                 | 
                      color  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    197
                 | 
                                    
                                                     | 
                
                 | 
                      created  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    198
                 | 
                                    
                                                     | 
                
                 | 
                      updated  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    199
                 | 
                                    
                                                     | 
                
                 | 
                    }  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
                | 
                    200
                 | 
                                    
                                                     | 
                
                 | 
                    """  | 
            
            
                                                        
            
                                    
            
            
                | 
                    201
                 | 
                                    
                                                     | 
                
                 | 
                 |