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                    1
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                """Flow serializer for OF 1.3."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    2
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                from itertools import chain  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    3
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                    4
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                from pyof.foundation.basic_types import HWAddress, IPAddress  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    5
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                from pyof.foundation.network_types import EtherType  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    6
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                from pyof.v0x04.common.action import (ActionOutput, ActionPopVLAN, ActionPush,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    7
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                                                      ActionSetField, ActionType)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    8
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                from pyof.v0x04.common.flow_instructions import InstructionApplyAction  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    9
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                from pyof.v0x04.common.flow_instructions import InstructionType as IType  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    10
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                from pyof.v0x04.common.flow_match import OxmOfbMatchField, OxmTLV, VlanId  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    11
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                from pyof.v0x04.common.port import PortNo  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    12
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                from pyof.v0x04.controller2switch.flow_mod import FlowMod  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    13
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                    14
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                from napps.kytos.flow_manager.serializers.base import FlowSerializer  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    15
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                    16
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                    17
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                class FlowSerializer13(FlowSerializer):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    18
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                    """Flow serializer for OpenFlow 1.3."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    19
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                    20
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                    def __init__(self):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    21
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                        """Initialize OF 1.3 specific variables."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    22
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                        super().__init__()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    23
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                        self._match_names = { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    24
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                            'in_port': OxmOfbMatchField.OFPXMT_OFB_IN_PORT,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    25
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                            'dl_src': OxmOfbMatchField.OFPXMT_OFB_ETH_SRC,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    26
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                            'dl_dst': OxmOfbMatchField.OFPXMT_OFB_ETH_DST,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    27
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                            'dl_type': OxmOfbMatchField.OFPXMT_OFB_ETH_TYPE,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    28
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                            'dl_vlan': OxmOfbMatchField.OFPXMT_OFB_VLAN_VID,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    29
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                            'dl_vlan_pcp': OxmOfbMatchField.OFPXMT_OFB_VLAN_PCP,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    30
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                            'nw_src': OxmOfbMatchField.OFPXMT_OFB_IPV4_SRC,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    31
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                            'nw_dst': OxmOfbMatchField.OFPXMT_OFB_IPV4_DST,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    32
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                            'nw_proto': OxmOfbMatchField.OFPXMT_OFB_IP_PROTO}  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    33
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                        # Invert match_values index  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    34
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                        self._match_values = {b: a for a, b in self._match_names.items()} | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
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                    35
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                    36
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                    def from_dict(self, dictionary):  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    37
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                        """Return an OF 1.0 FlowMod message from serialized dictionary."""  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    38
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                        flow_mod = FlowMod()  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    39
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                        instruction = InstructionApplyAction()  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    40
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                        flow_mod.instructions.append(instruction)  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    41
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                    42
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                        for field, data in dictionary.items():  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    43
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                            if field in self.flow_attributes:  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    44
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                                setattr(flow_mod, field, data)  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    45
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                            elif field == 'match':  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    46
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                                tlvs = self._match_from_dict(data)  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    47
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                                flow_mod.match.oxm_match_fields.append(list(tlvs))  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    48
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                            elif field == 'actions':  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    49
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                                actions = self._actions_from_list(data)  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    50
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                                instruction.actions.extend(list(actions))  | 
            
            
                                                                        
                            
            
                                    
            
            
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                    51
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                    52
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                        return flow_mod  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    53
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                    54
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                    def _match_from_dict(self, dictionary):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    55
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                        known_fields = ((field, data) for field, data in dictionary.items()  | 
            
                            
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                    56
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                                        if field in self._match_names)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    57
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                        for field_name, data in known_fields:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    58
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                            tlv = OxmTLV()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    59
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                            tlv.oxm_field = self._match_names[field_name]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    60
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                            # set oxm_value  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    61
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                            if field_name in ('dl_vlan_pcp', 'nw_proto'): | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    62
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                                tlv.oxm_value = data.to_bytes(1, 'big')  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    63
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                            elif field_name == 'dl_vlan':  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    64
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                                vid = data | VlanId.OFPVID_PRESENT  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    65
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                                tlv.oxm_value = vid.to_bytes(2, 'big')  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    66
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                            elif field_name in ('dl_src', 'dl_dst'): | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    67
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                                tlv.oxm_value = HWAddress(data).pack()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    68
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                            elif field_name in ('nw_src', 'nw_dst'): | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    69
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                                tlv.oxm_value = IPAddress(data).pack()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    70
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                            elif field_name == 'in_port':  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    71
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                                tlv.oxm_value = data.to_bytes(4, 'big')  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    72
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                            else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    73
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                                tlv.oxm_value = data.to_bytes(2, 'big')  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    74
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                            yield tlv  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    75
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                    76
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                    @classmethod  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    77
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                    def _actions_from_list(cls, action_list):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    78
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                        for action in action_list:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    79
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                            new_action = cls._action_from_dict(action)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    80
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                            if new_action:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    81
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                                yield new_action  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    82
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                    83
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                    @classmethod  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    84
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                    def _action_from_dict(cls, action):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    85
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                        if action['action_type'] == 'set_vlan':  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    86
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                            tlv = cls._create_vlan_tlv(vlan_id=action['vlan_id'])  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    87
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                            return ActionSetField(field=tlv)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    88
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                        elif action['action_type'] == 'output':  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    89
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                            if action['port'] == 'controller':  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    90
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                                return ActionOutput(port=PortNo.OFPP_CONTROLLER)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    91
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                            return ActionOutput(port=action['port'])  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    92
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                        elif action['action_type'] == 'push_vlan':  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    93
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                            if action['tag_type'] == 's':  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    94
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                                ethertype = EtherType.VLAN_QINQ  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    95
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                            else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    96
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                                ethertype = EtherType.VLAN  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    97
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                            return ActionPush(action_type=ActionType.OFPAT_PUSH_VLAN,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    98
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                 | 
                                              ethertype=ethertype)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    99
                 | 
                                    
