Exemple #1
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 def _hosts(self, req, **kwargs):
     dpid = None
     if 'dpid' in kwargs:
         dpid = dpid_lib.str_to_dpid(kwargs['dpid'])
     hosts = get_host(self.topology_api_app, dpid)
     body = json.dumps([host.to_dict() for host in hosts])
     return Response(content_type='application/json', body=body)
    def _host_add_handler(self, ev):
        # get_host(self, None) outputs the list of hosts object.
        self.topo_hosts = get_host(self, None)

        # print '*'*40,"Switch_set",'*'*40
        Host_set = [ host.to_dict() for host in self.topo_hosts ]
        # pprint.pprint(Host_set)
        Host_set_json = json.dumps(Host_set, indent=4)
        Hsj_file = open('./Info/Static/Host_json.json','w+')
        Hsj_file.write(Host_set_json)
        Hsj_file.close()
        self.logger.info("******_host_add_handler, Host_set******" )
Exemple #3
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    def find_hosts(self, dst):
        all_hosts = get_host(self, None)
        for host in all_hosts:
            src = host.mac
            dpid = host.port.dpid
            in_port = host.port.port_no
            self.hosts[src] = (dpid, in_port)

            if src not in self.mac_to_gid:
                self.mac_to_gid[src] = self.num_groups
                gid = self.num_groups
                self.logger.info("mac: %s, gid: %d", src, gid)
                self.num_groups += 1
        return (dst in self.hosts)
Exemple #4
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    def _get_topology(self):
        _hosts, _switches, _links = None, None, None
        while True:
            hosts = get_host(self)
            switches = get_switch(self)
            links = get_link(self)

            # update topo_map when topology change
            if [str(x) for x in hosts] == _hosts and [
                    str(x) for x in switches
            ] == _switches and [str(x) for x in links] == _links:
                continue
            _hosts, _switches, _links = [str(x) for x in hosts
                                         ], [str(x) for x in switches
                                             ], [str(x) for x in links]

            for switch in switches:
                self.port_info.setdefault(switch.dp.id, set())
                # record all ports
                for port in switch.ports:
                    self.port_info[switch.dp.id].add(port.port_no)

            for host in hosts:
                # take one ipv4 address as host id
                if host.ipv4:
                    self.link_info[(host.port.dpid,
                                    host.ipv4[0])] = host.port.port_no
                    self.topo_map.add_edge(host.ipv4[0],
                                           host.port.dpid,
                                           hop=1,
                                           delay=0,
                                           is_host=True)
            for link in links:
                # delete ports linked switches
                self.port_info[link.src.dpid].discard(link.src.port_no)
                self.port_info[link.dst.dpid].discard(link.dst.port_no)

                # s1 -> s2: s1.port, s2 -> s1: s2.port
                self.link_info[(link.src.dpid,
                                link.dst.dpid)] = link.src.port_no
                self.link_info[(link.dst.dpid,
                                link.src.dpid)] = link.dst.port_no
                self.topo_map.add_edge(link.src.dpid,
                                       link.dst.dpid,
                                       hop=1,
                                       is_host=False)

            if CONF.weight == 'hop':
                self.show_topo_map()
            hub.sleep(GET_TOPOLOGY_INTERVAL)
Exemple #5
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    def get_hosts_data(self, ev):
        hosts = get_host(self, ev.host.port.dpid)

        for host in hosts:
            ipv4 = host.ipv4[0]
            if ipv4 not in self._hosts:
                dpid = ev.host.port.dpid
                port_no = ev.host.port.port_no
                self._hosts.update({ipv4: host})
                self._links.append((ipv4, dpid))
                self._links.append((dpid, ipv4))
                self._dpid_to_port[dpid][ipv4] = port_no
                self._dpid_to_port.setdefault(ipv4, {})
                self._dpid_to_port[ipv4][dpid] = port_no
                self.logger.info('host added: ' + ipv4)
Exemple #6
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    def get_topology(self):
        '''
        This function brings the links of current topology
        '''

        switch_list = self.get_switches()
        switches = [switch.dp.id for switch in switch_list]

        #for switch in switch_list:
        #    print("SWITCH IP: "+str(switch.dp.address))

        links_list = get_link(self, None)
        links = [[link.src.dpid, link.dst.dpid, link.src.port_no]
                 for link in links_list]
        host_list = get_host(self, None)
        hosts = [host.port.name for host in host_list]
        return links
Exemple #7
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 def _show_topo(self):
     SLEEP_TIME = 5
     while True:
         links = get_link(self.topology_api_app, None)
         hosts = get_host(self.topology_api_app, None)
         json_str = json.dumps(links, default=lambda obj: obj.__dict__)
         links2 = (json.loads(json_str, object_hook=Link.to_dict))
         print len(links)
         print "links:"
         for link in links2:
             print link
             print type(link)
             print type(link.src)
         print "hosts"
         for host in hosts:
             print host
         hub.sleep(SLEEP_TIME)
Exemple #8
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    def get_topology_data(self, ev):
        switch_list = get_switch(self.topology_api_app, None)   
        switches=[switch.dp.id for switch in switch_list]
        self.net.add_nodes_from(switches)
         
        #print "**********List of switches"
        #for switch in switch_list:
        #self.ls(switch)
        #print switch
        #self.nodes[self.no_of_nodes] = switch
        #self.no_of_nodes += 1
    
        links_list = get_link(self.topology_api_app, None)
        #print links_list
        links=[(link.src.dpid,link.dst.dpid,{'port':link.src.port_no}) for link in links_list]
        #print links
        self.net.add_edges_from(links)
        links=[(link.dst.dpid,link.src.dpid,{'port':link.dst.port_no}) for link in links_list]
        #print links
        self.net.add_edges_from(links)
        print "**********List of links"
        print self.net.edges()
        #for link in links_list:
        #print link.dst
            #print link.src
            #print "Novo link"
        #self.no_of_links += 1
        
        hosts_list = get_host(self.topology_api_app, None)
        print "**********List of hosts"
        print hosts_list
      
        
    #print "@@@@@@@@@@@@@@@@@Printing both arrays@@@@@@@@@@@@@@@"
    #for node in self.nodes:    
    #    print self.nodes[node]
    #for link in self.links:
    #    print self.links[link]
    #print self.no_of_nodes
    #print self.no_of_links

