Exemplo n.º 1
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def actions_to_ryu(actions, rule):
    """ Converts a list of actions to a list of ryu actions

        This returns both a instruction list and any extra messages that
        are required to install the instructions such as group mod messages.
        Currently this is not smart about reusing groups.

        actions: A iterable list actions such as ActionSet, ActionList,
                 or Bucket.
        rule: The rule being converted
        return: A tuple ([actions], [extra messages])
    """
    ret = []
    extra_messages = []
    for action in actions:
        if action[0] == 'OUTPUT':
            ret.append(parser.OFPActionOutput(action[1]))
        elif action[0] == 'COPY_TTL_OUT':
            ret.append(parser.OFPActionCopyTtlOut())
        elif action[0] == 'COPY_TTL_IN':
            ret.append(parser.OFPActionCopyTtlIn())
        elif action[0] == 'SET_MPLS_TTL':
            ret.append(parser.OFPActionSetMplsTtl(action[1]))
        elif action[0] == 'DEC_MPLS_TTL':
            ret.append(parser.OFPActionDecMplsTtl())
        elif action[0] == 'PUSH_VLAN':
            ret.append(parser.OFPActionPushVlan(action[1]))
        elif action[0] == 'POP_VLAN':
            ret.append(parser.OFPActionPopVlan())
        elif action[0] == 'PUSH_MPLS':
            ret.append(parser.OFPActionPushMpls(action[1]))
        elif action[0] == 'POP_MPLS':
            ret.append(parser.OFPActionPopMpls(action[1]))
        elif action[0] == 'SET_QUEUE':
            ret.append(parser.OFPActionSetQueue(action[1]))
        elif action[0] == 'GROUP':
            if isinstance(action[1], Group):
                group_id, extra = group_to_ryu(action[1], rule)
                ret.append(parser.OFPActionGroup(group_id))
                extra_messages += extra
            else:
                ret.append(parser.OFPActionGroup(action[1]))
        elif action[0] == 'SET_NW_TTL':
            ret.append(parser.OFPActionSetNwTtl(action[1]))
        elif action[0] == 'DEC_NW_TTL':
            ret.append(parser.OFPActionDecNwTtl())
        elif action[0] == 'SET_FIELD':
            set_field = {action[1][0].lower(): action[1][1]}
            ret.append(parser.OFPActionSetField(**set_field))
        elif action[0] == 'PUSH_PBB':
            ret.append(parser.OFPActionPushPbb(action[1]))
        elif action[0] == 'POP_PBB':
            ret.append(parser.OFPActionPopPbb())
        else:
            assert not "GGRR"
    return (ret, extra_messages)
Exemplo n.º 2
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    def flow_example_groups(self, dp):
        # a flow to correctly forward all traffic to m1, but implemented using
        # group tables

        # you can specify multiple buckets, and each bucket can perform multple
        # actions
        buckets = [
            parser.OFPBucket(actions=[parser.OFPActionOutput(4)]),
        ]
        # create the group
        # docs: https://ryu.readthedocs.io/en/latest/ofproto_v1_3_ref.html#ryu.ofproto.ofproto_v1_3_parser.OFPGroupMod
        dp.send_msg(
            parser.OFPGroupMod(dp,
                               command=ofproto.OFPGC_ADD,
                               type_=ofproto.OFPGT_SELECT,
                               group_id=1,
                               buckets=buckets))

        # create a match to send packets to the new group
        match = parser.OFPMatch(eth_type=ether_types.ETH_TYPE_IP,
                                ipv4_dst='44.0.0.0/8')
        # you've been using this all along, see: self.program_flow in cockpit.py
        instructions = [
            parser.OFPInstructionActions(ofproto.OFPIT_APPLY_ACTIONS,
                                         [parser.OFPActionGroup(group_id=1)])
        ]
        dp.send_msg(
            parser.OFPFlowMod(dp,
                              match=match,
                              instructions=instructions,
                              priority=1))
    def _switch_features_handler(self, ev):

        datapath = ev.msg.datapath
        # set group table
        self.send_group_mod(datapath)
        match = parser.OFPMatch(in_port = 1)
        actions = [parser.OFPActionGroup(group_id = 1)]
        self.program_flow(datapath, match, actions, priority = 10, hard_timeout = 0, idle_timeout = 0)
    def _switch_features_handler(self, ev):
        datapath = ev.msg.datapath
        self.datapaths[datapath.id] = datapath
        self.statistics.append({})

        # All packets with a destination address in the IP address range 22.0.0.0/8 are expected to arrive at host H2
        match = parser.OFPMatch(eth_type=ether_types.ETH_TYPE_IP,
                                ipv4_src=('11.0.0.0', '255.0.0.0'),
                                ipv4_dst=('22.0.0.0', '255.0.0.0'))
        actions = [parser.OFPActionOutput(2)]
        self.program_flow(datapath,
                          match,
                          actions,
                          priority=20,
                          hard_timeout=0,
                          idle_timeout=0)

        # All packets with a destination address in the IP address range 33.0.0.0/8 are expected to arrive at host H3
        match = parser.OFPMatch(eth_type=ether_types.ETH_TYPE_IP,
                                ipv4_src=('11.0.0.0', '255.0.0.0'),
                                ipv4_dst=('33.0.0.0', '255.0.0.0'))
        actions = [parser.OFPActionOutput(3)]
        self.program_flow(datapath,
                          match,
                          actions,
                          priority=20,
                          hard_timeout=0,
                          idle_timeout=0)

        # traffic destined to 44.0.0.0/8 should be forwarded in such a way that the overall traffic is evenly distributed among the two hosts H2 and H3
        # set group table
        self.send_group_mod(datapath)
        match = parser.OFPMatch(eth_type=ether_types.ETH_TYPE_IP,
                                ipv4_src=('11.0.0.0', '255.0.0.0'),
                                ipv4_dst=('44.0.0.0', '255.0.0.0'))
        actions = [parser.OFPActionGroup(group_id=1)]
        self.program_flow(datapath,
                          match,
                          actions,
                          priority=10,
                          hard_timeout=0,
                          idle_timeout=0)
Exemplo n.º 5
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def group_act(group_id):
    """Return an action to run a group."""
    return parser.OFPActionGroup(group_id)
Exemplo n.º 6
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    def install_probing(self, datapath):
        '''Redirect node rules'''
        if datapath.id == 2:
            '''Packet duplication group entry'''
            buckets = []
            actions = [
                ofparser.OFPActionSetField(mpls_label=17),
                ofparser.OFPActionOutput(port=3)
            ]
            buckets.append(ofparser.OFPBucket(actions=actions))
            actions = [
                ofparser.OFPActionSetField(mpls_label=100),
                ofparser.OFPActionOutput(port=1)
            ]
            buckets.append(ofparser.OFPBucket(actions=actions))

