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                    1
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                                                     | 
                
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                """Main module of amlight/flow_stats Kytos Network Application.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    2
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                    3
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                This NApp does operations with flows not covered by Kytos itself.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    4
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                """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    5
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                                                     | 
                
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                # pylint: disable=too-many-return-statements,too-many-instance-attributes  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    6
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                # pylint: disable=too-many-arguments,too-many-branches,too-many-statements  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    7
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                    8
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                             1                          | 
                
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                from flask import jsonify, request  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    9
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                             1                          | 
                
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                from kytos.core import KytosNApp, log, rest  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    10
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                             1                          | 
                
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                from kytos.core.helpers import listen_to  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    11
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                    12
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                    13
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                # pylint: disable=too-many-public-methods  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    14
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                             1                          | 
                
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                class Main(KytosNApp):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    15
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                    """Main class of amlight/flow_stats NApp.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    16
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                    This class is the entry point for this napp.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    17
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                    """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    18
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                    19
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                             1                          | 
                
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                    def setup(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    20
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                        """Replace the '__init__' method for the KytosNApp subclass.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    21
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                        The setup method is automatically called by the controller when your  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    22
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                        application is loaded.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    23
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                        So, if you have any setup routine, insert it here.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    24
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                        """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    25
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                             1                          | 
                
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                        log.info('Starting Kytos/Amlight flow manager') | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    26
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                             1                          | 
                
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                        self.flows_stats_dict = {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    27
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                    28
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                             1                          | 
                
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                    def execute(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    29
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                 | 
                        """This method is executed right after the setup method execution.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    30
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                        You can also use this method in loop mode if you add to the above setup  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    31
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                        method a line like the following example:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    32
                 | 
                                    
                                                     | 
                
                 | 
                            self.execute_as_loop(30)  # 30-second interval.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    33
                 | 
                                    
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                        """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    34
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    35
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                             1                          | 
                
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                    def shutdown(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    36
                 | 
                                    
                                                     | 
                
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                        """This method is executed when your napp is unloaded.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    37
                 | 
                                    
                                                     | 
                
                 | 
                        If you have some cleanup procedure, insert it here.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    38
                 | 
                                    
                                                     | 
                
                 | 
                        """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    39
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    40
                 | 
                                    
                             1                          | 
                
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                    def flow_from_id(self, flow_id):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    41
                 | 
                                    
                                                     | 
                
                 | 
                        """Flow from given flow_id."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    42
                 | 
                                    
                             1                          | 
                
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                        return self.flows_stats_dict.get(flow_id)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    43
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    44
                 | 
                                    
                             1                          | 
                
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                    def flow_stats_by_dpid_flow_id(self, dpids):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    45
                 | 
                                    
                                                     | 
                
                 | 
                        """ Auxiliar funcion for v1/flow/stats endpoint implementation.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    46
                 | 
                                    
                                                     | 
                
                 | 
                        """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    47
                 | 
                                    
                             1                          | 
                
                 | 
                        flow_stats_by_id = {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    48
                 | 
                                    
                             1                          | 
                
                 | 
                        flows_stats_dict_copy = self.flows_stats_dict.copy()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    49
                 | 
                                    
                             1                          | 
                
                 | 
                        for flow_id, flow in flows_stats_dict_copy.items():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    50
                 | 
                                    
                                                     | 
                
                 | 
                            dpid = flow.switch.dpid  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    51
                 | 
                                    
                                                     | 
                
                 | 
                            if dpid in dpids:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    52
                 | 
                                    
                                                     | 
                
                 | 
                                if dpid not in flow_stats_by_id:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    53
                 | 
                                    
                                                     | 
                
                 | 
                                    flow_stats_by_id[dpid] = {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    54
                 | 
                                    
                                                     | 
                
                 | 
                                flow_stats_by_id[dpid].update({flow_id: flow.stats.as_dict()}) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    55
                 | 
                                    
                             1                          | 
                
                 | 
                        return flow_stats_by_id  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    56
                 | 
                                    
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    57
                 | 
                                    
                             1                          | 
                
                 | 
                    @rest('v1/flow/stats') | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    58
                 | 
                                    
                             1                          | 
                
                 | 
                    def flow_stats(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    59
                 | 
                                    
                                                     | 
                
                 | 
                        """Return the flows stats by dpid.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    60
                 | 
                                    
                                                     | 
                
                 | 
                        Return the stats of all flows if dpid is None  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    61
                 | 
                                    
                                                     | 
                
                 | 
                        """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    62
                 | 
                                    
                             1                          | 
                
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                        args = request.args  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    63
                 | 
                                    
                             1                          | 
                
                 | 
                        dpids = args.getlist("dpid", type=str) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    64
                 | 
                                    