    #@set_ev_cls(event.EventLinkAdd)
    #def get_links(self, ev):
    #print "################Something##############"
    #print ev.link.src, ev.link.dst
Exemple #9
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    def myfunction(self):
        self.logger.info("started new thread")
        hub.sleep(10)

        switch_list = get_switch(self.topology_api_app, None)
        self.switches = [switch.dp.id for switch in switch_list]
        links_list = get_link(self.topology_api_app, None)
        self.links = [(link.src.dpid, link.dst.dpid, {
            'port': link.src.port_no
        }) for link in links_list]
        host_list = get_host(self.topology_api_app, None)
        self.hosts = [(host.mac, host.port.dpid, {
            'port': host.port.port_no
        }) for host in host_list]
        self.logger.info("*********Topology Information*************")
        self.logger.info("Switches %s", self.switches)
        self.logger.info("Links %s", self.links)
        self.logger.info("Hosts %s", self.hosts)
    def get_links(self, ev):
        """
            This function gives the number of links connected to a switch. 
            For all the switches connected to the controller.
        """
        #print "Printing ip address: {}".format(ev.switch.dp.address)
        switch_list = get_switch(self, None)
        switches = [switch.dp.id for switch in switch_list]
        links_list = get_link(self, None)
        links = [(link.src.dpid, link.dst.dpid, {
            'port': link.src.port_no
        }) for link in links_list]
        host_list = []
        for i in switches:
            host_list.append(get_host(self, i))

        #Number of links between switches.
        self.num_links = len(links)
 def refresh_topology_data(self):
     switch_list = get_switch(self, None)
     switches = [switch.dp.id for switch in switch_list]
     self.net.add_nodes_from(switches)
     links_list = get_link(self, None)
     for link in links_list:
         self.net.add_edge(link.src.dpid, link.dst.dpid, {'port': link.src.port_no})
     try:
         hosts = [host.mac for host in get_host(self)]
         for (src, dst, data) in self.net.edges(data=True):
             try:
                 if dst in hosts:
                     self.net.add_edge(src, dst, {'port': data['port']})
             except:
                 self.logger.debug("error %s ", src)
         return
     except:
         self.logger.debug("error")
Exemple #12
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    def get_topology_data(self, ev):
        print "\n-----------get_topology_data"

        switch_list = get_switch(self.topology_api_app, None)
        switches = [switch.dp.id for switch in switch_list]
        print "-----------List of switches"
        for switch in switch_list:
            print switch

        host_list = get_host(self.topology_api_app, None)
        print "-----------List of hosts"
        for host in host_list:
            print host

        print "-----------List of links"
        link_list = get_link(self.topology_api_app, None)
        for link in link_list:
            print link

        print switch_list, host_list, link_list
Exemple #13
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    def _find_host_dpid(self, mac):

        dpid = None
        dp_host_port = None

        for sw_id in self.LSwitches:

            hosts = get_host(self, sw_id)
            target_host = [host for host in hosts if host.mac == mac.lower()]

            if len(target_host) > 0:

                # assert that Ryu report this host on only one dp and port
                assert dpid is None
                assert dp_host_port is None
                assert len(target_host) == 1
                target_host = target_host[0]
                dpid = sw_id
                dp_host_port = target_host.port.port_no

        return dpid, dp_host_port
Exemple #14
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    def _topo_local_sync(self, interval):
        while self.is_active:
 	    self.net = nx.DiGraph()
 	    switch_list = get_switch(self.topology_api_app, None)
            switches = [switch.dp.id for switch in switch_list]
            self.net.add_nodes_from(switches)
 	    
 	    links_list = get_link(self.topology_api_app, None)
 	    links = [(link.src.dpid, link.dst.dpid, {'port': link.src.port_no}) for link in links_list]
 	    self.net.add_edges_from(links)
 	    links = [(link.dst.dpid, link.src.dpid, {'port': link.dst.port_no}) for link in links_list]
 	    self.net.add_edges_from(links)
 
 	    hosts_list = get_host(self.topology_api_app, None)
 	    for host in hosts_list:
 	        self.net.add_node(host.mac)
                self.net.add_edge(host.port.dpid, host.mac, port=host.port.port_no, weight=0)
                self.net.add_edge(host.mac, host.port.dpid, weight=0)
	    self.printG()
	    print '' 
            hub.sleep(interval)
Exemple #15
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    def forward_path(self, req, **kwargs):
        # XXX: match flow enties instead

        src = kwargs['src']
        dst = kwargs['dst']
        hosts = get_host(self.response_app)

        # XXX: hard code => static mac address of gateway (NAT)
        ## find the first matching obj in the list
        src_host = next((x for x in hosts if x.ipv4[0] == src), None)
        dst_host = next((x for x in hosts if x.ipv4[0] == dst), None)
        if src_host is None:
            return Response(content_type='text/plain',
                            body="Can not found the SRC")
        if dst_host is None:
            # return Response(content_type='text/plain', body="Wrong Dst")
            dst_mac = "00:00:00:ff:00:00"
        else:
            dst_mac = dst_host.mac

        print self.response_app.mac_to_port
        ## create path from src to dst
        # find the first dpid connecting to the host
        path = []
        next_dpid = src_host.port.dpid

        while True:
            path.append(next_dpid)
            # hop all dp on the path
            out_port = self.response_app.mac_to_port[next_dpid][dst_mac]
            next_dpid = self.response_app.swPort_to_dpid[next_dpid].get(
                out_port)
            if next_dpid is None:
                break

        # print "check swPort_to_dpid ------"
        # print self.response_app.swPort_to_dpid

        body = json.dumps(path)
        return Response(content_type='application/json', body=body)
Exemple #16
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    def get_topology(self):
        # add switches
        switch_list = get_switch(self.topology_api_app, None)
        switches = [switch.dp.id for switch in switch_list]
        self.mac_network.add_nodes_from(switches)
        self.ip_network.add_nodes_from(switches)

        # add switch links
        links_list = get_link(self.topology_api_app, None)
        links = [(link.src.dpid, link.dst.dpid) for link in links_list]
        self.mac_network.add_edges_from(links)
        self.ip_network.add_edges_from(links)

        # add link to port
        for link in links_list:
            self.link_to_port[(link.src.dpid,
                               link.dst.dpid)] = link.src.port_no

        # add hosts
        hosts_list = get_host(self.topology_api_app, None)
        hosts = [host.mac for host in hosts_list]
        self.mac_network.add_nodes_from(hosts)
        self.hosts_mac = hosts

        # add host links
        host_links = [(host.port.dpid, host.mac) for host in hosts_list]
        self.mac_network.add_edges_from(host_links)

        host_links = [(host.mac, host.port.dpid) for host in hosts_list]
        self.mac_network.add_edges_from(host_links)

        # add switch to host port
        for host in hosts_list:
            self.link_to_port[(host.port.dpid, host.mac)] = host.port.port_no
            self.host_to_switch[host.mac] = host.port.dpid

        if self.show_or_not and False:
            print '**********************************topology*****************************************'
            self.show_varible()
Exemple #17
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    def _find_host_dpid(self, mac):

        dpid = None
        dp_host_port = None

        for sw_id in self.LSwitches:

            hosts = get_host(self, sw_id)
            target_host = [host for host in hosts
                           if host.mac == mac.lower()]

            if len(target_host) > 0:

                # assert that Ryu report this host on only one dp and port
                assert dpid is None
                assert dp_host_port is None
                assert len(target_host) == 1
                target_host = target_host[0]
                dpid = sw_id
                dp_host_port = target_host.port.port_no

        return dpid, dp_host_port
Exemple #18
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    def _packet_in_handler(self, ev):
        # If you hit this you might want to increase
        # the "miss_send_length" of your switch
        if ev.msg.msg_len < ev.msg.total_len:
            self.logger.debug("packet truncated: only %s of %s bytes",
                              ev.msg.msg_len, ev.msg.total_len)
        msg = ev.msg
        datapath = msg.datapath
        ofproto = datapath.ofproto
        parser = datapath.ofproto_parser
        in_port = msg.match['in_port']

        pkt = packet.Packet(msg.data)
        eth = pkt.get_protocols(ethernet.ethernet)[0]

        if eth.ethertype == ether_types.ETH_TYPE_LLDP:
            # ignore lldp packet
            return

        if eth.ethertype == ether_types.ETH_TYPE_IPV6:
            # ignore ipv6 router solicitation message
            return

        host_list = get_host(self.topology_api_app, None)

        arp_pkt = pkt.get_protocol(arp.arp)
        if eth.ethertype == ether_types.ETH_TYPE_ARP:
            self.logger.info(" ARP: %s -> %s", arp_pkt.src_ip, arp_pkt.dst_ip)

            # record source ip to mac address in arp cache
            self.arp_table[arp_pkt.src_ip] = arp_pkt.src_mac

            if arp_pkt.opcode == ARP_REQUEST:
                if arp_pkt.dst_ip in self.arp_table:
                    # build a packet for sending arp reply to src_ip
                    e = ethernet.ethernet(dst=arp_pkt.src_mac,
                                          src=self.arp_table[arp_pkt.dst_ip],
                                          ethertype=ether_types.ETH_TYPE_ARP)
                    a = arp.arp(hwtype=1,
                                proto=0x800,
                                hlen=6,
                                plen=4,
                                opcode=2,
                                src_mac=self.arp_table[arp_pkt.dst_ip],
                                src_ip=arp_pkt.dst_ip,
                                dst_mac=arp_pkt.src_mac,
                                dst_ip=arp_pkt.src_ip)
                    arp_reply = packet.Packet()
                    arp_reply.add_protocol(e)
                    arp_reply.add_protocol(a)
                    arp_reply.serialize()
                    """ TODO: send self-built ARP reply directly to source """

                else:
                    # build a packet for sending arp request to dst_ip
                    arp_request = pkt

                    for host in host_list:
                        if arp_pkt.src_ip not in host.ipv4:
                            actions = [
                                parser.OFPActionOutput(host.port.port_no)
                            ]
                            data = arp_request.data
                            datapath = self.switch_map[host.port.dpid]
                            out = parser.OFPPacketOut(
                                datapath=datapath,
                                buffer_id=msg.datapath.ofproto.OFP_NO_BUFFER,
                                in_port=ofproto.OFPP_CONTROLLER,
                                actions=actions,
                                data=data)
                            datapath.send_msg(out)

            if arp_pkt.opcode == ARP_REPLY:
                # build a packet for sending arp reply to src_ip
                arp_reply = pkt

                for host in host_list:
                    if arp_pkt.dst_ip in host.ipv4:
                        actions = [parser.OFPActionOutput(host.port.port_no)]
                        data = arp_reply.data
                        datapath = self.switch_map[host.port.dpid]
                        out = parser.OFPPacketOut(
                            datapath=datapath,
                            buffer_id=msg.datapath.ofproto.OFP_NO_BUFFER,
                            in_port=ofproto.OFPP_CONTROLLER,
                            actions=actions,
                            data=data)
                        datapath.send_msg(out)
    def _packet_in_handler(self, ev):
        # If you hit this you might want to increase
        # the "miss_send_length" of your switch
        if ev.msg.msg_len < ev.msg.total_len:
            self.logger.debug("packet truncated: only %s of %s bytes",
                              ev.msg.msg_len, ev.msg.total_len)
        msg = ev.msg
        datapath = msg.datapath
        ofproto = datapath.ofproto
        parser = datapath.ofproto_parser
        in_port = msg.match['in_port']

        pkt = packet.Packet(msg.data)
        eth = pkt.get_protocols(ethernet.ethernet)[0]

        if eth.ethertype == ether_types.ETH_TYPE_LLDP:
            # ignore lldp packet
            return

        arp_pkt = pkt.get_protocol(arp.arp)
        if eth.ethertype == ether_types.ETH_TYPE_ARP:
            self.logger.info(" ARP: %s -> %s", arp_pkt.src_ip, arp_pkt.dst_ip)
            """ TODO: flood ARP packets """

            return

        dst = eth.dst
        src = eth.src
        dpid = datapath.id

        self.logger.info("packet in dpid %s src %s dst %s in_port %s", dpid,
                         src, dst, in_port)

        # get topology
        self.get_topology()
        src_switch = None
        src_port = in_port
        dst_switch = None
        dst_port = None

        host_list = get_host(self.topology_api_app, None)

        for host in host_list:
            if host.mac == src:
                src_switch = host.port.dpid

            if host.mac == dst:
                dst_switch = host.port.dpid
                dst_port = host.port.port_no

        if dst_switch == None:
            self.logger.info("Destination switch not found on host %s", dst)
            return

        if src_switch == dst_switch:
            # If source edge switch is equal to destination edge switch,
            # there is not need to perform BFS
            """ TODO: install flow rule """

        else:
            bfs_shortest_path = self.bfs_shortest_path(src_switch, src_port,
                                                       dst_switch, dst_port)
            if len(bfs_shortest_path) == 0:
                self.logger.info("Cannot find path!!!")
            else:
                pre_node = None
                for node in reversed(bfs_shortest_path):
                    if node[0] == dst_switch:
                        actions = [parser.OFPActionOutput(dst_port)]
                        match = parser.OFPMatch(in_port=node[2],
                                                eth_src=src,
                                                eth_dst=dst,
                                                eth_type=0x0800)

                    elif node[0] == src_switch:
                        actions = [parser.OFPActionOutput(pre_node[1])]
                        match = parser.OFPMatch(in_port=src_port,
                                                eth_src=src,
                                                eth_dst=dst,
                                                eth_type=0x0800)

                    else:
                        actions = [parser.OFPActionOutput(pre_node[1])]
                        match = parser.OFPMatch(in_port=node[2],
                                                eth_src=src,
                                                eth_dst=dst,
                                                eth_type=0x0800)