            req = ofparser.OFPGroupMod(datapath=datapath,
                                       type_=ofproto.OFPGT_ALL,
                                       group_id=0,
                                       buckets=buckets)
            datapath.send_msg(req)
            '''Probing rule: packet duplicated in both primary and detour path'''
            match = ofparser.OFPMatch(in_port=2,
                                      state=100,
                                      eth_dst="00:00:00:00:00:06",
                                      eth_src="00:00:00:00:00:01",
                                      eth_type=0x8847)
            actions = [
                osparser.OFPExpActionSetState(state=17,
                                              table_id=0,
                                              hard_timeout=10,
                                              hard_rollback=100),
                ofparser.OFPActionGroup(0)
            ]
            self.add_flow(datapath=datapath,
                          table_id=0,
                          priority=10,
                          match=match,
                          actions=actions)
            '''Match on probe packet: switch back to the primary path'''
            match = ofparser.OFPMatch(in_port=1,
                                      mpls_label=100,
                                      eth_dst="00:00:00:00:00:06",
                                      eth_src="00:00:00:00:00:01",
                                      eth_type=0x8847)
            actions = [osparser.OFPExpActionSetState(state=0, table_id=0)]
            self.add_flow(datapath=datapath,
                          table_id=0,
                          priority=10,
                          match=match,
                          actions=actions)
            '''Failure: switch on the detour path and set probing timeout'''
            match = ofparser.OFPMatch(in_port=1,
                                      mpls_label=17,
                                      eth_dst="00:00:00:00:00:06",
                                      eth_src="00:00:00:00:00:01",
                                      eth_type=0x8847)
            actions = [
                osparser.OFPExpActionSetState(state=17,
                                              table_id=0,
                                              hard_timeout=10,
                                              hard_rollback=100),
                ofparser.OFPActionOutput(port=3)
            ]
            self.add_flow(datapath=datapath,
                          table_id=0,
                          priority=10,
                          match=match,
                          actions=actions,
                          command=ofproto.OFPFC_MODIFY)
        '''Detect node rules'''
        if datapath.id == 3:
            '''Probe handler group entry'''
            buckets = []
            actions = [ofparser.OFPActionOutput(port=2)]
            buckets.append(ofparser.OFPBucket(watch_port=2, actions=actions))
            actions = []
            buckets.append(ofparser.OFPBucket(watch_port=1, actions=actions))
            req = ofparser.OFPGroupMod(datapath=datapath,
                                       type_=ofproto.OFPGT_FF,
                                       group_id=0,
                                       buckets=buckets)
            datapath.send_msg(req)
            '''Probe handler: if the link is up, the probe packet will be forwarded toward the next node, otherwise drop'''
            match = ofparser.OFPMatch(in_port=1,
                                      state=0,
                                      mpls_label=100,
                                      eth_dst="00:00:00:00:00:06",
                                      eth_src="00:00:00:00:00:01",
                                      eth_type=0x8847)
            actions = [ofparser.OFPActionGroup(group_id=0)]
            self.add_flow(datapath=datapath,
                          table_id=0,
                          priority=100,
                          match=match,
                          actions=actions)
            '''It sends back a probe packet coming from the no more "unreachable node"'''
            match = ofparser.OFPMatch(in_port=2,
                                      state=0,
                                      mpls_label=100,
                                      eth_dst="00:00:00:00:00:06",
                                      eth_src="00:00:00:00:00:01",
                                      eth_type=0x8847)
            actions = [ofparser.OFPActionOutput(1)]
            self.add_flow(datapath=datapath,
                          table_id=0,
                          priority=10,
                          match=match,
                          actions=actions)
        '''Unreachable node'''
        if datapath.id == 4:
            '''probe handler: it sends back a probe message coming from the previous node'''
            match = ofparser.OFPMatch(in_port=1,
                                      state=0,
                                      mpls_label=100,
                                      eth_dst="00:00:00:00:00:06",
                                      eth_src="00:00:00:00:00:01",
                                      eth_type=0x8847)
            actions = [ofparser.OFPActionOutput(ofproto.OFPP_IN_PORT)]
            self.add_flow(datapath=datapath,
                          table_id=0,
                          priority=100,
                          match=match,
                          actions=actions)
Exemplo n.º 7
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def group_act(group_id):
    return parser.OFPActionGroup(group_id)
Exemplo n.º 8
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    def install_spines(self, datapath):
        ######################### TABLE 1 CONFIG ###############
        req = bebaparser.OFPExpMsgConfigureStatefulTable(datapath=datapath,
                                                         table_id=0,
                                                         stateful=1)
        datapath.send_msg(req)
        """ Set lookup extractor = {eth_dst} """
        req = bebaparser.OFPExpMsgKeyExtract(
            datapath=datapath,
            command=bebaproto.OFPSC_EXP_SET_L_EXTRACTOR,
            fields=[ofproto.OXM_OF_IN_PORT],
            table_id=0)
        datapath.send_msg(req)
        """ Set update extractor = {eth_dst}  """
        req = bebaparser.OFPExpMsgKeyExtract(
            datapath=datapath,
            command=bebaproto.OFPSC_EXP_SET_U_EXTRACTOR,
            fields=[ofproto.OXM_OF_IN_PORT],
            table_id=0)
        datapath.send_msg(req)

        # mpls extractor
        req = bebaparser.OFPExpMsgHeaderFieldExtract(
            datapath=datapath,
            table_id=0,
            extractor_id=0,
            field=ofproto.OXM_OF_MPLS_LABEL)
        datapath.send_msg(req)

        # timestamp extractor
        req = bebaparser.OFPExpMsgHeaderFieldExtract(
            datapath=datapath,
            table_id=0,
            extractor_id=1,
            field=bebaproto.OXM_EXP_TIMESTAMP)
        datapath.send_msg(req)

        # packet length extractor
        req = bebaparser.OFPExpMsgHeaderFieldExtract(
            datapath=datapath,
            table_id=0,
            extractor_id=2,
            field=bebaproto.OXM_EXP_PKT_LEN)
        datapath.send_msg(req)

        req = bebaparser.OFPExpMsgSetCondition(
            datapath=datapath,
            condition=bebaproto.CONDITION_GTE,
            condition_id=0,
            table_id=0,
            operand_1_hf_id=1,
            operand_2_fd_id=4)
        datapath.send_msg(req)

        ########################### TABLE 1: MEASURING #####################

        for i in LEAVES:
            if i == 1:
                out_ports = [2, 3]
            elif i == 2:
                out_ports = [1, 3]
            elif i == 3:
                out_ports = [1, 2]

            buckets = []
            actions = [
                bebaparser.OFPExpActionWriteContextToField(
                    src_type=bebaproto.SOURCE_TYPE_GLOBAL_DATA_VAR,
                    src_id=4,
                    dst_field=ofproto.OXM_OF_MPLS_LABEL),
                ofparser.OFPActionOutput(out_ports[0])
            ]
            buckets.append(ofparser.OFPBucket(actions=actions))

            actions = [
                bebaparser.OFPExpActionWriteContextToField(
                    src_type=bebaproto.SOURCE_TYPE_GLOBAL_DATA_VAR,
                    src_id=5,
                    dst_field=ofproto.OXM_OF_MPLS_LABEL),
                ofparser.OFPActionOutput(out_ports[1])
            ]
            buckets.append(ofparser.OFPBucket(actions=actions))

            # send the group action
            req = ofparser.OFPGroupMod(datapath=datapath,
                                       type_=ofproto.OFPGT_ALL,
                                       group_id=i,
                                       buckets=buckets)
            datapath.send_msg(req)

            match = ofparser.OFPMatch(in_port=i, eth_type=0x8847)
            actions = [
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=0,
                    opcode=bebaproto.OPCODE_SUM,
                    output_gd_id=4,
                    operand_1_hf_id=0,
                    operand_2_gd_id=out_ports[0]),
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=0,
                    opcode=bebaproto.OPCODE_SUM,
                    output_gd_id=5,
                    operand_1_hf_id=0,
                    operand_2_gd_id=out_ports[1]),
                ofparser.OFPActionGroup(i)
            ]
            self.add_flow(datapath=datapath,
                          priority=600,
                          table_id=0,
                          match=match,
                          actions=actions)

            # first packet of a flow
            match = ofparser.OFPMatch(state=0, in_port=i)
            actions = [
                bebaparser.OFPExpActionSetState(table_id=0,
                                                state=1,
                                                idle_timeout=2),
                # saves timestamp
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=0,
                    opcode=bebaproto.OPCODE_SUM,
                    output_fd_id=4,
                    operand_1_hf_id=1,
                    operand_2_cost=PROBE_FREQ)
            ]
            insts = [
                ofparser.OFPInstructionActions(ofproto.OFPIT_APPLY_ACTIONS,
                                               actions),
                ofparser.OFPInstructionGotoTable(1)
            ]
            mod = ofparser.OFPFlowMod(datapath=datapath,
                                      table_id=0,
                                      priority=500,
                                      match=match,
                                      instructions=insts)
            datapath.send_msg(mod)