                                                     | 
                
                 | 
                        elif action['action_type'] == 'pop_vlan':  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    100
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                            return ActionPopVLAN()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    101
                 | 
                                    
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    102
                 | 
                                    
                                                     | 
                
                 | 
                    @staticmethod  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    103
                 | 
                                    
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                 | 
                    def _create_vlan_tlv(vlan_id):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    104
                 | 
                                    
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                 | 
                        tlv = OxmTLV()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    105
                 | 
                                    
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                 | 
                        tlv.oxm_field = OxmOfbMatchField.OFPXMT_OFB_VLAN_VID  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    106
                 | 
                                    
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                 | 
                        oxm_value = vlan_id | VlanId.OFPVID_PRESENT  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    107
                 | 
                                    
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                 | 
                        tlv.oxm_value = oxm_value.to_bytes(2, 'big')  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    108
                 | 
                                    
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                 | 
                        return tlv  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    109
                 | 
                                    
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    110
                 | 
                                    
                                                     | 
                
                 | 
                    def to_dict(self, flow_stats):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    111
                 | 
                                    
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                 | 
                        """Return a dictionary created from input 1.3 switch's flows."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    112
                 | 
                                    
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                 | 
                        flow_dict = {field: data.value | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    113
                 | 
                                    
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                 | 
                                     for field, data in vars(flow_stats).items()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    114
                 | 
                                    
                                                     | 
                
                 | 
                                     if field in self.flow_attributes}  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    115
                 | 
                                    
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                 | 
                        flow_dict['match'] = self._match_to_dict(flow_stats)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    116
                 | 
                                    
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                 | 
                        flow_dict['actions'] = self._actions_to_list(flow_stats)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    117
                 | 
                                    
                                                     | 
                
                 | 
                        return flow_dict  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    118
                 | 
                                    
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                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    119
                 | 
                                    
                                                     | 
                
                 | 
                    def _match_to_dict(self, flow_stats):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    120
                 | 
                                    
                                                     | 
                
                 | 
                        match_dict = {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    121
                 | 
                                    
                                                     | 
                
                 | 
                        fields = (field for field in flow_stats.match.oxm_match_fields  | 
            
                            
                    | 
                        
                     | 
                     | 
                     | 
                    
                                                                                                    
                        
                         
                                                                                        
                                                                                     
                     | 
                
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    122
                 | 
                                    
                                                     | 
                
                 | 
                                  if field.oxm_field in self._match_values)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    123
                 | 
                                    
                                                     | 
                
                 | 
                        for field in fields:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    124
                 | 
                                    
                                                     | 
                
                 | 
                            match_field = self._match_values[field.oxm_field]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    125
                 | 
                                    
                                                     | 
                
                 | 
                            if match_field == 'dl_vlan':  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    126
                 | 
                                    
                                                     | 
                
                 | 
                                data = int.from_bytes(field.oxm_value, 'big') & 4095  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    127
                 | 
                                    
                                                     | 
                
                 | 
                            elif match_field in ('dl_src', 'dl_dst'): | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    128
                 | 
                                    
                                                     | 
                
                 | 
                                addr = HWAddress()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    129
                 | 
                                    
                                                     | 
                
                 | 
                                addr.unpack(field.oxm_value)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    130
                 | 
                                    
                                                     | 
                
                 | 
                                data = str(addr)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    131
                 | 
                                    
                                                     | 
                
                 | 
                            elif match_field in ('nw_src', 'nw_dst'): | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    132
                 | 
                                    
                                                     | 
                
                 | 
                                addr = IPAddress()  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    133
                 | 
                                    
                                                     | 
                
                 | 
                                addr.unpack(field.oxm_value)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    134
                 | 
                                    