                    if msg.buffer_id != ofproto.OFP_NO_BUFFER:
                        self.add_flow(self.switch_map[node[0]], 1, match,
                                      actions, msg.buffer_id)
                    else:
                        self.add_flow(self.switch_map[node[0]], 1, match,
                                      actions)
                    pre_node = node
Exemple #20
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    def _packet_in_handler(self, ev):
        # If you hit this you might want to increase
        # the "miss_send_length" of your switch
        if ev.msg.msg_len < ev.msg.total_len:
            self.logger.debug("packet truncated: only %s of %s bytes",
                              ev.msg.msg_len, ev.msg.total_len)
        msg = ev.msg
        datapath = msg.datapath
        ofproto = datapath.ofproto
        parser = datapath.ofproto_parser
        in_port = msg.match['in_port']
        out_port = NotImplemented
        pkt = packet.Packet(msg.data)
        eth = pkt.get_protocols(ethernet.ethernet)[0]
        dpid = datapath.id
        self.mac_to_port.setdefault(dpid, {})
        dst = eth.dst
        src = eth.src
        is_path_found = False
        path_id = 0
        # learn a mac address to avoid FLOOD next time.
        self.mac_to_port[dpid][src] = in_port
        hosts = [host.mac for host in get_host(self)]

        if src not in self.net and is_path_found is False and src in hosts:
            try:
                weight = abs(self.monitor.port_upload[(dpid, in_port)][-1])
            except:
                weight = 0
            self.net.add_node(src)
            self.net.add_edge(dpid, src, {'port': in_port}, weight=weight)
            self.net.add_edge(src, dpid, weight=weight)

        # ignore lldp packet
        if eth.ethertype == ether_types.ETH_TYPE_LLDP:
            return

        # ignore ipv6 packet
        if eth.ethertype == ether_types.ETH_TYPE_IPV6:
            return

        if len(self.all_saved_paths) > 0:
            for path_obj in self.all_saved_paths:
                path_src = path_obj[0]
                path_dst = path_obj[1]
                path_dpids = path_obj[2]
                path_id = path_obj[3]
                if src == path_src and dst == path_dst:
                    # if the switch not in the path
                    if dpid not in path_dpids:
                        return

                    next_dpid = path_dpids[path_dpids.index(dpid) + 1]
                    out_port = self.net[dpid][next_dpid]['port']
                    path_id = path_id
                    is_is_path_found = True

        if dst in self.net and is_path_found is False:
            self.refresh_topology_data()
            if nx.has_path(self.net, src, dst):
                new_path = nx.dijkstra_path(self.net, src, dst)
                path_id = int(
                    random.uniform(self.MIN_PATH_ID, self.MAX_PATH_ID))
                self.all_saved_paths.append((src, dst, new_path, path_id))
                self.logger.info("Add path Id : %s path : %s", path_id,
                                 new_path)
                if dpid not in new_path:
                    return
                next_dpid = new_path[new_path.index(dpid) + 1]
                out_port = self.net[dpid][next_dpid]['port']
            else:
                out_port = ofproto.OFPP_FLOOD

        elif is_path_found is False:
            out_port = ofproto.OFPP_FLOOD

        actions = [parser.OFPActionOutput(out_port)]
        # install a flow to avoid packet_in next time
        if out_port != ofproto.OFPP_FLOOD:
            match = parser.OFPMatch(in_port=in_port, eth_dst=dst)

            # verify if we have a valid buffer_id, if yes avoid to send both
            # flow_mod & packet_out
            if msg.buffer_id != ofproto.OFP_NO_BUFFER:
                self.add_flow(datapath, 1, match, actions, msg.buffer_id,
                              path_id)
                return
            else:
                self.add_flow(datapath, 1, match, actions, path_id=path_id)
        data = None
        if msg.buffer_id == ofproto.OFP_NO_BUFFER:
            data = msg.data

        out = parser.OFPPacketOut(datapath=datapath,
                                  buffer_id=msg.buffer_id,
                                  in_port=in_port,
                                  actions=actions,
                                  data=data)
        datapath.send_msg(out)
Exemple #21
0
    def get_hosts(self):

        return get_host(self, None)
Exemple #22
0
 def _hosts(self):
     dpid = None
     hosts = get_host(self.topology_api_app, dpid)
     body = json.dumps([host.to_dict() for host in hosts])
     print('---------body-------')
     print(body)
    def _packet_in_handler(self, ev):
    # If you hit this you might want to increase
        # the "miss_send_length" of your switch
        if ev.msg.msg_len < ev.msg.total_len:
            self.logger.debug("packet truncated: only %s of %s bytes",
                              ev.msg.msg_len, ev.msg.total_len)
        msg = ev.msg
        datapath = msg.datapath
        ofproto = datapath.ofproto
        parser = datapath.ofproto_parser
        in_port = msg.match['in_port']

        pkt = packet.Packet(msg.data)
        eth = pkt.get_protocols(ethernet.ethernet)[0]

        if eth.ethertype == ether_types.ETH_TYPE_LLDP:
            # ignore lldp packet
            return
        dst = eth.dst
        src = eth.src

        dpid = datapath.id
        self.mac_to_port.setdefault(dpid, {})

        #self.logger.info("packet in %s %s %s %s", dpid, src, dst, in_port)

        # learn a mac address to avoid FLOOD next time.
        self.mac_to_port[dpid][src] = in_port
        self.flag = self.flag + 1
        #print self.flag
        if self.flag == 400:
                 host_list = get_host(self, None)
                hosts = [host.mac for host in host_list]
                switch_list = get_switch(self, None)
                switches = [switch.dp.id for switch in switch_list]
                links_list = get_link(self, None)
                link_port = {(link.src.dpid, link.dst.dpid):link.src.port_no for link in links_list}
                links = [(link.src.dpid, link.dst.dpid) for link in links_list] 
                print('hosts: ',hosts )
                print('swiches: ', switches)
                print('link_port: ', link_port)
                print('switch_links: ', links)
                #print self.flag
                output = subprocess.Popen(["/home/mininet/mininet/util/m","h2","iperf","-c","10.0.0.1"], stdout=subprocess.PIPE, stdin=subprocess.PIPE, stderr=subprocess.PIPE)
                string = str(output.communicate(input="mininet"))
                cost = string[len(string)-22:len(string)-8]
                self.bw[("s1","s2")] = {"link_cost":cost}
                
                output = subprocess.Popen(["/home/mininet/mininet/util/m","h3","iperf","-c","10.0.0.1"], stdout=subprocess.PIPE, stdin=subprocess.PIPE, stderr=subprocess.PIPE)
                string = str(output.communicate(input="mininet"))
                cost = string[len(string)-22:len(string)-8]
                self.bw[("s1","s3")] = {"link_cost":cost}

                output = subprocess.Popen(["/home/mininet/mininet/util/m","h4","iperf","-c","10.0.0.1"], stdout=subprocess.PIPE, stdin=subprocess.PIPE, stderr=subprocess.PIPE)
                string = str(output.communicate(input="mininet"))
                cost = string[len(string)-22:len(string)-8]
                self.bw[("s1","s4")] = {"link_cost":cost}