            # simple forwarding packets go to second table to forward
            match = ofparser.OFPMatch(state=1, in_port=i, condition0=1)
            actions = [  # calculates deltaT: FDV[1]=HF[1]-FDV[0]=TS_NOW - TS_LAST
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=0,
                    opcode=bebaproto.OPCODE_SUB,
                    output_fd_id=1,
                    operand_1_hf_id=1,
                    operand_2_fd_id=0),
                # calculates rate: R = (bytes / deltaT_ms) * 8 [kb/s]
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=0,
                    opcode=bebaproto.OPCODE_MUL,
                    output_fd_id=2,
                    operand_1_fd_id=2,
                    operand_2_cost=8),
                # stores the result in FDV[3]: THE FLOW ESTIMATED RATE
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=0,
                    opcode=bebaproto.OPCODE_DIV,
                    output_fd_id=2,
                    operand_1_fd_id=2,
                    operand_2_fd_id=1),
                # calculates ewma
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=0,
                    opcode=bebaproto.OPCODE_EWMA,
                    output_fd_id=3,
                    operand_1_fd_id=3,
                    operand_2_cost=ALPHA,
                    operand_3_fd_id=2),
                # saves current timestamp
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=0,
                    opcode=bebaproto.OPCODE_SUM,
                    output_fd_id=0,
                    operand_1_hf_id=1,
                    operand_2_cost=0),
                # saves timestamp + probe freq
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=0,
                    opcode=bebaproto.OPCODE_SUM,
                    output_fd_id=4,
                    operand_1_hf_id=1,
                    operand_2_cost=PROBE_FREQ),
                # reset byte counter
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=0,
                    opcode=bebaproto.OPCODE_SUB,
                    output_fd_id=2,
                    operand_1_fd_id=2,
                    operand_2_fd_id=2),
                # saves in GDV[i] the ewma
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=0,
                    opcode=bebaproto.OPCODE_SUM,
                    output_gd_id=i,
                    operand_1_fd_id=3,
                    operand_2_cost=0)
            ]
            instructions = [
                ofparser.OFPInstructionActions(ofproto.OFPIT_APPLY_ACTIONS,
                                               actions),
                ofparser.OFPInstructionGotoTable(1)
            ]
            mod = ofparser.OFPFlowMod(datapath=datapath,
                                      priority=0,
                                      table_id=0,
                                      match=match,
                                      instructions=instructions)
            datapath.send_msg(mod)

            match = ofparser.OFPMatch(state=1, in_port=i, condition0=0)
            actions = [
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=0,
                    opcode=bebaproto.OPCODE_SUM,
                    output_fd_id=2,
                    operand_1_fd_id=2,
                    operand_2_hf_id=2)
            ]
            instructions = [
                ofparser.OFPInstructionActions(ofproto.OFPIT_APPLY_ACTIONS,
                                               actions),
                ofparser.OFPInstructionGotoTable(1)
            ]
            mod = ofparser.OFPFlowMod(datapath=datapath,
                                      priority=0,
                                      table_id=0,
                                      match=match,
                                      instructions=instructions)
            datapath.send_msg(mod)

        ######################## TABLE 2: FORWARDING ################
        for i in LEAVES:
            match = ofparser.OFPMatch(eth_dst=MAC_ADDRS[i - 1])
            actions = [ofparser.OFPActionOutput(i)]
            self.add_flow(datapath=datapath,
                          table_id=1,
                          priority=0,
                          match=match,
                          actions=actions)
Exemplo n.º 9
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    def install_leaves(self, datapath):
        ##################################### TABLE 0: DISPATCHING ##################################################

        ######################### TABLE 0 CONFIG ###############
        req = bebaparser.OFPExpMsgConfigureStatefulTable(datapath=datapath,
                                                         table_id=0,
                                                         stateful=1)
        datapath.send_msg(req)
        """ Set lookup extractor = {eth_dst} """
        req = bebaparser.OFPExpMsgKeyExtract(
            datapath=datapath,
            command=bebaproto.OFPSC_EXP_SET_L_EXTRACTOR,
            fields=[ofproto.OXM_OF_IN_PORT],
            table_id=0)
        datapath.send_msg(req)
        """ Set update extractor = {eth_dst}  """
        req = bebaparser.OFPExpMsgKeyExtract(
            datapath=datapath,
            command=bebaproto.OFPSC_EXP_SET_U_EXTRACTOR,
            fields=[ofproto.OXM_OF_IN_PORT],
            table_id=0)
        datapath.send_msg(req)
        """ Field extractor for mpls label """
        req = bebaparser.OFPExpMsgHeaderFieldExtract(
            datapath=datapath,
            table_id=0,
            extractor_id=0,
            field=ofproto.OXM_OF_MPLS_LABEL)
        datapath.send_msg(req)
        """ Field extractor for timestamp """
        req = bebaparser.OFPExpMsgHeaderFieldExtract(
            datapath=datapath,
            table_id=0,
            extractor_id=1,
            field=bebaproto.OXM_EXP_TIMESTAMP)
        datapath.send_msg(req)
        """ Packet counter_max for designing probe frequency """
        req = bebaparser.OFPExpMsgsSetGlobalDataVariable(
            datapath=datapath, table_id=0, global_data_variable_id=0, value=9)
        datapath.send_msg(req)
        """ Condition C0: if counter reaches counter_max, then trigger probe sending """
        req = bebaparser.OFPExpMsgSetCondition(
            datapath=datapath,
            table_id=0,
            condition_id=0,
            condition=bebaproto.CONDITION_GTE,
            operand_1_fd_id=0,
            operand_2_gd_id=0)
        datapath.send_msg(req)

        req = bebaparser.OFPExpMsgSetCondition(
            datapath=datapath,
            table_id=0,
            condition_id=3,
            condition=bebaproto.CONDITION_GTE,
            operand_1_fd_id=0,
            operand_2_gd_id=0)
        datapath.send_msg(req)

        ##################################### TABLE 0 FLOWS ##################################################
        """ RECEIVE PROBE ACTION """
        """ When a probe is received tab0 sends it to tab3"""
        """ match: 	MPLS """
        """ no action """
        """ instruction: goto tab3"""

        match = ofparser.OFPMatch(eth_type=0x8847)
        instructions = [ofparser.OFPInstructionGotoTable(3)]
        mod = ofparser.OFPFlowMod(datapath=datapath,
                                  table_id=0,
                                  priority=200,
                                  match=match,
                                  instructions=instructions)
        datapath.send_msg(mod)

        for i in UPPER_PORTS:
            """ Writes metadata 1 if C0 is true (i.e. if it's time to send probe) to inform the Util Table (2) """
            match = ofparser.OFPMatch(in_port=i, condition0=1)
            actions = [
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=0,
                    opcode=bebaproto.OPCODE_SUB,
                    output_fd_id=0,
                    operand_1_fd_id=0,
                    operand_2_gd_id=0),
                ofparser.OFPActionPushMpls()
            ]  #push mpls for tab 2
            instructions = [
                ofparser.OFPInstructionActions(ofproto.OFPIT_APPLY_ACTIONS,
                                               actions),
                ofparser.OFPInstructionWriteMetadata(metadata=1,
                                                     metadata_mask=0xffffffff),
                ofparser.OFPInstructionGotoTable(2)
            ]
            mod = ofparser.OFPFlowMod(datapath=datapath,
                                      table_id=0,
                                      priority=50,
                                      match=match,
                                      instructions=instructions)
            datapath.send_msg(mod)
            """ If C0 is false, update the counter (i++) and go to Util Table for ewma measuring """
            match = ofparser.OFPMatch(in_port=i, condition0=0)
            actions = [
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=0,
                    opcode=bebaproto.OPCODE_SUM,
                    output_fd_id=0,
                    operand_1_fd_id=0,
                    operand_2_cost=1)
            ]
            instructions = [
                ofparser.OFPInstructionActions(ofproto.OFPIT_APPLY_ACTIONS,
                                               actions),
                ofparser.OFPInstructionGotoTable(2)
            ]
            mod = ofparser.OFPFlowMod(datapath=datapath,
                                      table_id=0,
                                      priority=30,
                                      match=match,
                                      instructions=instructions)
            datapath.send_msg(mod)
        """ For packets from down ports (attached to hosts): go to ToR Discovery table (1) """
        for i in DOWN_PORTS:
            match = ofparser.OFPMatch(in_port=i)
            instructions = [ofparser.OFPInstructionGotoTable(1)]
            mod = ofparser.OFPFlowMod(datapath=datapath,
                                      table_id=0,
                                      priority=0,
                                      match=match,
                                      instructions=instructions)
            datapath.send_msg(mod)

        for i in [0, 1]:
            match = ofparser.OFPMatch(in_port=3,
                                      eth_type=0x0800,
                                      ip_proto=6,
                                      tcp_dst=10000 + i)
            actions = [ofparser.OFPActionOutput(i + 1)]
            self.add_flow(datapath=datapath,
                          table_id=0,
                          priority=200,
                          match=match,
                          actions=actions)

            match = ofparser.OFPMatch(in_port=3,
                                      eth_type=0x0800,
                                      ip_proto=6,
                                      tcp_src=10000 + i)
            actions = [ofparser.OFPActionOutput(i + 1)]
            self.add_flow(datapath=datapath,
                          table_id=0,
                          priority=200,
                          match=match,
                          actions=actions)

