src/emuvim/dcemulator/monitoring.py

# Copyright (c) 2015 SONATA-NFV and Paderborn University
# ALL RIGHTS RESERVED.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#    http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
# Neither the name of the SONATA-NFV, Paderborn University
# nor the names of its contributors may be used to endorse or promote
# products derived from this software without specific prior written
# permission.
#
# This work has been performed in the framework of the SONATA project,
# funded by the European Commission under Grant number 671517 through
# the Horizon 2020 and 5G-PPP programmes. The authors would like to
# acknowledge the contributions of their colleagues of the SONATA
# partner consortium (www.sonata-nfv.eu).
import logging
from mininet.node import OVSSwitch
import ast
import time
from prometheus_client import Gauge, CollectorRegistry, \
    pushadd_to_gateway, delete_from_gateway
import threading
from subprocess import Popen
import os
import docker
import json
from copy import deepcopy

logging.basicConfig()

"""
class to read openflow stats from the Ryu controller of the DCNetwork
"""

PUSHGATEWAY_PORT = 9091
# we cannot use port 8080 because ryu-ofrest api  is already using that one
CADVISOR_PORT = 8081

COOKIE_MASK = 0xffffffff


class DCNetworkMonitor():
    def __init__(self, net):
        self.net = net
        self.dockercli = docker.from_env()

        # pushgateway address
        self.pushgateway = 'localhost:{0}'.format(PUSHGATEWAY_PORT)

        # supported Prometheus metrics
        self.registry = CollectorRegistry()
        self.prom_tx_packet_count = Gauge('sonemu_tx_count_packets', 'Total number of packets sent',
                                          ['vnf_name', 'vnf_interface', 'flow_id'], registry=self.registry)
        self.prom_rx_packet_count = Gauge('sonemu_rx_count_packets', 'Total number of packets received',
                                          ['vnf_name', 'vnf_interface', 'flow_id'], registry=self.registry)
        self.prom_tx_byte_count = Gauge('sonemu_tx_count_bytes', 'Total number of bytes sent',
                                        ['vnf_name', 'vnf_interface', 'flow_id'], registry=self.registry)
        self.prom_rx_byte_count = Gauge('sonemu_rx_count_bytes', 'Total number of bytes received',
                                        ['vnf_name', 'vnf_interface', 'flow_id'], registry=self.registry)

        self.prom_metrics = {'tx_packets': self.prom_tx_packet_count, 'rx_packets': self.prom_rx_packet_count,
                             'tx_bytes': self.prom_tx_byte_count, 'rx_bytes': self.prom_rx_byte_count}

        # list of installed metrics to monitor
        # each entry can contain this data
        '''
        {
        switch_dpid = 0
        vnf_name = None
        vnf_interface = None
        previous_measurement = 0
        previous_monitor_time = 0
        metric_key = None
        mon_port = None
        }
        '''
        self.monitor_lock = threading.Lock()
        self.monitor_flow_lock = threading.Lock()
        self.network_metrics = []
        self.flow_metrics = []
        self.skewmon_metrics = {}

        # start monitoring thread
        self.start_monitoring = True
        self.monitor_thread = threading.Thread(target=self.get_network_metrics)
        self.monitor_thread.start()

        self.monitor_flow_thread = threading.Thread(
            target=self.get_flow_metrics)
        self.monitor_flow_thread.start()

        # helper tools
        # cAdvisor, Prometheus pushgateway are started as external container,
        # to gather monitoring metric in son-emu
        self.pushgateway_process = self.start_PushGateway()
        self.cadvisor_process = self.start_cAdvisor()

    # first set some parameters, before measurement can start

    def setup_flow(self, vnf_name, vnf_interface=None,
                   metric='tx_packets', cookie=0):

        flow_metric = {}

        # check if port is specified (vnf:port)
        if vnf_interface is None:
            # take first interface by default
            connected_sw = self.net.DCNetwork_graph.neighbors(vnf_name)[0]
            link_dict = self.net.DCNetwork_graph[vnf_name][connected_sw]
            vnf_interface = link_dict[0]['src_port_id']

        flow_metric['vnf_name'] = vnf_name
        flow_metric['vnf_interface'] = vnf_interface