                output = subprocess.Popen(["/home/mininet/mininet/util/m","h5","iperf","-c","10.0.0.1"], stdout=subprocess.PIPE, stdin=subprocess.PIPE, stderr=subprocess.PIPE)
                string = str(output.communicate(input="mininet"))
                cost = string[len(string)-22:len(string)-8]
                self.bw[("s1","s5")] = {"link_cost":cost}

                output = subprocess.Popen(["/home/mininet/mininet/util/m","h6","iperf","-c","10.0.0.1"], stdout=subprocess.PIPE, stdin=subprocess.PIPE, stderr=subprocess.PIPE)
                string = str(output.communicate(input="mininet"))
                cost = string[len(string)-22:len(string)-8]
                self.bw[("s1","s6")] = {"link_cost":cost}               
                print self.bw           
Exemple #24
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    def _topo_local_sync(self, interval):
        while self.is_active:
            switch_list = get_switch(self.topology_api_app, None)

            switches = [switch.dp.id for switch in switch_list]
            strTopoMessage = ''
            #print '++++++++++++++++++++++++++++++++++++++++++++++++++++++++'
            if len(switches) > 0:
                for sw in switches:
                    tmpStr = str(sw) + '#'
                    strTopoMessage = strTopoMessage + tmpStr
                    #print sw
            #print '++++++++++++++++++++++++++++++++++++++++++++++++++++++++'

            strTopoMessage = strTopoMessage.rstrip('#')
            if strTopoMessage is not '':
                strTopoMessage = strTopoMessage + '$'

            links_list = get_link(self.topology_api_app, None)
            #print '++++++++++++++++++++++++++++++++++++++++++++++++++++++++'
            tmpStr = ''
            if len(links_list) > 0:
                for link in links_list:
                    linkStr = str(link.src.dpid) + ',' + str(
                        link.dst.dpid) + ',' + str(
                            link.src.port_no) + ',' + str(
                                link.dst.port_no) + ',' + str(0) + ')'
                    tmpStr = tmpStr + linkStr
                #links = [(link.src.dpid, link.dst.dpid, link.src.port_no) for link in links_list]
                #links = [(link.dst.dpid, link.src.dpid, link.dst.port_no) for link in links_list]
                tmpStr = tmpStr.rstrip(')')
                tmpStr = tmpStr + '$'
                strTopoMessage = strTopoMessage + tmpStr
                #print tmpStr
                #print '++++++++++++++++++++++++++++++++++++++++++++++++++++++++'
            tmpStr = ''
            hosts_list = get_host(self.topology_api_app, None)
            for host in hosts_list:
                #print host
                #print ''
                #print host.port.hw_addr
                for host_i in hosts_list:
                    if host != host_i:
                        if abs(host.port.dpid) == abs(
                                host_i.port.dpid
                        ) and host.port.port_no == host_i.port.port_no:
                            host_i.port.dpid = -abs(host_i.port.dpid)
                            #hosts_list.remove(host_i)
                            if host.port.dpid > 0:
                                host.port.dpid = -abs(host.port.dpid)

            for host in hosts_list:
                #print host.port.dpid
                #print host.mac
                #print ' || port' + str(host.port.port_no)
                if host.port.dpid > 0:
                    #print 'tesult host'
                    #print host
                    hostStr = str(host.port.dpid) + ',' + str(
                        host.mac) + ',' + str(host.port.port_no) + '#'
                    tmpStr = tmpStr + hostStr
            tmpStr = tmpStr.rstrip('#')
            strTopoMessage = strTopoMessage + tmpStr
            #	        self.net.add_node(host.mac)
            #                self.net.add_edge(host.port.dpid, host.mac, port=host.port.port_no, weight=0)
            #                self.net.add_edge(host.mac, host.port.dpid, weight=0)
            #self.printG()
            #This is Controller1

            #get possiable interLinks massage
            try:
                f_rt_switch = open("/home/openlab/openlab/ryu/interLinks.log",
                                   "r+")
                interLinksStr = str(f_rt_switch.read())
                f_rt_switch.truncate()
            finally:
                f_rt_switch.close()
            if strTopoMessage is not '':
                strTopoMessage = strTopoMessage + '$' + interLinksStr

            strTopoMessage = '1@' + strTopoMessage
            #self.printG()
            try:
                f_rf_switch = open("/home/openlab/openlab/ryu/topoMessage.log",
                                   "w+")
                f_rf_switch.write(str(strTopoMessage))
            finally:
                f_rf_switch.close()
            #self.printG()
            hub.sleep(interval)
Exemple #25
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    def _monitor(self):
        hub.sleep(200)  # Wait for the topology discovery

        host_list = get_host(self, None)
        switch_list = get_switch(self, None)
        link_list = get_link(self, None).keys()

        # Add missing backward links
        link_pairs = set([(link.src.dpid, link.dst.dpid)
                          for link in link_list])
        missing_links = [
            Link(link.dst, link.src) for link in link_list
            if not (link.dst.dpid, link.src.dpid) in link_pairs
        ]
        link_list.extend(missing_links)

        H, S = (len(host_list), len(switch_list))

        # The number of nodes, the number of flows and the number of links respectively
        # +2*H is for the links connecting switches and hosts (bidrectional)
        N, H2, L = (H + S, H * (H - 1), len(link_list) + 2 * H)

        # Gather Flow Table Rules
        self.port_dst_to_rule = {}
        self.R, self.t = (0, None)
        for dp in self.datapaths.values():
            self._request_stats(dp)
        hub.sleep(5)

        # self.port_to_link[switch_id][port_no] gives the corresponding link id
        # of the port of the switch
        self.port_to_link = {}

        # self.port_to_host[switch_id][port_no] gives the corresponding host of
        # the port of the switch
        self.port_to_host = {}

        # switch_to_links[switch_id] provides the id list of the links
        # connected to the switch
        switch_to_links = {}

        # switch_to_rules[switch_id] provides the id list of the rules
        # in the switch
        switch_to_rules = {}

        # Populate the dictionaries
        for link_id, link in enumerate(link_list):
            self.port_to_link.setdefault(link.src.dpid, {})
            self.port_to_link[link.src.dpid][link.src.port_no] = link_id, link

            switch_to_links.setdefault(link.src.dpid, [])
            switch_to_links[link.src.dpid].append(link_id)
            switch_to_links.setdefault(link.dst.dpid, [])
            switch_to_links[link.dst.dpid].append(link_id)

        # Add hosts with the links
        for host_id, host in enumerate(host_list):
            rlink_id = len(link_list) + host_id  # (Host -> Switch)
            tlink_id = rlink_id + H  # (Switch -> Host)
            switch_to_links[host.port.dpid].extend([rlink_id, tlink_id])

            self.port_to_host.setdefault(host.port.dpid, {})
            self.port_to_host[host.port.dpid][
                host.port.port_no] = rlink_id, tlink_id, host

        for switch_id in self.port_dst_to_rule:
            switch_to_rules[switch_id] = [
                rule_id for rule_id, port_no in
                self.port_dst_to_rule[switch_id].values()
            ]