        ######################## TABLE 1 ToR DISCOVERY  #########################################################

        # this cycle writes metadata specifying to which leaf belongs the packet
        for i in LEAVES:
            if (i != datapath.id):
                match = ofparser.OFPMatch(eth_dst=MAC_ADDRS[i - 1])
                instructions = [
                    ofparser.OFPInstructionWriteMetadata(
                        metadata=i, metadata_mask=0xffffffff),
                    ofparser.OFPInstructionGotoTable(3)
                ]
                mod = ofparser.OFPFlowMod(datapath=datapath,
                                          table_id=1,
                                          priority=0,
                                          match=match,
                                          instructions=instructions)
                datapath.send_msg(mod)

        ######################### TABLE 2: ACTIVE PROBING ######################################################

        ################### TABLE 2 CONFIG #########

        req = bebaparser.OFPExpMsgConfigureStatefulTable(datapath=datapath,
                                                         table_id=2,
                                                         stateful=1)
        datapath.send_msg(req)
        """ Set lookup extractor = {IN_PORT} """
        req = bebaparser.OFPExpMsgKeyExtract(
            datapath=datapath,
            command=bebaproto.OFPSC_EXP_SET_L_EXTRACTOR,
            fields=[ofproto.OXM_OF_IN_PORT],
            table_id=2)
        datapath.send_msg(req)
        """ Set update extractor = {IN_PORT}  """
        req = bebaparser.OFPExpMsgKeyExtract(
            datapath=datapath,
            command=bebaproto.OFPSC_EXP_SET_U_EXTRACTOR,
            fields=[ofproto.OXM_OF_IN_PORT],
            table_id=2)
        datapath.send_msg(req)
        # multiply factor: convert to kbit/s
        req = bebaparser.OFPExpMsgsSetGlobalDataVariable(
            datapath=datapath,
            table_id=2,
            global_data_variable_id=0,
            value=8000)
        datapath.send_msg(req)

        # number of averaging samples
        req = bebaparser.OFPExpMsgsSetGlobalDataVariable(
            datapath=datapath, table_id=2, global_data_variable_id=3, value=40)
        datapath.send_msg(req)

        req = bebaparser.OFPExpMsgHeaderFieldExtract(
            datapath=datapath,
            table_id=2,
            extractor_id=1,
            field=bebaproto.OXM_EXP_TIMESTAMP)
        datapath.send_msg(req)

        req = bebaparser.OFPExpMsgHeaderFieldExtract(
            datapath=datapath,
            table_id=2,
            extractor_id=2,
            field=bebaproto.OXM_EXP_PKT_LEN)
        datapath.send_msg(req)

        req = bebaparser.OFPExpMsgSetCondition(
            datapath=datapath,
            condition=bebaproto.CONDITION_GTE,
            condition_id=0,
            table_id=2,
            operand_1_fd_id=4,
            operand_2_gd_id=3)
        datapath.send_msg(req)

        ############################### TABLE 2 FLOWS #############################
        """ For every packet coming from spine ports, calculates ewma """
        for i in UPPER_PORTS:
            #simply ewma measuring
            match = ofparser.OFPMatch(in_port=i, condition0=1)
            actions_ewma_1 = [  #calculates deltaT: FDV[1]=HF[1]-FDV[0]=TS_NOW - TS_LAST
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=2,
                    opcode=bebaproto.OPCODE_SUB,
                    output_fd_id=1,
                    operand_1_hf_id=1,
                    operand_2_fd_id=0),
                #calculates rate: R = (bytes / deltaT_us) * 1000 kB/s
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=2,
                    opcode=bebaproto.OPCODE_MUL,
                    output_fd_id=2,
                    operand_1_fd_id=2,
                    operand_2_gd_id=0),
                #stores the result in FDV[3]: THE FLOW ESTIMATED RATE
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=2,
                    opcode=bebaproto.OPCODE_DIV,
                    output_fd_id=2,
                    operand_1_fd_id=2,
                    operand_2_fd_id=1),
                #calculates ewma
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=2,
                    opcode=bebaproto.OPCODE_EWMA,
                    output_fd_id=3,
                    operand_1_fd_id=3,
                    operand_2_cost=bebaproto.EWMA_PARAM_0250,
                    operand_3_fd_id=2),
                #saves current timestamp
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=2,
                    opcode=bebaproto.OPCODE_SUM,
                    output_fd_id=0,
                    operand_1_hf_id=1,
                    operand_2_cost=0),
                #counter returns to zero
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=2,
                    opcode=bebaproto.OPCODE_SUB,
                    output_fd_id=4,
                    operand_1_fd_id=4,
                    operand_2_fd_id=4),
                # saves in GDV[i] the ewma
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=2,
                    opcode=bebaproto.OPCODE_SUM,
                    output_gd_id=i,
                    operand_1_fd_id=3,
                    operand_2_cost=0)
            ]
            self.add_flow(datapath=datapath,
                          table_id=2,
                          priority=30,
                          match=match,
                          actions=actions_ewma_1 +
                          [ofparser.OFPActionOutput(3)])

            match = ofparser.OFPMatch(in_port=i, condition0=0)
            actions_ewma_2 = [
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=2,
                    opcode=bebaproto.OPCODE_SUM,
                    output_fd_id=2,
                    operand_1_fd_id=2,
                    operand_2_hf_id=2),
                bebaparser.OFPExpActionSetDataVariable(
                    table_id=2,
                    opcode=bebaproto.OPCODE_SUM,
                    output_fd_id=4,
                    operand_1_fd_id=4,
                    operand_2_cost=1)
            ]
            self.add_flow(datapath=datapath,
                          table_id=2,
                          priority=30,
                          match=match,
                          actions=actions_ewma_2 +
                          [ofparser.OFPActionOutput(3)])
            """ PROBES: When it matches metadata=1 it means that this packet has to be duplicated to piggyback on it the probe """

            #group mod for packet duplication and probing
            buckets = []
            actions1 = [
                ofparser.OFPActionSetField(mpls_tc=datapath.id),  #the GDV[i]
                bebaparser.OFPExpActionWriteContextToField(
                    src_type=bebaproto.SOURCE_TYPE_GLOBAL_DATA_VAR,
                    src_id=i,
                    dst_field=ofproto.OXM_OF_MPLS_LABEL),
                ofparser.OFPActionOutput(ofproto.OFPP_IN_PORT)
            ]
            buckets.append(ofparser.OFPBucket(actions=actions1))

            actions1 = [
                ofparser.OFPActionSetField(
                    mpls_tc=datapath.id),  #the GDV[other]
                bebaparser.OFPExpActionWriteContextToField(
                    src_type=bebaproto.SOURCE_TYPE_GLOBAL_DATA_VAR,
                    src_id=(1 if i == 2 else 2),
                    dst_field=ofproto.OXM_OF_MPLS_LABEL),
                ofparser.OFPActionOutput((1 if i == 2 else 2))
            ]
            buckets.append(ofparser.OFPBucket(actions=actions1))

            req = ofparser.OFPGroupMod(datapath=datapath,
                                       type_=ofproto.OFPGT_ALL,
                                       group_id=i,
                                       buckets=buckets)
            datapath.send_msg(req)

            # actual match and actions: group action, popMpls() and output(3)
            match = ofparser.OFPMatch(in_port=i, eth_type=0x8847, metadata=1)
            actions = [
                ofparser.OFPActionGroup(i),
                ofparser.OFPActionPopMpls(),
                ofparser.OFPActionOutput(3)
            ]
            self.add_flow(datapath=datapath,
                          table_id=2,
                          priority=100,
                          match=match,
                          actions=actions)

            for j in [0, 1]:
                match = ofparser.OFPMatch(in_port=i,
                                          eth_type=0x0800,
                                          ip_proto=6,
                                          tcp_dst=10000 + j,
                                          condition0=1)
                actions = actions_ewma_1 + [ofparser.OFPActionOutput(3)]
                self.add_flow(datapath=datapath,
                              table_id=2,
                              priority=150,
                              match=match,
                              actions=actions)

                match = ofparser.OFPMatch(in_port=i,
                                          eth_type=0x0800,
                                          ip_proto=6,
                                          tcp_src=10000 + j,
                                          condition0=1)
                actions = actions_ewma_1 + [ofparser.OFPActionOutput(3)]
                self.add_flow(datapath=datapath,
                              table_id=2,
                              priority=150,
                              match=match,
                              actions=actions)

                match = ofparser.OFPMatch(in_port=i,
                                          eth_type=0x0800,
                                          ip_proto=6,
                                          tcp_dst=10000 + j,
                                          condition0=0)
                actions = actions_ewma_2 + [ofparser.OFPActionOutput(3)]
                self.add_flow(datapath=datapath,
                              table_id=2,
                              priority=150,
                              match=match,
                              actions=actions)

                match = ofparser.OFPMatch(in_port=i,
                                          eth_type=0x0800,
                                          ip_proto=6,
                                          tcp_src=10000 + j,
                                          condition0=0)
                actions = actions_ewma_2 + [ofparser.OFPActionOutput(3)]
                self.add_flow(datapath=datapath,
                              table_id=2,
                              priority=150,
                              match=match,
                              actions=actions)