        vnf_switch = None
        for connected_sw in self.net.DCNetwork_graph.neighbors(vnf_name):
            link_dict = self.net.DCNetwork_graph[vnf_name][connected_sw]
            for link in link_dict:
                if link_dict[link]['src_port_id'] == vnf_interface:
                    # found the right link and connected switch
                    vnf_switch = connected_sw
                    flow_metric['mon_port'] = link_dict[link]['dst_port_nr']
                    break

        if not vnf_switch:
            logging.exception("vnf switch of {0}:{1} not found!".format(
                vnf_name, vnf_interface))
            return "vnf switch of {0}:{1} not found!".format(
                vnf_name, vnf_interface)

        try:
            # default port direction to monitor
            if metric is None:
                metric = 'tx_packets'

            next_node = self.net.getNodeByName(vnf_switch)

            if not isinstance(next_node, OVSSwitch):
                logging.info(
                    "vnf: {0} is not connected to switch".format(vnf_name))
                return

            flow_metric['previous_measurement'] = 0
            flow_metric['previous_monitor_time'] = 0

            flow_metric['switch_dpid'] = int(str(next_node.dpid), 16)
            flow_metric['metric_key'] = metric
            flow_metric['cookie'] = cookie

            self.monitor_flow_lock.acquire()
            self.flow_metrics.append(flow_metric)
            self.monitor_flow_lock.release()

            logging.info('Started monitoring flow:{3} {2} on {0}:{1}'.format(
                vnf_name, vnf_interface, metric, cookie))
            return 'Started monitoring flow:{3} {2} on {0}:{1}'.format(
                vnf_name, vnf_interface, metric, cookie)

        except Exception as ex:
            logging.exception("setup_metric error.")
            return ex.message

    def stop_flow(self, vnf_name, vnf_interface=None, metric=None, cookie=0,):

        # check if port is specified (vnf:port)
        if vnf_interface is None and metric is not None:
            # take first interface by default
            connected_sw = self.net.DCNetwork_graph.neighbors(vnf_name)[0]
            link_dict = self.net.DCNetwork_graph[vnf_name][connected_sw]
            vnf_interface = link_dict[0]['src_port_id']

        for flow_dict in self.flow_metrics:
            if flow_dict['vnf_name'] == vnf_name and flow_dict['vnf_interface'] == vnf_interface \
                    and flow_dict['metric_key'] == metric and flow_dict['cookie'] == cookie:

                self.monitor_flow_lock.acquire()

                self.flow_metrics.remove(flow_dict)

                # set metric to NaN
                self.prom_metrics[flow_dict['metric_key']]. \
                    labels(vnf_name=vnf_name, vnf_interface=vnf_interface, flow_id=cookie). \
                    set(float('nan'))

                delete_from_gateway(
                    self.pushgateway, job='sonemu-SDNcontroller')

                self.monitor_flow_lock.release()

                logging.info('Stopped monitoring flow {3}: {2} on {0}:{1}'.format(
                    vnf_name, vnf_interface, metric, cookie))
                return 'Stopped monitoring flow {3}: {2} on {0}:{1}'.format(
                    vnf_name, vnf_interface, metric, cookie)

        return 'Error stopping monitoring flow: {0} on {1}:{2}'.format(
            metric, vnf_name, vnf_interface)

    # first set some parameters, before measurement can start

    def setup_metric(self, vnf_name, vnf_interface=None, metric='tx_packets'):

        network_metric = {}

        # check if port is specified (vnf:port)
        if vnf_interface is None or vnf_interface == '':
            # take first interface by default
            connected_sw = self.net.DCNetwork_graph.neighbors(vnf_name)[0]
            link_dict = self.net.DCNetwork_graph[vnf_name][connected_sw]
            vnf_interface = link_dict[0]['src_port_id']

        network_metric['vnf_name'] = vnf_name
        network_metric['vnf_interface'] = vnf_interface

        for connected_sw in self.net.DCNetwork_graph.neighbors(vnf_name):
            link_dict = self.net.DCNetwork_graph[vnf_name][connected_sw]
            for link in link_dict:
                if link_dict[link]['src_port_id'] == vnf_interface:
                    # found the right link and connected switch
                    network_metric['mon_port'] = link_dict[link]['dst_port_nr']
                    break