        # Create the routing matricess
        A = np.zeros((L, H2))
        B = np.zeros((self.R, H2))
        flow_id = 0
        for src_id, src in enumerate(host_list):
            for dst_id, dst in enumerate(host_list):
                if src_id != dst_id:

                    # Outgoing link id of src host (Host -> Switch)
                    link_id = len(link_list) + src_id
                    A[link_id, flow_id] = 1

                    # The first switch on the path
                    switch_id = src.port.dpid

                    # The corresponding rule and out port
                    rule_id, port_no = self.port_dst_to_rule[switch_id][
                        src.port.port_no, dst.mac]
                    B[rule_id, flow_id] = 1

                    # Populate through the switches on the path
                    while port_no in self.port_to_link[switch_id]:

                        # Next Link
                        link_id, link = self.port_to_link[switch_id][port_no]
                        A[link_id, flow_id] = 1

                        # Next Switch
                        switch_id = link.dst.dpid

                        rule_id, port_no = self.port_dst_to_rule[switch_id][
                            link.dst.port_no, dst.mac]
                        B[rule_id, flow_id] = 1

                    # Incoming link id of the dst host (Switch -> Host)
                    link_id = len(link_list) + H + dst_id
                    A[link_id, flow_id] = 1

                    flow_id += 1

        im = InferenceModule(A, links=switch_to_links)
        im2 = InferenceModule(B, links=switch_to_rules)

        # Start monitoring
        T = 1000  # The number of time steps
        self.trace = np.zeros((T, L))  # Time Step x Link ID
        self.trace2 = np.zeros((T, self.R))  # Time Step x Link ID
        for self.t in range(T):
            self.logger.info('Time Step: ' + str(self.t))
            for dp in self.datapaths.values():  # Complete measurement
                self._request_stats(dp)  # See SimpleMonitor13._request_stats
            hub.sleep(1)

        # Save
        with open(
                'trace_' + datetime.now().strftime('%Y-%m-%d_%H:%M:%S') +
                '.pkl', 'w') as trace_file:
            pickle.dump(
                {
                    'im':
                    im,
                    'im2':
                    im2,
                    'A':
                    A,
                    'B':
                    B,
                    'trace':
                    self.trace,
                    'trace2':
                    self.trace2,
                    'port_dst_to_rule':
                    self.port_dst_to_rule,
                    'switch_links': [(link.src.dpid, link.dst.dpid)
                                     for link in link_list],
                    'host_links': [(host.mac, host.port.dpid)
                                   for host in host_list],
                    'switch_to_links':
                    switch_to_links,
                    'switch_to_rules':
                    switch_to_rules,
                    'H':
                    H,
                    'S':
                    S,
                    'N':
                    N,
                    'H2':
                    H2,
                    'L':
                    L,
                    'R':
                    self.R,
                    'T':
                    T
                }, trace_file)
    def _packet_in_handler(self, ev):
        if ev.msg.msg_len < ev.msg.total_len:
            self.logger.debug("packet truncated: only %s of %s bytes",
                              ev.msg.msg_len, ev.msg.total_len)
        msg = ev.msg
        datapath = msg.datapath
        ofproto = datapath.ofproto
        parser = datapath.ofproto_parser
        in_port = msg.match['in_port']
        out_port = NotImplemented
        pkt = packet.Packet(msg.data)
        ip_pkt = pkt.get_protocol(ipv4.ipv4)
        eth = pkt.get_protocols(ethernet.ethernet)[0]
        group_id = 0
        path_id = 0
        is_path_found = False

        dst = eth.dst
        src = eth.src
        dpid = datapath.id

        self.mac_to_port.setdefault(dpid, {})

        # learn a mac address to avoid FLOOD next time.
        self.mac_to_port[dpid][src] = in_port
        hosts = [host.mac for host in get_host(self)]
        if src not in self.net and is_path_found is False and src in hosts:
            self.net.add_node(src)
            self.net.add_edge(dpid, src, {'port': in_port})
            self.net.add_edge(src, dpid)

        # ignore lldp packet
        if eth.ethertype == ether_types.ETH_TYPE_LLDP:
            return
        # ignore ipv6 packet
        if eth.ethertype == ether_types.ETH_TYPE_IPV6:
            return

        for multipath_obj in self.all_saved_paths:
            multipath_obj_src = multipath_obj[0]
            multipath_obj_dst = multipath_obj[1]
            multipath_obj_paths = multipath_obj[2]
            multipath_obj_dpids = multipath_obj[3]
            multipath_obj_id = multipath_obj[4]
            if multipath_obj_src == src and multipath_obj_dst == dst:
                if (self.is_dpid_in_paths(dpid, multipath_obj_paths)) and (dpid not in list(multipath_obj_dpids)):
                    next_dpids_outports = self.get_next_dpids_outports(dpid, multipath_obj_paths)
                    multipath_obj_dpids.append(dpid)
                    outswitch = next_dpids_outports[0]
                    out_port = outswitch[1]
                    path_id = group_id = multipath_obj_id
                    self.group_ids.append(group_id)
                    self.add_group(datapath, next_dpids_outports, group_id)
                    is_path_found = True
                    break
                else:
                    return

        if dst in self.net and is_path_found is False:
            self.refresh_topology_data()
            if nx.has_path(self.net, src, dst):
                new_paths = list(nx.all_shortest_new_paths(self.net, src, dst))
                if not self.is_dpid_in_new_paths(dpid, new_paths):
                    return
                dpids = [dpid]
                path_id = group_id = int(random.uniform(self.MIN_PATH_ID, self.MAX_PATH_ID))
                while group_id in self.group_ids:
                    path_id = group_id = int(random.uniform(self.MIN_PATH_ID, self.MAX_PATH_ID))
                self.all_saved_paths.append([src, dst, new_paths, dpids, path_id])
                for new_path in new_paths:
                    self.logger.info("Add path Id : %s path : %s", path_id, new_path)
                next_dpids_outports = self.get_next_dpids_outports(dpid, new_paths)
                outswitch_outport = next_dpids_outports[0]
                out_port = outswitch_outport[1]
                self.group_ids.append(group_id)
                self.add_group(datapath, next_dpids_outports, group_id)
            else:
                out_port = ofproto.OFPP_FLOOD
                actions = [parser.OFPActionOutput(out_port)]

