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                    1
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                """Test Graph methods."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    2
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                from unittest import TestCase  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    3
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                from unittest.mock import MagicMock, call, patch  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    4
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                    5
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                # from napps.kytos.pathfinder.graph import KytosGraph  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    6
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                from graph import KytosGraph  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    7
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                from tests.helpers import (get_filter_links_fake, get_topology_mock,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    8
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                                           get_topology_with_metadata_mock)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    9
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                    10
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                # pylint: disable=arguments-differ, protected-access  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    11
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                    12
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                    13
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                class TestGraph(TestCase):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    14
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                    """Tests for the Main class."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    15
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    16
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                    @patch('networkx.Graph') | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    17
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                    def setUp(self, mock_graph):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    18
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                        """Execute steps before each tests."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    19
                 | 
                                    
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                        self.mock_graph = mock_graph.return_value  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    20
                 | 
                                    
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                        self.kytos_graph = KytosGraph()  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
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                    21
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                    22
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                    def test_clear(self):  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    23
                 | 
                                    
                                                     | 
                
                 | 
                        """Test clear."""  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    24
                 | 
                                    
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                        self.kytos_graph.clear()  | 
            
            
                                                                        
                            
            
                                    
            
            
                | 
                    25
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                    26
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                        self.mock_graph.clear.assert_called()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    27
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    28
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                    def setting_update_topology(self, *args):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    29
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                 | 
                        """Set the primary elements needed to  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    30
                 | 
                                    
                                                     | 
                
                 | 
                        test the topology update process."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    31
                 | 
                                    
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                 | 
                        (mock_update_nodes, mock_update_links) = args  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    32
                 | 
                                    
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                        topology = get_topology_mock()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    33
                 | 
                                    
                                                     | 
                
                 | 
                        self.kytos_graph.update_topology(topology)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    34
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    35
                 | 
                                    
                                                     | 
                
                 | 
                        self.mock_graph.clear.assert_called()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    36
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    37
                 | 
                                    
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                 | 
                        return mock_update_nodes, mock_update_links, topology  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    38
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    39
                 | 
                                    
                                                     | 
                
                 | 
                    # @patch('napps.kytos.pathfinder.graph.KytosGraph.update_links') | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    40
                 | 
                                    
                                                     | 
                
                 | 
                    # @patch('napps.kytos.pathfinder.graph.KytosGraph.update_nodes') | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    41
                 | 
                                    
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                    @patch('graph.KytosGraph.update_links') | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    42
                 | 
                                    
                                                     | 
                
                 | 
                    @patch('graph.KytosGraph.update_nodes') | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    43
                 | 
                                    
                                                     | 
                
                 | 
                    def test_update_topology_switches(self, *args):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    44
                 | 
                                    
                                                     | 
                
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                        """Test update topology."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    45
                 | 
                                    
                                                     | 
                
                 | 
                        mock_update_nodes, _, topology = self.setting_update_topology(*args)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    46
                 | 
                                    
                                                     | 
                
                 | 
                        mock_update_nodes.assert_called_with(topology.switches)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    47
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    48
                 | 
                                    
                                                     | 
                
                 | 
                    # @patch('napps.kytos.pathfinder.graph.KytosGraph.update_links') | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    49
                 | 
                                    
                                                     | 
                
                 | 
                    # @patch('napps.kytos.pathfinder.graph.KytosGraph.update_nodes') | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    50
                 | 
                                    
                                                     | 
                
                 | 
                    @patch('graph.KytosGraph.update_links') | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    51
                 | 
                                    
                                                     | 
                
                 | 
                    @patch('graph.KytosGraph.update_nodes') | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    52
                 | 
                                    
                                                     | 
                
                 | 
                    def test_update_topology_links(self, *args):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    53
                 | 
                                    
                                                     | 
                
                 | 
                        """Test update topology."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    54
                 | 
                                    
                                                     | 
                
                 | 
                        _, mock_update_links, topology = self.setting_update_topology(*args)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    55
                 | 
                                    
                                                     | 
                
                 | 
                        mock_update_links.assert_called_with(topology.links)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    56
                 | 
                                    
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    57
                 | 
                                    
                                                     | 
                
                 | 
                    def test_update_nodes(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    58
                 | 
                                    
                                                     | 
                
                 | 
                        """Test update nodes."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    59
                 | 
                                    
                                                     | 
                
                 | 
                        topology = get_topology_mock()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    60
                 | 
                                    