        if 'mon_port' not in network_metric:
            logging.exception("vnf interface {0}:{1} not found!".format(
                vnf_name, vnf_interface))
            return "vnf interface {0}:{1} not found!".format(
                vnf_name, vnf_interface)

        try:
            # default port direction to monitor
            if metric is None:
                metric = 'tx_packets'

            vnf_switch = self.net.DCNetwork_graph.neighbors(str(vnf_name))

            if len(vnf_switch) > 1:
                logging.info("vnf: {0} has multiple ports".format(vnf_name))
                return
            elif len(vnf_switch) == 0:
                logging.info("vnf: {0} is not connected".format(vnf_name))
                return
            else:
                vnf_switch = vnf_switch[0]
            next_node = self.net.getNodeByName(vnf_switch)

            if not isinstance(next_node, OVSSwitch):
                logging.info(
                    "vnf: {0} is not connected to switch".format(vnf_name))
                return

            network_metric['previous_measurement'] = 0
            network_metric['previous_monitor_time'] = 0

            network_metric['switch_dpid'] = int(str(next_node.dpid), 16)
            network_metric['metric_key'] = metric

            self.monitor_lock.acquire()
            self.network_metrics.append(network_metric)
            self.monitor_lock.release()

            logging.info('Started monitoring: {2} on {0}:{1}'.format(
                vnf_name, vnf_interface, metric))
            return 'Started monitoring: {2} on {0}:{1}'.format(
                vnf_name, vnf_interface, metric)

        except Exception as ex:
            logging.exception("setup_metric error.")
            return ex.message

    def stop_metric(self, vnf_name, vnf_interface=None, metric=None):

        # check if port is specified (vnf:port)
        if vnf_interface is None and metric is not None:
            # take first interface by default
            connected_sw = self.net.DCNetwork_graph.neighbors(vnf_name)[0]
            link_dict = self.net.DCNetwork_graph[vnf_name][connected_sw]
            vnf_interface = link_dict[0]['src_port_id']

        for metric_dict in deepcopy(self.network_metrics):
            if metric_dict['vnf_name'] == vnf_name and metric_dict['vnf_interface'] == vnf_interface \
                    and metric_dict['metric_key'] == metric:

                self.monitor_lock.acquire()

                self.network_metrics.remove(metric_dict)

                # set values to NaN, prometheus api currently does not support removal of metrics
                # self.prom_metrics[metric_dict['metric_key']].labels(vnf_name, vnf_interface).set(float('nan'))
                self.prom_metrics[metric_dict['metric_key']]. \
                    labels(vnf_name=vnf_name, vnf_interface=vnf_interface, flow_id=None). \
                    set(float('nan'))

                # this removes the complete metric, all labels...
                # 1 single monitor job for all metrics of the SDN controller
                # we can only  remove from the pushgateway grouping keys(labels) which we have defined for the add_to_pushgateway
                # we can not specify labels from the metrics to be removed
                # if we need to remove the metrics seperatelty, we need to give
                # them a separate grouping key, and probably a diffferent
                # registry also
                delete_from_gateway(
                    self.pushgateway, job='sonemu-SDNcontroller')

                self.monitor_lock.release()

                logging.info('Stopped monitoring: {2} on {0}:{1}'.format(
                    vnf_name, vnf_interface, metric))
                return 'Stopped monitoring: {2} on {0}:{1}'.format(
                    vnf_name, vnf_interface, metric)

            # delete everything from this vnf
            elif metric_dict['vnf_name'] == vnf_name and vnf_interface is None and metric is None:
                self.monitor_lock.acquire()
                self.network_metrics.remove(metric_dict)
                logging.info('remove metric from monitor: vnf_name:{0} vnf_interface:{1} mon_port:{2}'.format(
                    metric_dict['vnf_name'], metric_dict['vnf_interface'], metric_dict['mon_port']))

                delete_from_gateway(
                    self.pushgateway, job='sonemu-SDNcontroller')
                self.monitor_lock.release()
                continue

        if vnf_interface is None and metric is None:
            logging.info('Stopped monitoring vnf: {0}'.format(vnf_name))
            return 'Stopped monitoring: {0}'.format(vnf_name)
        else:
            return 'Error stopping monitoring metric: {0} on {1}:{2}'.format(
                metric, vnf_name, vnf_interface)