        elif is_path_found is False:
            out_port = ofproto.OFPP_FLOOD
            actions = [parser.OFPActionOutput(out_port)]
        if out_port != ofproto.OFPP_FLOOD:
            group_action = [parser.OFPActionGroup(group_id=group_id)]
            match = parser.OFPMatch(eth_type=eth.ethertype,eth_dst=dst)
            # verify if we have a valid buffer_id, if yes avoid to send both
            # flow_mod & packet_out
            if msg.buffer_id != ofproto.OFP_NO_BUFFER:
                self.add_flow(datapath, 1, match, group_action, msg.buffer_id, path_id=path_id)
                return
            else:
                self.add_flow(datapath, 1, match, group_action, path_id=path_id)
                actions = [parser.OFPActionOutput(out_port)]
        data = None
        if msg.buffer_id == ofproto.OFP_NO_BUFFER:
            data = msg.data
        out = parser.OFPPacketOut(datapath=datapath, buffer_id=msg.buffer_id,
                                  in_port=in_port, actions=actions, data=data)
        datapath.send_msg(out)
Exemple #27
0
 def get_topology(self, ev):
     self.create_map(get_switch(self.topology_api_app))
     # print get_host(self.topology_api_app)
     # print type(get_host(self.topology_api_app))
     self.create_link_port(get_link(self.topology_api_app), get_host(self.topology_api_app))
Exemple #28
0
    def get_hosts(self):

        return get_host(self, None)
 def get_qos_topology(self, req, **kwargs):
     qos_control = self.qos_control_spp
     hosts = get_host(qos_control, None)
     body = json.dumps([host.to_dict() for host in hosts])
     return Response(content_type='application/json', body=body)
Exemple #30
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    def perform_qos(self):

        print("Reserving Bandwidth")
        switch_list = get_switch(self, None)
        host_list = get_host(self, None)

        if len(host_list) == 0:
            print("Topology has not any Hosts")
            return "Topology has not any Hosts", None, 501

        #Source Information
        for host in host_list:
            print(host.ipv4[0])
            if host.ipv4[0] == self.ip_src:
                switch_src = host.port.hw_addr  #MAC of conected Switch
                port_src_no = host.port.port_no  #PORT Number of connected Host on Switch
                port_src_name = host.port.name  #PORT Name of connected Host on Switch
                port_src_name = re.findall('''(?<=')\s*[^']+?\s*(?=')''',
                                           str(port_src_name))

        #Destination Information
        for host in host_list:
            if host.ipv4[0] == self.ip_dst:
                switch_dst = host.port.hw_addr
                port_dst_no = host.port.port_no
                port_dst_name = host.port.name
                port_dst_name = re.findall('''(?<=')\s*[^']+?\s*(?=')''',
                                           str(port_dst_name))

        print("SRC - NOME DA PORTA DO SWITCH QUE O HOST SRC TA CONECTADO: " +
              str(port_src_name[0]))
        print("SRC - NUMERO DA PORTA QUE O SRC TA CONECTADO: " +
              str(port_src_no))
        print("SRC - MAC DO PORTA DO SWITCH QUE O HOST TA CONECTADO: " +
              str(switch_src))

        print("DST - NOME DA PORTA DO SWITCH QUE O HOST DST TA CONECTADO: " +
              str(port_dst_name[0]))
        print("DST - NUMERO DA PORTA QUE O DST TA CONECTADO: " +
              str(port_dst_no))
        print("DST - MAC DO PORTA DO SWITCH QUE O HOST DST TA CONECTADO: " +
              str(switch_dst))

        #PROCURE O DPID QUE O HOST ESTA CONECTADO
        find = False
        sw_list = requests.get('http://10.0.0.100:8080/stats/switches')
        sw_list = sw_list.json()
        for switch in sw_list:
            rest_link = 'http://10.0.0.100:8080/stats/portdesc/'
            rest_link = rest_link + str(switch)
            port_desc = requests.get(rest_link)
            port_desc = port_desc.json()
            port_desc = str(port_desc).replace("'", '"')
            port_desc = json.loads(str(port_desc))
            find_dpid = ""
            for key, value in port_desc.items():
                for i in range(len(value)):
                    hw_addr = value[i]['hw_addr']
                    hw_addr = str(hw_addr)
                    if hw_addr == switch_src:
                        find = True
                        find_dpid = str(key)
                        break
                if find == True:
                    break
            if find == True:
                break

        #SRC - NOME DA PORTA DO SWITCH QUE O HOST SRC TA CONECTADO: vnet0
        #SRC - NUMERO DA PORTA QUE O SRC TA CONECTADO: 2
        #SRC - MAC DO PORTA DO SWITCH QUE O HOST TA CONECTADO: a6:c0:32:2b:89:b1
        #DST - NOME DA PORTA DO SWITCH QUE O HOST DST TA CONECTADO: enp2s4
        #DST - NUMERO DA PORTA QUE O DST TA CONECTADO: 2
        #DST - MAC DO PORTA DO SWITCH QUE O HOST DST TA CONECTADO: 00:e0:7d:db:18:d4

        self.walk_on_flows(find_dpid, "08:00:27:2c:5c:ff", "08:00:27:0d:2e:eb",
                           switch_src, switch_dst)

        #[ob.__dict__ for ob in self.PATH]))
        for path in self.PATH:
            print("HOST-A VINDO DE: " + str(path.dpid) + " INGRESS: " +
                  str(path.ingress) + " EGRESS: " + str(path.egress))

        #By considering path list, make OVS QoS command to each Ingress and Egress port
        self.apply_rules_on_switches(self.PATH, self.required_bandwidth)

        return "QoS Path Created", self.PATH, 201
Exemple #31
0
    def dpi_init(self, req, **kwargs):
        # get post data
        post_data = req.text.split(",")
        try:
            hw_addr = post_data[0]
            ip_addr = post_data[1]
            dpi_port = post_data[2]
        except:
            return "DPI_POST_ERROR"

        if self.response_app.dpi_info['mac']:
            return "DPI_ALREADY_EXIST"
        else:
            # set dpi_info
            self.response_app.dpi_info['mac'] = hw_addr
            self.response_app.dpi_info['ip'] = ip_addr
            self.response_app.dpi_info['port'] = dpi_port

            # check whether the dpi is in network
            for host in get_host(self.response_app):
                host_dict = host.to_dict()
                if host_dict['mac'] == hw_addr:
                    self.response_app.dpi_info['dpid'] = host_dict['port'][
                        'dpid']
                    self.response_app.dpi_info['port_no'] = host_dict['port'][
                        'port_no']
                    self.response_app.dpi_info['name'] = host_dict['port'][
                        'name']
                    break
            else:
                print "DPI server not found??!"
                return "DPI_INIT_FAIL"

        # XXX: remove all datapaths' table. It's better to remove datapath which dpi server attached to.
        for dp in self.response_app.datapaths.values():
            ofproto = dp.ofproto
            parser = dp.ofproto_parser
            match = parser.OFPMatch()
            # remove all flows
            self.response_app.del_flows(dp, match)
            # add table miss
            actions = [
                parser.OFPActionOutput(ofproto.OFPP_CONTROLLER,
                                       ofproto.OFPCML_NO_BUFFER)
            ]
            inst = [
                parser.OFPInstructionActions(ofproto.OFPIT_APPLY_ACTIONS,
                                             actions)
            ]
            self.response_app.add_flow(dp, 0, match, actions)