                                                     | 
                
                 | 
                                data = str(addr)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    135
                 | 
                                    
                                                     | 
                
                 | 
                            else:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    136
                 | 
                                    
                                                     | 
                
                 | 
                                data = int.from_bytes(field.oxm_value, 'big')  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    137
                 | 
                                    
                                                     | 
                
                 | 
                            match_dict[match_field] = data  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    138
                 | 
                                    
                                                     | 
                
                 | 
                        return match_dict  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    139
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    140
                 | 
                                    
                                                     | 
                
                 | 
                    def _actions_to_list(self, flow_stats):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    141
                 | 
                                    
                                                     | 
                
                 | 
                        actions_list = []  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    142
                 | 
                                    
                                                     | 
                
                 | 
                        for action in self._filter_actions(flow_stats):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    143
                 | 
                                    
                                                     | 
                
                 | 
                            action_dict = self._action_to_dict(action)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    144
                 | 
                                    
                                                     | 
                
                 | 
                            actions_list.append(action_dict)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    145
                 | 
                                    
                                                     | 
                
                 | 
                        return actions_list  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    146
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    147
                 | 
                                    
                                                     | 
                
                 | 
                    @staticmethod  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    148
                 | 
                                    
                                                     | 
                
                 | 
                    def _action_to_dict(action):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    149
                 | 
                                    
                                                     | 
                
                 | 
                        if action.action_type == ActionType.OFPAT_SET_FIELD:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    150
                 | 
                                    
                                                     | 
                
                 | 
                            if action.field.oxm_field == OxmOfbMatchField.OFPXMT_OFB_VLAN_VID:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    151
                 | 
                                    
                                                     | 
                
                 | 
                                data = int.from_bytes(action.field.oxm_value, 'big') & 4095  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    152
                 | 
                                    
                                                     | 
                
                 | 
                                return {'action_type': 'set_vlan', 'vlan_id': data} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    153
                 | 
                                    
                                                     | 
                
                 | 
                        elif action.action_type == ActionType.OFPAT_OUTPUT:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    154
                 | 
                                    
                                                     | 
                
                 | 
                            if action.port == PortNo.OFPP_CONTROLLER:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    155
                 | 
                                    
                                                     | 
                
                 | 
                                return {'action_type': 'output', 'port': 'controller'} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    156
                 | 
                                    
                                                     | 
                
                 | 
                            return {'action_type': 'output', 'port': action.port.value} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    157
                 | 
                                    
                                                     | 
                
                 | 
                        elif action.action_type == ActionType.OFPAT_PUSH_VLAN:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    158
                 | 
                                    
                                                     | 
                
                 | 
                            if action.ethertype == EtherType.VLAN_QINQ:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    159
                 | 
                                    
                                                     | 
                
                 | 
                                return {'action_type': 'push_vlan', 'tag_type': 's'} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    160
                 | 
                                    
                                                     | 
                
                 | 
                            return {'action_type': 'push_vlan', 'tag_type': 'c'} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    161
                 | 
                                    
                                                     | 
                
                 | 
                        elif action.action_type == ActionType.OFPAT_POP_VLAN:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    162
                 | 
                                    
                                                     | 
                
                 | 
                            return {'action_type': 'pop_vlan'} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    163
                 | 
                                    
                                                     | 
                
                 | 
                        return {} | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    164
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    165
                 | 
                                    
                                                     | 
                
                 | 
                    @staticmethod  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    166
                 | 
                                    
                                                     | 
                
                 | 
                    def _filter_actions(flow_stats):  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    167
                 | 
                                    
                                                     | 
                
                 | 
                        """Filter instructions and return a list of their actions."""  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    168
                 | 
                                    
                                                     | 
                
                 | 
                        instructions = (inst for inst in flow_stats.instructions  | 
            
                            
                    | 
                        
                     | 
                     | 
                     | 
                    
                                                                                                    
                        
                         
                                                                                        
                                                                                     
                     | 
                
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    169
                 | 
                                    
                                                     | 
                
                 | 
                                        if inst.instruction_type == IType.OFPIT_APPLY_ACTIONS)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    170
                 | 
                                    
                                                     | 
                
                 | 
                        action_lists = (instruction.actions for instruction in instructions)  | 
            
                            
                    | 
                        
                     | 
                     | 
                     | 
                    
                                                                                                    
                        
                         
                                                                                        
                                                                                     
                     | 
                
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    171
                 | 
                                    
                                                     | 
                
                 | 
                        # Make a list from a list of lists  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
                | 
                    172
                 | 
                                    
                                                     | 
                
                 | 
                        return chain.from_iterable(action_lists)  | 
            
            
                                                        
            
                                    
            
            
                | 
                    173
                 | 
                                    
                                                     | 
                
                 | 
                 |