    def get_flow_metrics(self):
        """
        Get all metrics defined in the list and export it to Prometheus.
        """
        while self.start_monitoring:

            self.monitor_flow_lock.acquire()

            for flow_dict in self.flow_metrics:
                data = {}

                data['cookie'] = flow_dict['cookie']
                data['cookie_mask'] = COOKIE_MASK

                if 'tx' in flow_dict['metric_key']:
                    data['match'] = {'in_port': flow_dict['mon_port']}
                elif 'rx' in flow_dict['metric_key']:
                    data['out_port'] = flow_dict['mon_port']

                # query Ryu
                ret = self.net.ryu_REST(
                    'stats/flow', dpid=flow_dict['switch_dpid'], data=data)
                if isinstance(ret, dict):
                    flow_stat_dict = ret
                elif isinstance(ret, basestring):
                    flow_stat_dict = ast.literal_eval(ret.rstrip())
                else:
                    flow_stat_dict = None

                logging.debug('received flow stat:{0} '.format(flow_stat_dict))

                self.set_flow_metric(flow_dict, flow_stat_dict)

            try:
                if len(self.flow_metrics) > 0:
                    pushadd_to_gateway(
                        self.pushgateway, job='sonemu-SDNcontroller', registry=self.registry)
            except Exception as e:
                logging.warning(
                    "Pushgateway not reachable: {0} {1}".format(Exception, e))

            self.monitor_flow_lock.release()
            time.sleep(1)

    def get_network_metrics(self):
        while self.start_monitoring:

            self.monitor_lock.acquire()

            # group metrics by dpid to optimize the rest api calls
            dpid_list = [metric_dict['switch_dpid']
                         for metric_dict in self.network_metrics]
            dpid_set = set(dpid_list)

            for dpid in dpid_set:

                # query Ryu
                ret = self.net.ryu_REST('stats/port', dpid=dpid)
                if isinstance(ret, dict):
                    port_stat_dict = ret
                elif isinstance(ret, basestring):
                    port_stat_dict = ast.literal_eval(ret.rstrip())
                else:
                    port_stat_dict = None

                metric_list = [metric_dict for metric_dict in self.network_metrics
                               if int(metric_dict['switch_dpid']) == int(dpid)]

                for metric_dict in metric_list:
                    self.set_network_metric(metric_dict, port_stat_dict)

            try:
                if len(self.network_metrics) > 0:
                    pushadd_to_gateway(
                        self.pushgateway, job='sonemu-SDNcontroller', registry=self.registry)
            except Exception as e:
                logging.warning(
                    "Pushgateway not reachable: {0} {1}".format(Exception, e))

            self.monitor_lock.release()
            time.sleep(1)

    # add metric to the list to export to Prometheus, parse the Ryu port-stats
    # reply
    def set_network_metric(self, metric_dict, port_stat_dict):
        # vnf tx is the datacenter switch rx and vice-versa
        metric_key = self.switch_tx_rx(metric_dict['metric_key'])
        switch_dpid = metric_dict['switch_dpid']
        vnf_name = metric_dict['vnf_name']
        vnf_interface = metric_dict['vnf_interface']
        previous_monitor_time = metric_dict['previous_monitor_time']
        mon_port = metric_dict['mon_port']
        for port_stat in port_stat_dict[str(switch_dpid)]:
            # ovs output also gives back 'LOCAL' port
            if port_stat['port_no'] == 'LOCAL':
                continue
            if int(port_stat['port_no']) == int(mon_port):
                port_uptime = port_stat['duration_sec'] + \
                    port_stat['duration_nsec'] * 10 ** (-9)
                this_measurement = int(port_stat[metric_key])

                # set prometheus metric
                self.prom_metrics[metric_dict['metric_key']].\
                    labels(vnf_name=vnf_name, vnf_interface=vnf_interface, flow_id=None).\
                    set(this_measurement)