        ### Create dpi tree when the dpi server connects to the Ryu controller
        # XXX: only for tree topology. It's better to resolve cyclic topology too.
        # XXX: not consider switch leave and enter situation
        # create the topology tree only with links data
        links = get_link(self.response_app, None)
        links = [link.to_dict() for link in links]
        links_r = []
        for x in links:
            a = int(x['src']['dpid'])
            b = int(x['dst']['dpid'])
            t = ()
            if a < b:
                t = (a, b)
            else:
                t = (b, a)
            if t in links_r:
                continue
            else:
                links_r.append(t)
        #  print links_r

        rdpid = int(self.response_app.dpi_info['dpid'])
        tree = {rdpid: {'parent': None, 'child': []}}

        # tn_check is a list matains the dpid in the tree already
        tn_check = [rdpid]

        # try to create the tree
        while len(links_r) > 0:
            for x in links_r:
                p = None
                if x[0] in tn_check:
                    p = x[0]
                    c = x[1]
                if p is not None and x[1] in tn_check:
                    c = x[0]
                    p = x[1]
                if p is not None:
                    tn_check.append(c)
                    tree[p]['child'].append(c)
                    tree[c] = {'parent': None, 'child': []}  # init child node
                    tree[c]['parent'] = p  # only one parent currently
                    links_r.remove(x)
                    break
            else:
                print "Link wrong in dpi tree: " + str(x)
                break
        print tree
        self.response_app.dpi_info['tree'] = tree
        print self.response_app.dpi_info['tree']

        # start dpi monitor

        # print "dpi monitor thread: start"
        # self.dpi_thread = hub.spawn(self.response_app._dpi_monitor)

        # add dpi to query queue
        # XXX: handle Full exception
        self.response_app.dpiq.put(self.response_app.dpi_info)

        return "DPI_INIT_OK"
Exemple #32
0
    def _packet_in_handler(self, ev):
        # If you hit this you might want to increase
        # the "miss_send_length" of your switch
        if ev.msg.msg_len < ev.msg.total_len:
            self.logger.debug("packet truncated: only %s of %s bytes",
                              ev.msg.msg_len, ev.msg.total_len)
        msg = ev.msg
        datapath = msg.datapath
        ofproto = datapath.ofproto
        parser = datapath.ofproto_parser
        in_port = msg.match['in_port']

        pkt = packet.Packet(msg.data)
        eth = pkt.get_protocols(ethernet.ethernet)[0]

        if eth.ethertype == ether_types.ETH_TYPE_LLDP:
            # ignore lldp packet
            return
        dst = eth.dst
        src = eth.src

        dpid = datapath.id
        self.mac_to_port.setdefault(dpid, {})

        #self.logger.info("packet in %s %s %s %s", dpid, src, dst, in_port)

        # learn a mac address to avoid FLOOD next time.
        self.mac_to_port[dpid][src] = in_port

        self.i = self.i + 1
        if self.i == 500:
            host_list = get_host(self, None)
            hosts = [host.mac for host in host_list]
            switch_list = get_switch(self, None)
            switches = [switch.dp.id for switch in switch_list]
            links_list = get_link(self, None)
            link_port = {(link.src.dpid, link.dst.dpid): link.src.port_no
                         for link in links_list}
            links = [(link.src.dpid, link.dst.dpid) for link in links_list]

            print('hosts: ', hosts)
            print('switches: ', switches)
            print('link_port: ', link_port)
            print('switch_links: ', links)

            output = subprocess.Popen([
                "/home/mininet/mininet/util/m", "h2", "iperf", "-c", "10.0.0.1"
            ],
                                      stdout=subprocess.PIPE,
                                      stdin=subprocess.PIPE,
                                      stderr=subprocess.PIPE)
            string = str(output.communicate(input="mininet"))
            string = string[len(string) - 22:len(string) - 8]
            self.bw[("S1", "S2")] = string

            output = subprocess.Popen([
                "/home/mininet/mininet/util/m", "h3", "iperf", "-c", "10.0.0.1"
            ],
                                      stdout=subprocess.PIPE,
                                      stdin=subprocess.PIPE,
                                      stderr=subprocess.PIPE)
            string = str(output.communicate(input="mininet"))
            string = string[len(string) - 22:len(string) - 8]
            self.bw[("S1", "S3")] = string

            output = subprocess.Popen([
                "/home/mininet/mininet/util/m", "h4", "iperf", "-c", "10.0.0.1"
            ],
                                      stdout=subprocess.PIPE,
                                      stdin=subprocess.PIPE,
                                      stderr=subprocess.PIPE)
            string = str(output.communicate(input="mininet"))
            string = string[len(string) - 22:len(string) - 8]
            self.bw[("S1", "S4")] = string

            output = subprocess.Popen([
                "/home/mininet/mininet/util/m", "h5", "iperf", "-c", "10.0.0.1"
            ],
                                      stdout=subprocess.PIPE,
                                      stdin=subprocess.PIPE,
                                      stderr=subprocess.PIPE)
            string = str(output.communicate(input="mininet"))
            string = string[len(string) - 22:len(string) - 8]
            self.bw[("S1", "S5")] = string

            output = subprocess.Popen([
                "/home/mininet/mininet/util/m", "h6", "iperf", "-c", "10.0.0.1"
            ],
                                      stdout=subprocess.PIPE,
                                      stdin=subprocess.PIPE,
                                      stderr=subprocess.PIPE)
            string = str(output.communicate(input="mininet"))
            string = string[len(string) - 22:len(string) - 8]
            self.bw[("S1", "S6")] = string

            print self.bw

        if dst in self.mac_to_port[dpid]:
            out_port = self.mac_to_port[dpid][dst]
        else:
            out_port = ofproto.OFPP_FLOOD

        actions = [parser.OFPActionOutput(out_port)]

        # install a flow to avoid packet_in next time
        if out_port != ofproto.OFPP_FLOOD:
            match = parser.OFPMatch(in_port=in_port, eth_dst=dst, eth_src=src)
            # verify if we have a valid buffer_id, if yes avoid to send both
            # flow_mod & packet_out
            if msg.buffer_id != ofproto.OFP_NO_BUFFER:
                self.add_flow(datapath, 1, match, actions, msg.buffer_id)
                return
            else:
                self.add_flow(datapath, 1, match, actions)
        data = None
        if msg.buffer_id == ofproto.OFP_NO_BUFFER:
            data = msg.data

        out = parser.OFPPacketOut(datapath=datapath,
                                  buffer_id=msg.buffer_id,
                                  in_port=in_port,
                                  actions=actions,
                                  data=data)
        datapath.send_msg(out)