        ######################## TABLE 3: FORWARDING ##############################################################

        ######################## TABLE 3 CONFIG #####################################################################

        ##### GDV[1] contains path utilization to dest 1 on port 1
        ##### GDV[2] contains path utilization to dest 2 on port 1
        ##### GDV[3] contains path utilization to dest 1 on port 2
        ##### GDV[4] contains path utilization to dest 2 on port 2

        req = bebaparser.OFPExpMsgConfigureStatefulTable(datapath=datapath,
                                                         table_id=3,
                                                         stateful=1)
        datapath.send_msg(req)
        """ Set lookup extractor = {ETH_DST IP_PROTO TCP_DST} """
        req = bebaparser.OFPExpMsgKeyExtract(
            datapath=datapath,
            command=bebaproto.OFPSC_EXP_SET_L_EXTRACTOR,
            fields=[
                ofproto.OXM_OF_IPV4_SRC, ofproto.OXM_OF_IPV4_DST,
                ofproto.OXM_OF_TCP_SRC, ofproto.OXM_OF_TCP_DST
            ],
            table_id=3)
        datapath.send_msg(req)
        """ Set update extractor = {}  """
        req = bebaparser.OFPExpMsgKeyExtract(
            datapath=datapath,
            command=bebaproto.OFPSC_EXP_SET_U_EXTRACTOR,
            fields=[
                ofproto.OXM_OF_IPV4_SRC, ofproto.OXM_OF_IPV4_DST,
                ofproto.OXM_OF_TCP_SRC, ofproto.OXM_OF_TCP_DST
            ],
            table_id=3)
        datapath.send_msg(req)

        req = bebaparser.OFPExpMsgHeaderFieldExtract(
            datapath=datapath,
            table_id=3,
            extractor_id=0,
            field=ofproto.OXM_OF_MPLS_LABEL)
        datapath.send_msg(req)

        req = bebaparser.OFPExpMsgHeaderFieldExtract(
            datapath=datapath,
            table_id=3,
            extractor_id=1,
            field=bebaproto.OXM_EXP_TIMESTAMP)
        datapath.send_msg(req)

        req = bebaparser.OFPExpMsgHeaderFieldExtract(
            datapath=datapath,
            table_id=3,
            extractor_id=2,
            field=bebaproto.OXM_EXP_PKT_LEN)
        datapath.send_msg(req)

        # GDV[0] = multiply factor
        req = bebaparser.OFPExpMsgsSetGlobalDataVariable(
            datapath=datapath,
            table_id=3,
            global_data_variable_id=0,
            value=8000)
        datapath.send_msg(req)

        # GDV[6] = packets needed for average
        req = bebaparser.OFPExpMsgsSetGlobalDataVariable(
            datapath=datapath,
            table_id=3,
            global_data_variable_id=6,
            value=40 - 1)
        datapath.send_msg(req)

        # GDV[5] = elephant flow threshold
        req = bebaparser.OFPExpMsgsSetGlobalDataVariable(
            datapath=datapath,
            table_id=3,
            global_data_variable_id=5,
            value=2000)  # 2000 kb/s
        datapath.send_msg(req)

        # Lower flow threshold
        req = bebaparser.OFPExpMsgsSetGlobalDataVariable(
            datapath=datapath,
            table_id=3,
            global_data_variable_id=7,
            value=300)
        datapath.send_msg(req)

        for i in [1, 2, 3]:
            req = bebaparser.OFPExpMsgsSetGlobalDataVariable(
                datapath=datapath,
                table_id=3,
                global_data_variable_id=i,
                value=0)
            datapath.send_msg(req)

        #################################### TABLE 3 FLOWS ###################################

        # many conditions as the number of LEAVES-1
        # for i in LEAVES except datapath.id: create condition[i]

        # in the case of 2 Spines. For more spines the configuration becomes more complex
        for destLeaf in [1, 2]:
            # C[destinationLeaf]: which port is less utilized?
            req = bebaparser.OFPExpMsgSetCondition(
                datapath=datapath,
                condition=bebaproto.CONDITION_LTE,
                condition_id=destLeaf,
                table_id=3,
                operand_1_gd_id=destLeaf,
                operand_2_gd_id=destLeaf + 2)
            datapath.send_msg(req)

        # C[0], has the flow exceeded threshold? i.e. flow_rate >= threshold => FDV[3] >= GDV[5]
        req = bebaparser.OFPExpMsgSetCondition(
            datapath=datapath,
            condition=bebaproto.CONDITION_GTE,
            condition_id=0,
            table_id=3,
            operand_1_fd_id=3,
            operand_2_gd_id=5)
        datapath.send_msg(req)

        # C[3], is the other flow lower than a value? FDV[4] < GDV[7] ?
        req = bebaparser.OFPExpMsgSetCondition(
            datapath=datapath,
            condition=bebaproto.CONDITION_LTE,
            condition_id=3,
            table_id=3,
            operand_1_fd_id=4,
            operand_2_gd_id=7)
        datapath.send_msg(req)

        # C[4]: did the counter reach counterMax? FDV[5] = GDV[6] ?
        req = bebaparser.OFPExpMsgSetCondition(
            datapath=datapath,
            condition=bebaproto.CONDITION_EQ,
            condition_id=4,
            table_id=3,
            operand_1_fd_id=5,
            operand_2_gd_id=6)
        datapath.send_msg(req)

        # leaf number dependent flows
        if datapath.id == 1:
            #LEAF 1 new flows: fetch the destination leaf and check the appropriate condition
            match1true = ofparser.OFPMatch(metadata=2, condition1=1,
                                           state=0)  #dst=2, port 1
            match2true = ofparser.OFPMatch(metadata=3, condition2=1,
                                           state=0)  #dst=3, port 1
            match1false = ofparser.OFPMatch(metadata=2, condition1=0,
                                            state=0)  #dst=2, port 2
            match2false = ofparser.OFPMatch(metadata=3, condition2=0,
                                            state=0)  #dst=3, port 2
        elif datapath.id == 2:
            #LEAF 2 new flows: fetch the destination leaf and check the appropriate condition
            match1true = ofparser.OFPMatch(metadata=1, condition1=1,
                                           state=0)  #dst=1, port 1
            match2true = ofparser.OFPMatch(metadata=3, condition2=1,
                                           state=0)  #dst=3, port 1
            match1false = ofparser.OFPMatch(metadata=1, condition1=0,
                                            state=0)  #dst=1, port 2
            match2false = ofparser.OFPMatch(metadata=3, condition2=0,
                                            state=0)  #dst=3, port 2
        elif datapath.id == 3:
            #LEAF 3 new flows: fetch the destination leaf and check the appropriate condition
            match1true = ofparser.OFPMatch(metadata=1, condition1=1,
                                           state=0)  #dst=1, port 1
            match2true = ofparser.OFPMatch(metadata=2, condition2=1,
                                           state=0)  #dst=2, port 1
            match1false = ofparser.OFPMatch(metadata=1, condition1=0,
                                            state=0)  #dst=1, port 2
            match2false = ofparser.OFPMatch(metadata=2, condition2=0,
                                            state=0)  #dst=2, port 2