                # also the rate is calculated here, but not used for now
                # (rate can be easily queried from prometheus also)
                if previous_monitor_time <= 0 or previous_monitor_time >= port_uptime:
                    metric_dict['previous_measurement'] = int(
                        port_stat[metric_key])
                    metric_dict['previous_monitor_time'] = port_uptime
                    # do first measurement
                    # time.sleep(1)
                    # self.monitor_lock.release()
                    # rate cannot be calculated yet (need a first measurement)
                metric_dict['previous_measurement'] = this_measurement
                metric_dict['previous_monitor_time'] = port_uptime
                return

        logging.exception('metric {0} not found on {1}:{2}'.format(
            metric_key, vnf_name, vnf_interface))
        logging.exception(
            'monport:{0}, dpid:{1}'.format(mon_port, switch_dpid))
        logging.exception(
            'monitored network_metrics:{0}'.format(self.network_metrics))
        logging.exception('port dict:{0}'.format(port_stat_dict))
        return 'metric {0} not found on {1}:{2}'.format(
            metric_key, vnf_name, vnf_interface)

    def set_flow_metric(self, metric_dict, flow_stat_dict):
        # vnf tx is the datacenter switch rx and vice-versa
        metric_key = metric_dict['metric_key']
        switch_dpid = metric_dict['switch_dpid']
        vnf_name = metric_dict['vnf_name']
        vnf_interface = metric_dict['vnf_interface']
        cookie = metric_dict['cookie']

        counter = 0
        for flow_stat in flow_stat_dict[str(switch_dpid)]:
            if 'bytes' in metric_key:
                counter += flow_stat['byte_count']
            elif 'packet' in metric_key:
                counter += flow_stat['packet_count']

        # flow_uptime disabled for now (can give error)
        # flow_stat = flow_stat_dict[str(switch_dpid)][0]
        # flow_uptime = flow_stat['duration_sec'] + flow_stat['duration_nsec'] * 10 ** (-9)

        self.prom_metrics[metric_dict['metric_key']]. \
            labels(vnf_name=vnf_name, vnf_interface=vnf_interface, flow_id=cookie). \
            set(counter)

    def start_Prometheus(self, port=9090):
        # prometheus.yml configuration file is located in the same directory as
        # this file
        cmd = ["docker",
               "run",
               "--rm",
               "-p", "{0}:9090".format(port),
               "-v", "{0}/prometheus.yml:/etc/prometheus/prometheus.yml".format(
                   os.path.dirname(os.path.abspath(__file__))),
               "-v", "{0}/profile.rules:/etc/prometheus/profile.rules".format(
                   os.path.dirname(os.path.abspath(__file__))),
               "--name", "prometheus",
               "prom/prometheus"
               ]
        logging.info('Start Prometheus container {0}'.format(cmd))
        return Popen(cmd)

    def start_PushGateway(self, port=PUSHGATEWAY_PORT):
        cmd = ["docker",
               "run",
               "-d",
               "-p", "{0}:9091".format(port),
               "--name", "pushgateway",
               "--label", 'com.containernet=""',
               "prom/pushgateway"
               ]

        logging.info('Start Prometheus Push Gateway container {0}'.format(cmd))
        return Popen(cmd)

    def start_cAdvisor(self, port=CADVISOR_PORT):
        cmd = ["docker",
               "run",
               "--rm",
               "--volume=/:/rootfs:ro",
               "--volume=/var/run:/var/run:rw",
               "--volume=/sys:/sys:ro",
               "--volume=/var/lib/docker/:/var/lib/docker:ro",
               "--publish={0}:8080".format(port),
               "--name=cadvisor",
               "--label", 'com.containernet=""',
               "--detach=true",
               "google/cadvisor:latest",
               # "--storage_duration=1m0s",
               # "--allow_dynamic_housekeeping=true",
               # "--housekeeping_interval=1s",
               ]
        logging.info('Start cAdvisor container {0}'.format(cmd))
        return Popen(cmd)

    def stop(self):
        # stop the monitoring thread
        self.start_monitoring = False
        self.monitor_thread.join()
        self.monitor_flow_thread.join()

        # these containers are used for monitoring but are started now outside
        # of son-emu

        if self.pushgateway_process is not None:
            logging.info('stopping pushgateway container')
            self._stop_container('pushgateway')

        if self.cadvisor_process is not None:
            logging.info('stopping cadvisor container')
            self._stop_container('cadvisor')

    def switch_tx_rx(self, metric=''):
        # when monitoring vnfs, the tx of the datacenter switch is actually the rx of the vnf
        # so we need to change the metric name to be consistent with the vnf rx
        # or tx
        if 'tx' in metric:
            metric = metric.replace('tx', 'rx')
        elif 'rx' in metric:
            metric = metric.replace('rx', 'tx')

        return metric

    def _stop_container(self, name):