                             1                          | 
                
                 | 
                        if len(dpids) == 0:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    65
                 | 
                                    
                                                     | 
                
                 | 
                            dpids = [sw.dpid for sw in self.controller.switches.values()]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    66
                 | 
                                    
                             1                          | 
                
                 | 
                        flow_stats_by_id = self.flow_stats_by_dpid_flow_id(dpids)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    67
                 | 
                                    
                             1                          | 
                
                 | 
                        return jsonify(flow_stats_by_id)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    68
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    69
                 | 
                                    
                             1                          | 
                
                 | 
                    @rest('v1/packet_count/<flow_id>') | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    70
                 | 
                                    
                             1                          | 
                
                 | 
                    def packet_count(self, flow_id):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    71
                 | 
                                    
                                                     | 
                
                 | 
                        """Packet count of an specific flow."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    72
                 | 
                                    
                             1                          | 
                
                 | 
                        flow = self.flow_from_id(flow_id)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    73
                 | 
                                    
                             1                          | 
                
                 | 
                        if flow is None:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    74
                 | 
                                    
                             1                          | 
                
                 | 
                            return "Flow does not exist", 404  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    75
                 | 
                                    
                             1                          | 
                
                 | 
                        packet_stats = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    76
                 | 
                                    
                                                     | 
                
                 | 
                            'flow_id': flow_id,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    77
                 | 
                                    
                                                     | 
                
                 | 
                            'packet_counter': flow.stats.packet_count,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    78
                 | 
                                    
                                                     | 
                
                 | 
                            'packet_per_second':  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    79
                 | 
                                    
                                                     | 
                
                 | 
                                flow.stats.packet_count / flow.stats.duration_sec  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    80
                 | 
                                    
                                                     | 
                
                 | 
                            }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    81
                 | 
                                    
                             1                          | 
                
                 | 
                        return jsonify(packet_stats)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    82
                 | 
                                    
                                                     | 
                
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    83
                 | 
                                    
                             1                          | 
                
                 | 
                    @rest('v1/bytes_count/<flow_id>') | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    84
                 | 
                                    
                             1                          | 
                
                 | 
                    def bytes_count(self, flow_id):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    85
                 | 
                                    
                                                     | 
                
                 | 
                        """Bytes count of an specific flow."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    86
                 | 
                                    
                             1                          | 
                
                 | 
                        flow = self.flow_from_id(flow_id)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    87
                 | 
                                    
                             1                          | 
                
                 | 
                        if flow is None:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    88
                 | 
                                    
                             1                          | 
                
                 | 
                            return "Flow does not exist", 404  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    89
                 | 
                                    
                             1                          | 
                
                 | 
                        bytes_stats = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    90
                 | 
                                    
                                                     | 
                
                 | 
                            'flow_id': flow_id,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    91
                 | 
                                    
                                                     | 
                
                 | 
                            'bytes_counter': flow.stats.byte_count,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    92
                 | 
                                    
                                                     | 
                
                 | 
                            'bits_per_second':  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    93
                 | 
                                    
                                                     | 
                
                 | 
                                flow.stats.byte_count * 8 / flow.stats.duration_sec  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    94
                 | 
                                    
                                                     | 
                
                 | 
                            }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    95
                 | 
                                    
                             1                          | 
                
                 | 
                        return jsonify(bytes_stats)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    96
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    97
                 | 
                                    
                             1                          | 
                
                 | 
                    @rest('v1/packet_count/per_flow/<dpid>') | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    98
                 | 
                                    
                             1                          | 
                
                 | 
                    def packet_count_per_flow(self, dpid):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    99
                 | 
                                    
                                                     | 
                
                 | 
                        """Per flow packet count."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    100
                 | 
                                    
                             1                          | 
                
                 | 
                        return self.flows_counters('packet_count', | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    101
                 | 
                                    
                                                     | 
                
                 | 
                                                   dpid,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    102
                 | 
                                    
                                                     | 
                
                 | 
                                                   counter='packet_counter',  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    103
                 | 
                                    
                                                     | 
                
                 | 
                                                   rate='packet_per_second')  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    104
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    105
                 | 
                                    
                             1                          | 
                
                 | 
                    @rest('v1/bytes_count/per_flow/<dpid>') | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    106
                 | 
                                    
                             1                          | 
                
                 | 
                    def bytes_count_per_flow(self, dpid):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    107
                 | 
                                    
                                                     | 
                
                 | 
                        """Per flow bytes count."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    108
                 | 
                                    
                             1                          | 
                
                 | 
                        return self.flows_counters('byte_count', | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    109
                 | 
                                    
                                                     | 
                
                 | 
                                                   dpid,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    110
                 | 
                                    
                                                     | 
                
                 | 
                                                   counter='bytes_counter',  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    111
                 | 
                                    