        #if port 1 is better, set_state(1) and output 1
        actions_true = [
            bebaparser.OFPExpActionSetState(state=1,
                                            table_id=3,
                                            idle_timeout=5),
            ofparser.OFPActionOutput(1)
        ]
        #if port 2 is better, set_state(2) and output 2
        actions_false = [
            bebaparser.OFPExpActionSetState(state=2,
                                            table_id=3,
                                            idle_timeout=5),
            ofparser.OFPActionOutput(2)
        ]

        self.add_flow(datapath=datapath,
                      table_id=3,
                      priority=20,
                      match=match1true,
                      actions=actions_true)
        self.add_flow(datapath=datapath,
                      table_id=3,
                      priority=20,
                      match=match2true,
                      actions=actions_true)
        self.add_flow(datapath=datapath,
                      table_id=3,
                      priority=20,
                      match=match1false,
                      actions=actions_false)
        self.add_flow(datapath=datapath,
                      table_id=3,
                      priority=20,
                      match=match2false,
                      actions=actions_false)
        """ extract external probes' data and store in GDVs """

        match = ofparser.OFPMatch(eth_type=0x8847, mpls_tc=datapath.id)
        self.add_flow(datapath=datapath,
                      table_id=3,
                      priority=300,
                      match=match,
                      actions=[])

        for i in UPPER_PORTS:
            for leafNo in LEAVES:
                match = ofparser.OFPMatch(in_port=i,
                                          eth_type=0x8847,
                                          mpls_tc=leafNo)
                """ actions: save in GDVs external probes' data """
                if datapath.id == 1:
                    if leafNo == 2:
                        actions = [
                            bebaparser.OFPExpActionSetDataVariable(
                                table_id=3,
                                opcode=bebaproto.OPCODE_SUM,
                                output_gd_id=(1 if i == 1 else 3),
                                operand_1_hf_id=0,
                                operand_2_cost=0)
                        ]
                    elif leafNo == 3:
                        actions = [
                            bebaparser.OFPExpActionSetDataVariable(
                                table_id=3,
                                opcode=bebaproto.OPCODE_SUM,
                                output_gd_id=(2 if i == 1 else 4),
                                operand_1_hf_id=0,
                                operand_2_cost=0)
                        ]
                elif datapath.id == 2:
                    if leafNo == 1:
                        actions = [
                            bebaparser.OFPExpActionSetDataVariable(
                                table_id=3,
                                opcode=bebaproto.OPCODE_SUM,
                                output_gd_id=(1 if i == 1 else 3),
                                operand_1_hf_id=0,
                                operand_2_cost=0)
                        ]
                    elif leafNo == 3:
                        actions = [
                            bebaparser.OFPExpActionSetDataVariable(
                                table_id=3,
                                opcode=bebaproto.OPCODE_SUM,
                                output_gd_id=(2 if i == 1 else 4),
                                operand_1_hf_id=0,
                                operand_2_cost=0)
                        ]
                elif datapath.id == 3:
                    if leafNo == 1:
                        actions = [
                            bebaparser.OFPExpActionSetDataVariable(
                                table_id=3,
                                opcode=bebaproto.OPCODE_SUM,
                                output_gd_id=(1 if i == 1 else 3),
                                operand_1_hf_id=0,
                                operand_2_cost=0)
                        ]
                    elif leafNo == 2:
                        actions = [
                            bebaparser.OFPExpActionSetDataVariable(
                                table_id=3,
                                opcode=bebaproto.OPCODE_SUM,
                                output_gd_id=(2 if i == 1 else 4),
                                operand_1_hf_id=0,
                                operand_2_cost=0)
                        ]

                self.add_flow(datapath=datapath,
                              table_id=3,
                              priority=200,
                              match=match,
                              actions=actions)

        for s in UPPER_PORTS:
            for metadata in LEAVES:
                # normal conditions, installed flows continue flowing, calculates ewma if counter reaches max
                match = ofparser.OFPMatch(in_port=3,
                                          state=s,
                                          metadata=metadata,
                                          condition4=1)
                actions_ewma = [  #calculates deltaT: FDV[1]=HF[1]-FDV[0]=TS_NOW - TS_LAST
                    bebaparser.OFPExpActionSetDataVariable(
                        table_id=3,
                        opcode=bebaproto.OPCODE_SUB,
                        output_fd_id=1,
                        operand_1_hf_id=1,
                        operand_2_fd_id=0),
                    #calculates rate: R = (bytes / deltaT_us) * 1000 kB/s
                    bebaparser.OFPExpActionSetDataVariable(
                        table_id=3,
                        opcode=bebaproto.OPCODE_MUL,
                        output_fd_id=2,
                        operand_1_fd_id=2,
                        operand_2_gd_id=0),
                    #stores the result in FDV[3]: THE FLOW ESTIMATED RATE
                    bebaparser.OFPExpActionSetDataVariable(
                        table_id=3,
                        opcode=bebaproto.OPCODE_DIV,
                        output_fd_id=2,
                        operand_1_fd_id=2,
                        operand_2_fd_id=1),
                    #calculates ewma
                    bebaparser.OFPExpActionSetDataVariable(
                        table_id=3,
                        opcode=bebaproto.OPCODE_EWMA,
                        output_fd_id=3,
                        operand_1_fd_id=3,
                        operand_2_cost=bebaproto.EWMA_PARAM_0250,
                        operand_3_fd_id=2),
                    #saves current timestamp
                    bebaparser.OFPExpActionSetDataVariable(
                        table_id=3,
                        opcode=bebaproto.OPCODE_SUM,
                        output_fd_id=0,
                        operand_1_hf_id=1,
                        operand_2_cost=0),
                    #counter returns to zero
                    bebaparser.OFPExpActionSetDataVariable(
                        table_id=3,
                        opcode=bebaproto.OPCODE_SUB,
                        output_fd_id=5,
                        operand_1_fd_id=5,
                        operand_2_fd_id=5)
                ]

                # FDV[4] = flow's alternative path utilization
                if datapath.id == 1:
                    if metadata == 2:
                        actions_ewma += [
                            bebaparser.OFPExpActionSetDataVariable(
                                table_id=3,
                                opcode=bebaproto.OPCODE_SUM,
                                output_fd_id=4,
                                operand_1_gd_id=(1 if s == 2 else 3),
                                operand_2_cost=0)
                        ]
                    elif metadata == 3:
                        actions_ewma += [
                            bebaparser.OFPExpActionSetDataVariable(
                                table_id=3,
                                opcode=bebaproto.OPCODE_SUM,
                                output_fd_id=4,
                                operand_1_gd_id=(2 if s == 2 else 4),
                                operand_2_cost=0)
                        ]
                elif datapath.id == 2:
                    if metadata == 1:
                        actions_ewma += [
                            bebaparser.OFPExpActionSetDataVariable(
                                table_id=3,
                                opcode=bebaproto.OPCODE_SUM,
                                output_fd_id=4,
                                operand_1_gd_id=(1 if s == 2 else 3),
                                operand_2_cost=0)
                        ]
                    elif metadata == 3:
                        actions_ewma += [
                            bebaparser.OFPExpActionSetDataVariable(
                                table_id=3,
                                opcode=bebaproto.OPCODE_SUM,
                                output_fd_id=4,
                                operand_1_gd_id=(2 if s == 2 else 4),
                                operand_2_cost=0)
                        ]
                elif datapath.id == 3:
                    if metadata == 1:
                        actions_ewma += [
                            bebaparser.OFPExpActionSetDataVariable(
                                table_id=3,
                                opcode=bebaproto.OPCODE_SUM,
                                output_fd_id=4,
                                operand_1_gd_id=(1 if s == 2 else 3),
                                operand_2_cost=0)
                        ]
                    elif metadata == 2:
                        actions_ewma += [
                            bebaparser.OFPExpActionSetDataVariable(
                                table_id=3,
                                opcode=bebaproto.OPCODE_SUM,
                                output_fd_id=4,
                                operand_1_gd_id=(2 if s == 2 else 4),
                                operand_2_cost=0)
                        ]
                actions = actions_ewma + [ofparser.OFPActionOutput(s)]
                self.add_flow(datapath=datapath,
                              table_id=3,
                              priority=30,
                              match=match,
                              actions=actions)
                # normal conditions
                match = ofparser.OFPMatch(in_port=3,
                                          state=s,
                                          metadata=metadata,
                                          condition4=0)
                actions_ewma_bg = [
                    bebaparser.OFPExpActionSetDataVariable(
                        table_id=3,
                        opcode=bebaproto.OPCODE_SUM,
                        output_fd_id=2,
                        operand_1_fd_id=2,
                        operand_2_hf_id=2),
                    bebaparser.OFPExpActionSetDataVariable(
                        table_id=3,
                        opcode=bebaproto.OPCODE_SUM,
                        output_fd_id=5,
                        operand_1_fd_id=5,
                        operand_2_cost=1)
                ]
                actions = actions_ewma_bg + [ofparser.OFPActionOutput(s)]
                self.add_flow(datapath=datapath,
                              table_id=3,
                              priority=30,
                              match=match,
                              actions=actions)