        # container = self.dockercli.containers.get(name)
        # container.stop()
        # container.remove(force=True)

        # the only robust way to stop these containers is via Popen, it seems
        time.sleep(1)
        cmd = ['docker', 'rm', '-f', name]
        Popen(cmd)

    def update_skewmon(self, vnf_name, resource_name, action):

        ret = ''

        config_file_path = '/tmp/skewmon.cfg'
        configfile = open(config_file_path, 'a+')
        try:
            config = json.load(configfile)
        except BaseException:
            # not a valid json file or empty
            config = {}

        # initialize config file
        if len(self.skewmon_metrics) == 0:
            config = {}
        json.dump(config, configfile)
        configfile.close()

        docker_name = 'mn.' + vnf_name
        vnf_container = self.dockercli.containers.get(docker_name)
        key = resource_name + '_' + vnf_container.short_id
        vnf_id = vnf_container.id

        if action == 'start':
            # add a new vnf to monitor
            config[key] = dict(VNF_NAME=vnf_name,
                               VNF_ID=vnf_id,
                               VNF_METRIC=resource_name)
            ret = 'adding to skewness monitor: {0} {1} '.format(
                vnf_name, resource_name)
            logging.info(ret)
        elif action == 'stop':
            # remove vnf to monitor
            config.pop(key)
            ret = 'removing from skewness monitor: {0} {1} '.format(
                vnf_name, resource_name)
            logging.info(ret)

        self.skewmon_metrics = config
        configfile = open(config_file_path, 'w')
        json.dump(config, configfile)
        configfile.close()

        try:
            skewmon_container = self.dockercli.containers.get('skewmon')

            # remove container if config is empty
            if len(config) == 0:
                ret += 'stopping skewness monitor'
                logging.info('stopping skewness monitor')
                skewmon_container.remove(force=True)

        except docker.errors.NotFound:
            # start container if not running
            ret += 'starting skewness monitor'
            logging.info('starting skewness monitor')
            volumes = {'/sys/fs/cgroup': {'bind': '/sys/fs/cgroup', 'mode': 'ro'},
                       '/tmp/skewmon.cfg': {'bind': '/config.txt', 'mode': 'ro'}}
            self.dockercli.containers.run('skewmon',
                                          detach=True,
                                          volumes=volumes,
                                          labels=['com.containernet'],
                                          name='skewmon'
                                          )
            # Wait a while for containers to be completely started
            started = False
            wait_time = 0
            while not started:
                list1 = self.dockercli.containers.list(
                    filters={'status': 'running', 'name': 'prometheus'})
                if len(list1) >= 1:
                    time.sleep(1)
                    started = True
                if wait_time > 5:
                    return 'skewmon not started'
                time.sleep(1)
                wait_time += 1
        return ret

    def term(self, vnf_list=[]):
        """
        Start a terminal window for the specified VNFs
        (start a terminal for all VNFs if vnf_list is empty)
        :param vnf_list:
        :return:
        """

        if vnf_list is None:
            vnf_list = []
        if not isinstance(vnf_list, list):
            vnf_list = str(vnf_list).split(',')
            vnf_list = map(str.strip, vnf_list)
        logging.info('vnf_list: {}'.format(vnf_list))

        return self.start_xterm(vnf_list)

    # start an xterm for the specfified vnfs

    def start_xterm(self, vnf_names):
        # start xterm for all vnfs
        for vnf_name in vnf_names:
            terminal_cmd = "docker exec -it mn.{0} /bin/bash".format(vnf_name)

            cmd = ['xterm', '-xrm', 'XTerm*selectToClipboard: true', '-xrm', 'XTerm.vt100.allowTitleOps: false',
                   '-T', vnf_name,
                   '-e', terminal_cmd]
            Popen(cmd)

        ret = 'xterms started for {0}'.format(vnf_names)
        if len(vnf_names) == 0:
            ret = 'vnf list is empty, no xterms started'
        return ret