                                                     | 
                
                 | 
                                                   rate='bits_per_second')  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    112
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    113
                 | 
                                    
                             1                          | 
                
                 | 
                    def flows_counters(self, field, dpid, counter=None, rate=None,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    114
                 | 
                                    
                                                     | 
                
                 | 
                                       total=False):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    115
                 | 
                                    
                                                     | 
                
                 | 
                        """Calculate flows statistics.  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    116
                 | 
                                    
                                                     | 
                
                 | 
                        The returned statistics are both per flow and for the sum of flows  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    117
                 | 
                                    
                                                     | 
                
                 | 
                        """  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    118
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    119
                 | 
                                    
                             1                          | 
                
                 | 
                        if total:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    120
                 | 
                                    
                                                     | 
                
                 | 
                            count_flows = 0  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    121
                 | 
                                    
                                                     | 
                
                 | 
                        else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    122
                 | 
                                    
                             1                          | 
                
                 | 
                            count_flows = []  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    123
                 | 
                                    
                             1                          | 
                
                 | 
                            if not counter:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    124
                 | 
                                    
                             1                          | 
                
                 | 
                                counter = field  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    125
                 | 
                                    
                             1                          | 
                
                 | 
                            if not rate:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    126
                 | 
                                    
                             1                          | 
                
                 | 
                                rate = field  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    127
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    128
                 | 
                                    
                                                     | 
                
                 | 
                        # We don't have statistics persistence yet, so for now this only works  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    129
                 | 
                                    
                                                     | 
                
                 | 
                        # for start and end equals to zero  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    130
                 | 
                                    
                             1                          | 
                
                 | 
                        flows = self.flow_stats_by_dpid_flow_id([dpid])  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    131
                 | 
                                    
                             1                          | 
                
                 | 
                        flows = flows.get(dpid)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    132
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    133
                 | 
                                    
                             1                          | 
                
                 | 
                        if flows is None:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    134
                 | 
                                    
                             1                          | 
                
                 | 
                            return jsonify(count_flows)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    135
                 | 
                                    
                             1                          | 
                
                 | 
                        for flow_id, stats in flows.items():  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    136
                 | 
                                    
                             1                          | 
                
                 | 
                            count = stats[field]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    137
                 | 
                                    
                             1                          | 
                
                 | 
                            if total:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    138
                 | 
                                    
                                                     | 
                
                 | 
                                count_flows += count  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    139
                 | 
                                    
                                                     | 
                
                 | 
                            else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    140
                 | 
                                    
                             1                          | 
                
                 | 
                                per_second = count / stats['duration_sec']  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    141
                 | 
                                    
                             1                          | 
                
                 | 
                                if rate.startswith('bits'): | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    142
                 | 
                                    
                             1                          | 
                
                 | 
                                    per_second *= 8  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    143
                 | 
                                    
                             1                          | 
                
                 | 
                                count_flows.append({'flow_id': flow_id, | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    144
                 | 
                                    
                                                     | 
                
                 | 
                                                    counter: count,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    145
                 | 
                                    
                                                     | 
                
                 | 
                                                    rate: per_second})  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    146
                 | 
                                    
                             1                          | 
                
                 | 
                        return jsonify(count_flows)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    147
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    148
                 | 
                                    
                             1                          | 
                
                 | 
                    @listen_to('kytos/of_core.flow_stats.received') | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    149
                 | 
                                    
                             1                          | 
                
                 | 
                    def on_stats_received(self, event):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    150
                 | 
                                    
                                                     | 
                
                 | 
                        """Capture flow stats messages for OpenFlow 1.3."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    151
                 | 
                                    
                                                     | 
                
                 | 
                        self.handle_stats_received(event)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    152
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    153
                 | 
                                    
                             1                          | 
                
                 | 
                    def handle_stats_received(self, event):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    154
                 | 
                                    
                                                     | 
                
                 | 
                        """Handle flow stats messages for OpenFlow 1.3."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    155
                 | 
                                    
                             1                          | 
                
                 | 
                        if 'replies_flows' in event.content:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    156
                 | 
                                    
                             1                          | 
                
                 | 
                            replies_flows = event.content['replies_flows']  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    157
                 | 
                                    
                             1                          | 
                
                 | 
                            self.handle_stats_reply_received(replies_flows)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    158
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    159
                 | 
                                    
                             1                          | 
                
                 | 
                    def handle_stats_reply_received(self, replies_flows):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    160
                 | 
                                    
                                                     | 
                
                 | 
                        """Update the set of flows stats"""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    161
                 | 
                                    
                                                     | 
                
                 | 
                        self.flows_stats_dict.update({flow.id: flow for flow in replies_flows}) | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    162
                 | 
                                    
                                                     | 
                
                 | 
                 |