                                                     | 
                
                 | 
                        self.kytos_graph.update_nodes(topology.switches)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    61
                 | 
                                    
                                                     | 
                
                 | 
                        switch = topology.switches["00:00:00:00:00:00:00:01"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    62
                 | 
                                    
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    63
                 | 
                                    
                                                     | 
                
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                        calls = [call(switch.id)]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    64
                 | 
                                    
                                                     | 
                
                 | 
                        calls += [call(interface.id)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    65
                 | 
                                    
                                                     | 
                
                 | 
                                  for interface in switch.interfaces.values()]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    66
                 | 
                                    
                                                     | 
                
                 | 
                        self.mock_graph.add_node.assert_has_calls(calls)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    67
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    68
                 | 
                                    
                                                     | 
                
                 | 
                        calls = [call(switch.id, interface.id)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    69
                 | 
                                    
                                                     | 
                
                 | 
                                 for interface in switch.interfaces.values()]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    70
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    71
                 | 
                                    
                                                     | 
                
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                        self.mock_graph.add_edge.assert_has_calls(calls)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    72
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    73
                 | 
                                    
                                                     | 
                
                 | 
                    def test_update_nodes_2(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    74
                 | 
                                    
                                                     | 
                
                 | 
                        """Test update nodes."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    75
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    76
                 | 
                                    
                                                     | 
                
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                        effect = MagicMock(side_effect=AttributeError)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    77
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    78
                 | 
                                    
                                                     | 
                
                 | 
                        topology = get_topology_mock()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    79
                 | 
                                    
                                                     | 
                
                 | 
                        with self.assertRaises(Exception):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    80
                 | 
                                    
                                                     | 
                
                 | 
                            with patch.object(self.mock_graph, 'add_node', effect):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    81
                 | 
                                    
                                                     | 
                
                 | 
                                self.kytos_graph.update_nodes(topology.switches)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    82
                 | 
                                    
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    83
                 | 
                                    
                                                     | 
                
                 | 
                        self.assertRaises(AttributeError)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    84
                 | 
                                    
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    85
                 | 
                                    
                                                     | 
                
                 | 
                    def test_remove_switch_hops(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    86
                 | 
                                    
                                                     | 
                
                 | 
                        """Test remove switch hops."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    87
                 | 
                                    
                                                     | 
                
                 | 
                        circuit = {"hops": ["00:00:00:00:00:00:00:01:1", | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    88
                 | 
                                    
                                                     | 
                
                 | 
                                            "00:00:00:00:00:00:00:01",  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    89
                 | 
                                    
                                                     | 
                
                 | 
                                            "00:00:00:00:00:00:00:01:2"]}  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    90
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    91
                 | 
                                    
                                                     | 
                
                 | 
                        self.kytos_graph._remove_switch_hops(circuit)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    92
                 | 
                                    
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    93
                 | 
                                    
                                                     | 
                
                 | 
                        expected_circuit = {"hops": ["00:00:00:00:00:00:00:01:1", | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    94
                 | 
                                    
                                                     | 
                
                 | 
                                                     "00:00:00:00:00:00:00:01:2"]}  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    95
                 | 
                                    
                                                     | 
                
                 | 
                        self.assertEqual(circuit, expected_circuit)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    96
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    97
                 | 
                                    
                                                     | 
                
                 | 
                    @patch('networkx.shortest_simple_paths', return_value=["any"]) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    98
                 | 
                                    
                                                     | 
                
                 | 
                    def test_shortest_paths(self, mock_shortest_simple_paths):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    99
                 | 
                                    
                                                     | 
                
                 | 
                        """Test shortest paths."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    100
                 | 
                                    
                                                     | 
                
                 | 
                        source, dest = "00:00:00:00:00:00:00:01:1", "00:00:00:00:00:00:00:02:2"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    101
                 | 
                                    
                                                     | 
                
                 | 
                        shortest_paths = self.kytos_graph.shortest_paths(source, dest)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    102
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    103
                 | 
                                    
                                                     | 
                
                 | 
                        mock_shortest_simple_paths.assert_called_with(self.kytos_graph.graph,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    104
                 | 
                                    
                                                     | 
                
                 | 
                                                                      source, dest, None)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    105
                 | 
                                    
                                                     | 
                
                 | 
                        self.assertEqual(shortest_paths, ["any"])  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    106
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    107
                 | 
                                    
                                                     | 
                
                 | 
                    @patch('graph.combinations', autospec=True) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    108
                 | 
                                    