                ########### match for extended states: same thing as in normal states but evaluate condition0 ##########
                match = ofparser.OFPMatch(in_port=3,
                                          state=s + (1 << 5),
                                          metadata=metadata,
                                          condition0=1,
                                          condition4=1)
                actions = actions_ewma + [ofparser.OFPActionOutput(s)]
                self.add_flow(datapath=datapath,
                              table_id=3,
                              priority=35,
                              match=match,
                              actions=actions)

                match = ofparser.OFPMatch(in_port=3,
                                          state=s + (1 << 5),
                                          metadata=metadata,
                                          condition0=1,
                                          condition4=0)
                actions = actions_ewma_bg + [ofparser.OFPActionOutput(s)]
                self.add_flow(datapath=datapath,
                              table_id=3,
                              priority=35,
                              match=match,
                              actions=actions)

                ############# condition[0] and [3] are verified, (i.e. big flow) change port ###########
                match = ofparser.OFPMatch(in_port=3,
                                          state=s,
                                          condition0=1,
                                          condition3=1)
                actions = [
                    bebaparser.OFPExpActionSetState(
                        state=(1 if s == 2 else 2) + (1 << 5),
                        table_id=3,
                        idle_timeout=5),
                    ofparser.OFPActionOutput(1 if s == 2 else 2)
                ]
                self.add_flow(datapath=datapath,
                              table_id=3,
                              priority=40,
                              match=match,
                              actions=actions)

                ########### if the flow returns to a rate under the threshold #############################
                match = ofparser.OFPMatch(in_port=3,
                                          state=s + (1 << 5),
                                          condition0=0)
                actions = [
                    bebaparser.OFPExpActionSetState(state=s,
                                                    table_id=3,
                                                    idle_timeout=5),
                    ofparser.OFPActionOutput(s)
                ]
                self.add_flow(datapath=datapath,
                              table_id=3,
                              priority=50,
                              match=match,
                              actions=actions)
Exemplo n.º 10
0
    def install_spines(self, datapath):
        ######################### TABLE 1 CONFIG ###############
        req = bebaparser.OFPExpMsgConfigureStatefulTable(
            datapath=datapath,
            table_id=0,
            stateful=1)
        datapath.send_msg(req)

        """ Set lookup extractor = {eth_dst} """
        req = bebaparser.OFPExpMsgKeyExtract(datapath=datapath,
                                             command=bebaproto.OFPSC_EXP_SET_L_EXTRACTOR,
                                             fields=[ofproto.OXM_OF_IN_PORT],
                                             table_id=0)
        datapath.send_msg(req)

        """ Set update extractor = {eth_dst}  """
        req = bebaparser.OFPExpMsgKeyExtract(datapath=datapath,
                                             command=bebaproto.OFPSC_EXP_SET_U_EXTRACTOR,
                                             fields=[ofproto.OXM_OF_IN_PORT],
                                             table_id=0)
        datapath.send_msg(req)

        # multiply factor
        req = bebaparser.OFPExpMsgsSetGlobalDataVariable(
            datapath=datapath,
            table_id=0,
            global_data_variable_id=0,
            value=8000)
        datapath.send_msg(req)

        # averaging points
        req = bebaparser.OFPExpMsgsSetGlobalDataVariable(
            datapath=datapath,
            table_id=0,
            global_data_variable_id=1,
            value=AVG_SAMPLES)
        datapath.send_msg(req)

        # mpls extractor
        req = bebaparser.OFPExpMsgHeaderFieldExtract(
            datapath=datapath,
            table_id=0,
            extractor_id=0,
            field=ofproto.OXM_OF_MPLS_LABEL
        )
        datapath.send_msg(req)

        # timestamp
        req = bebaparser.OFPExpMsgHeaderFieldExtract(
            datapath=datapath,
            table_id=0,
            extractor_id=1,
            field=bebaproto.OXM_EXP_TIMESTAMP
        )
        datapath.send_msg(req)

        # packet lenght
        req = bebaparser.OFPExpMsgHeaderFieldExtract(
            datapath=datapath,
            table_id=0,
            extractor_id=2,
            field=bebaproto.OXM_EXP_PKT_LEN)
        datapath.send_msg(req)

        req = bebaparser.OFPExpMsgSetCondition(
            datapath=datapath,
            condition=bebaproto.CONDITION_GTE,
            condition_id=0,
            table_id=0,
            operand_1_fd_id=4,
            operand_2_gd_id=1)
        datapath.send_msg(req)

        ########################### TABLE 1: MEASURING #####################

        for i in LEAVES:
            if i == 1:
                out_ports = [6, 7]
            elif i == 2:
                out_ports = [5, 7]
            elif i == 3:
                out_ports = [5, 6]

            buckets = []
            actions = [
                bebaparser.OFPExpActionWriteContextToField(src_type=bebaproto.SOURCE_TYPE_GLOBAL_DATA_VAR, src_id=3,
                                                           dst_field=ofproto.OXM_OF_MPLS_LABEL),
                ofparser.OFPActionOutput(out_ports[0] - 4)]
            buckets.append(ofparser.OFPBucket(actions=actions))

            actions = [
                bebaparser.OFPExpActionWriteContextToField(src_type=bebaproto.SOURCE_TYPE_GLOBAL_DATA_VAR, src_id=4,
                                                           dst_field=ofproto.OXM_OF_MPLS_LABEL),
                ofparser.OFPActionOutput(out_ports[1] - 4)]
            buckets.append(ofparser.OFPBucket(actions=actions))

            # send the group action
            req = ofparser.OFPGroupMod(datapath=datapath,
                                       type_=ofproto.OFPGT_ALL,
                                       group_id=i,
                                       buckets=buckets)
            datapath.send_msg(req)

            match = ofparser.OFPMatch(in_port=i, eth_type=0x8847)
            actions = [bebaparser.OFPExpActionSetDataVariable(table_id=0, opcode=bebaproto.OPCODE_SUM, output_gd_id=3,
                                                              operand_1_hf_id=0, operand_2_gd_id=out_ports[0]),
                       bebaparser.OFPExpActionSetDataVariable(table_id=0, opcode=bebaproto.OPCODE_SUM, output_gd_id=4,
                                                              operand_1_hf_id=0, operand_2_gd_id=out_ports[1]),
                       ofparser.OFPActionGroup(i)]
            self.add_flow(datapath=datapath, priority=100, table_id=0, match=match, actions=actions)

            # simple forwarding packets go to second table to forward
            match = ofparser.OFPMatch(in_port=i, condition0=1)
            actions = [  # calculates deltaT: FDV[1]=HF[1]-FDV[0]=TS_NOW - TS_LAST
                bebaparser.OFPExpActionSetDataVariable(table_id=0, opcode=bebaproto.OPCODE_SUB, output_fd_id=1,
                                                       operand_1_hf_id=1, operand_2_fd_id=0),
                # calculates rate: R = (bytes / deltaT_us) * 1000 kB/s
                bebaparser.OFPExpActionSetDataVariable(table_id=0, opcode=bebaproto.OPCODE_MUL, output_fd_id=2,
                                                       operand_1_fd_id=2, operand_2_gd_id=0),
                # stores the result in FDV[3]: THE FLOW ESTIMATED RATE
                bebaparser.OFPExpActionSetDataVariable(table_id=0, opcode=bebaproto.OPCODE_DIV, output_fd_id=2,
                                                       operand_1_fd_id=2, operand_2_fd_id=1),
                # calculates ewma
                bebaparser.OFPExpActionSetDataVariable(table_id=0, opcode=bebaproto.OPCODE_EWMA, output_fd_id=3,
                                                       operand_1_fd_id=3, operand_2_cost=bebaproto.EWMA_PARAM_0375,
                                                       operand_3_fd_id=2),
                # saves current timestamp
                bebaparser.OFPExpActionSetDataVariable(table_id=0, opcode=bebaproto.OPCODE_SUM, output_fd_id=0,
                                                       operand_1_hf_id=1, operand_2_cost=0),
                # counter returns to zero
                bebaparser.OFPExpActionSetDataVariable(table_id=0, opcode=bebaproto.OPCODE_SUB, output_fd_id=4,
                                                       operand_1_fd_id=4, operand_2_fd_id=4),
                # saves in GDV[i+4] the ewma port[1,2,3]->[5,6,7]
                bebaparser.OFPExpActionSetDataVariable(table_id=0, opcode=bebaproto.OPCODE_SUM, output_gd_id=i + 4,
                                                       operand_1_fd_id=3, operand_2_cost=0)]
            instructions = [ofparser.OFPInstructionActions(ofproto.OFPIT_APPLY_ACTIONS, actions),
                            ofparser.OFPInstructionGotoTable(1)]
            mod = ofparser.OFPFlowMod(datapath=datapath, priority=0, table_id=0, match=match, instructions=instructions)
            datapath.send_msg(mod)

            match = ofparser.OFPMatch(in_port=i, condition0=0)
            actions = [bebaparser.OFPExpActionSetDataVariable(table_id=0, opcode=bebaproto.OPCODE_SUM, output_fd_id=2,
                                                              operand_1_fd_id=2, operand_2_hf_id=2),
                       bebaparser.OFPExpActionSetDataVariable(table_id=0, opcode=bebaproto.OPCODE_SUM, output_fd_id=4,
                                                              operand_1_fd_id=4, operand_2_cost=1)]
            instructions = [ofparser.OFPInstructionActions(ofproto.OFPIT_APPLY_ACTIONS, actions),
                            ofparser.OFPInstructionGotoTable(1)]
            mod = ofparser.OFPFlowMod(datapath=datapath, priority=0, table_id=0, match=match, instructions=instructions)
            datapath.send_msg(mod)

        ######################## TABLE 2: FORWARDING ################
        for i in LEAVES:
            match = ofparser.OFPMatch(eth_dst=MAC_ADDRS[i - 1])
            actions = [ofparser.OFPActionOutput(i)]
            self.add_flow(datapath=datapath, table_id=1, priority=0, match=match, actions=actions)
Exemplo n.º 11
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    def add_switch(self,ev):
        """ Switch enter event

        When a new switch is added to the network is it
        the job of the init module to delete all previous
        flows and install the table miss flows.
        """
        new_datapath = ev.switch.dp

        # Delete all previous flows in all tables, we can't
        # just delete all flows since the topology discovery
        # service also installs flows and runs before this
        # module. Instead does this controller only add rules
        # with cookie set to 1, which the following lines will
        # delete.
        for table in [0,1]:
            delete_msg = parser.OFPFlowMod(
                    datapath=new_datapath,
                    table_id=table,
                    cookie=1,
                    cookie_mask=1,
                    command=ofproto.OFPFC_DELETE,
                    out_port=ofproto.OFPP_ANY,
                    out_group=ofproto.OFPG_ANY,
                    match=parser.OFPMatch(),
                    instructions=[]
            )
            new_datapath.send_msg(delete_msg)

        # Add flowtable 0 table miss entry
        add_msg_0 = parser.OFPFlowMod(
                datapath=new_datapath,
                table_id=0,
                priority=0,
                cookie=1,
                command=ofproto.OFPFC_ADD,
                match=parser.OFPMatch(),
                instructions=[
                    parser.OFPInstructionGotoTable(1),
                    parser.OFPInstructionActions(
                        type_=ofproto.OFPIT_WRITE_ACTIONS,
                        actions=[parser.OFPActionGroup(group_id=0)]
                    )
                ]
        )
        new_datapath.send_msg(add_msg_0)

        # Add flowtable 1 table miss entry
        add_msg_1 = parser.OFPFlowMod(
                datapath=new_datapath,
                table_id=1,
                priority=0,
                cookie=1,
                command=ofproto.OFPFC_ADD,
                match=parser.OFPMatch(),
                instructions=[
                    parser.OFPInstructionActions(
                        type_=ofproto.OFPIT_APPLY_ACTIONS,
                        actions=[parser.OFPActionOutput(ofproto.OFPP_CONTROLLER)]
                    )
                ]
        )
        new_datapath.send_msg(add_msg_1)
Exemplo n.º 12
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    def switch_features_handler(self, ev):
        
        msg = ev.msg
        datapath = msg.datapath

        LOG.info("Configuring switch %d..." % datapath.id)

        """ Set table 0 as stateful """
        req = osparser.OFPExpMsgConfigureStatefulTable(datapath=datapath, 
                                                    table_id=0, 
                                                    stateful=1)
        datapath.send_msg(req)

        """ Set lookup extractor = {ip_src, ip_dst, tcp_src, tcp_dst} """
        req = osparser.OFPExpMsgKeyExtract(datapath=datapath, 
                                                command=osproto.OFPSC_EXP_SET_L_EXTRACTOR, 
                                                fields=[ofproto.OXM_OF_IPV4_SRC,ofproto.OXM_OF_IPV4_DST,ofproto.OXM_OF_TCP_SRC,ofproto.OXM_OF_TCP_DST], 
                                                table_id=0)
        datapath.send_msg(req)

        """ Set update extractor = {ip_src, ip_dst, tcp_src, tcp_dst} (same as lookup) """
        req = osparser.OFPExpMsgKeyExtract(datapath=datapath, 
                                                command=osproto.OFPSC_EXP_SET_U_EXTRACTOR, 
                                                fields=[ofproto.OXM_OF_IPV4_SRC,ofproto.OXM_OF_IPV4_DST,ofproto.OXM_OF_TCP_SRC,ofproto.OXM_OF_TCP_DST], 
                                                table_id=0)
        datapath.send_msg(req)

        """ Group table setup """
        buckets = []
        # Action Bucket: <PWD port_i , SetState(i-1)
        for port in range(2,SWITCH_PORTS+1):
            max_len = 2000
            dest_ip=self.int_to_ip_str(port)
            dest_eth=self.int_to_mac_str(port)
            dest_tcp=(port)*100
            actions = [ osparser.OFPExpActionSetState(state=port, table_id=0),
                        ofparser.OFPActionSetField(ipv4_dst=dest_ip),
                        ofparser.OFPActionSetField(eth_dst=dest_eth),
                        ofparser.OFPActionSetField(tcp_dst=dest_tcp),
                        ofparser.OFPActionOutput(port=port, max_len=max_len) ]

            buckets.append(ofparser.OFPBucket(weight=100, 
                                                watch_port=ofproto.OFPP_ANY, 
                                                watch_group=ofproto.OFPG_ANY,
                                                actions=actions))

        req = ofparser.OFPGroupMod(datapath=datapath, 
                                     command=ofproto.OFPGC_ADD,
                                     type_=ofproto.OFPGT_SELECT, 
                                     group_id=1, 
                                     buckets=buckets)
        datapath.send_msg(req)
        

        
        """ ARP packets flooding """
        match = ofparser.OFPMatch(eth_type=0x0806)
        actions = [ofparser.OFPActionOutput(port=ofproto.OFPP_FLOOD)]
        self.add_flow(datapath=datapath, table_id=0, priority=100,
                        match=match, actions=actions)

        """ Reverse path flow """
        for in_port in range(2, SWITCH_PORTS + 1):
            src_ip=self.int_to_ip_str(in_port)
            src_eth=self.int_to_mac_str(in_port)
            src_tcp=in_port*100
            # we need to match an IPv4 (0x800) TCP (6) packet to do SetField()
            match = ofparser.OFPMatch(in_port=in_port, eth_type=0x800, ip_proto=6, ipv4_src=src_ip,eth_src=src_eth,tcp_src=src_tcp)
            actions = [ofparser.OFPActionSetField(ipv4_src="10.0.0.2"),
                       ofparser.OFPActionSetField(eth_src="00:00:00:00:00:02"),
                       ofparser.OFPActionSetField(tcp_src=80),
                       ofparser.OFPActionOutput(port=1, max_len=0)]                   
            self.add_flow(datapath=datapath, table_id=0, priority=100,
                    match=match, actions=actions)

        """ Forwarding consistency rules"""
        match = ofparser.OFPMatch(in_port=1, state=0, eth_type=0x800, ip_proto=6)
        actions = [ofparser.OFPActionGroup(1)]
        self.add_flow(datapath=datapath, table_id=0, priority=100,
                match=match, actions=actions)

        for state in range(2,SWITCH_PORTS+1):
            dest_ip=self.int_to_ip_str(state)
            dest_eth=self.int_to_mac_str(state)
            dest_tcp=(state)*100
            match = ofparser.OFPMatch(in_port=1, state=state, eth_type=0x800, ip_proto=6)
            actions = [ ofparser.OFPActionSetField(ipv4_dst=dest_ip),
                        ofparser.OFPActionSetField(eth_dst=dest_eth),
                        ofparser.OFPActionSetField(tcp_dst=dest_tcp),
                        ofparser.OFPActionOutput(port=state, max_len=0)]        
            self.add_flow(datapath=datapath, table_id=0, priority=100,
                    match=match, actions=actions)