                                                     | 
                
                 | 
                    def test_constrained_flexible_paths(self, mock_combinations):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    109
                 | 
                                    
                                                     | 
                
                 | 
                        """Test shortest constrained paths."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    110
                 | 
                                    
                                                     | 
                
                 | 
                        source, dest = "00:00:00:00:00:00:00:01:1", "00:00:00:00:00:00:00:02:2"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    111
                 | 
                                    
                                                     | 
                
                 | 
                        minimum_hits = 1  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    112
                 | 
                                    
                                                     | 
                
                 | 
                        base_metrics = {"apple": 1} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    113
                 | 
                                    
                                                     | 
                
                 | 
                        flexible_metrics = {"pear": 2} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    114
                 | 
                                    
                                                     | 
                
                 | 
                        mock_combinations.return_value = [(('pear', 2),)] | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    115
                 | 
                                    
                                                     | 
                
                 | 
                        filtered_links = ["a", "b", "c"]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    116
                 | 
                                    
                                                     | 
                
                 | 
                        filtered_links_without_metadata = filtered_links[0:2]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    117
                 | 
                                    
                                                     | 
                
                 | 
                        constrained_shortest_paths = [["path1"], ["path2"]]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    118
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    119
                 | 
                                    
                                                     | 
                
                 | 
                        self.kytos_graph._constrained_shortest_paths = MagicMock(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    120
                 | 
                                    
                                                     | 
                
                 | 
                            return_value=constrained_shortest_paths)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    121
                 | 
                                    
                                                     | 
                
                 | 
                        self.kytos_graph._filter_links = MagicMock(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    122
                 | 
                                    
                                                     | 
                
                 | 
                            side_effect=get_filter_links_fake)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    123
                 | 
                                    
                                                     | 
                
                 | 
                        shortest_paths = self.kytos_graph.constrained_flexible_paths(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    124
                 | 
                                    
                                                     | 
                
                 | 
                            source, dest, minimum_hits, base=base_metrics,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    125
                 | 
                                    
                                                     | 
                
                 | 
                            flexible=flexible_metrics)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    126
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    127
                 | 
                                    
                                                     | 
                
                 | 
                        self.kytos_graph._constrained_shortest_paths.assert_has_calls([  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    128
                 | 
                                    
                                                     | 
                
                 | 
                            call(source, dest, filtered_links_without_metadata)])  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    129
                 | 
                                    
                                                     | 
                
                 | 
                        self.kytos_graph._filter_links.assert_called()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    130
                 | 
                                    
                                                     | 
                
                 | 
                        self.assertEqual(shortest_paths, [  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    131
                 | 
                                    
                                                     | 
                
                 | 
                            {"paths": constrained_shortest_paths, "metrics": | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    132
                 | 
                                    
                                                     | 
                
                 | 
                             {"apple": 1, "pear": 2}}]) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    133
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    134
                 | 
                                    
                                                     | 
                
                 | 
                    def test_get_link_metadata(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    135
                 | 
                                    
                                                     | 
                
                 | 
                        """Test metadata retrieval."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    136
                 | 
                                    
                                                     | 
                
                 | 
                        topology = get_topology_with_metadata_mock()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    137
                 | 
                                    
                                                     | 
                
                 | 
                        self.kytos_graph.update_nodes(topology.switches)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    138
                 | 
                                    
                                                     | 
                
                 | 
                        self.kytos_graph.update_links(topology.links)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    139
                 | 
                                    
                                                     | 
                
                 | 
                        endpoint_a = "S1:1"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    140
                 | 
                                    
                                                     | 
                
                 | 
                        endpoint_b = "S2:1"  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    141
                 | 
                                    
                                                     | 
                
                 | 
                        metadata = {"reliability": 5, "bandwidth": 100, "delay": 105} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    142
                 | 
                                    
                                                     | 
                
                 | 
                        self.kytos_graph.get_link_metadata = MagicMock(return_value=metadata)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    143
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    144
                 | 
                                    
                                                     | 
                
                 | 
                        result = self.kytos_graph.get_link_metadata(  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    145
                 | 
                                    
                                                     | 
                
                 | 
                            endpoint_a, endpoint_b)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    146
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
                | 
                    147
                 | 
                                    
                                                     | 
                
                 | 
                        self.assertEqual(result, metadata)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    148
                 | 
                                    
                                                     | 
                
                 | 
                 |