TestON/tests/HAsingleInstanceRestart/HAsingleInstanceRestart.py

"""
Description: This test is to determine if a single
    instance ONOS 'cluster' can handle a restart

List of test cases:
CASE1: Compile ONOS and push it to the test machines
CASE2: Assign devices to controllers
CASE21: Assign mastership to controllers
CASE3: Assign intents
CASE4: Ping across added host intents
CASE5: Reading state of ONOS
CASE6: The Failure case.
CASE7: Check state after control plane failure
CASE8: Compare topo
CASE9: Link s3-s28 down
CASE10: Link s3-s28 up
CASE11: Switch down
CASE12: Switch up
CASE13: Clean up
CASE14: start election app on all onos nodes
CASE15: Check that Leadership Election is still functional
CASE16: Install Distributed Primitives app
CASE17: Check for basic functionality with distributed primitives
"""


class HAsingleInstanceRestart:

    def __init__( self ):
        self.default = ''

    def CASE1( self, main ):
        """
        CASE1 is to compile ONOS and push it to the test machines

        Startup sequence:
        cell <name>
        onos-verify-cell
        NOTE: temporary - onos-remove-raft-logs
        onos-uninstall
        start mininet
        git pull
        mvn clean install
        onos-package
        onos-install -f
        onos-wait-for-start
        start cli sessions
        start tcpdump
        """
        main.log.info( "ONOS Single node cluster restart " +
                         "HA test - initialization" )
        main.case( "Setting up test environment" )
        main.caseExplanation = "Setup the test environment including " +\
                                "installing ONOS, starting Mininet and ONOS" +\
                                "cli sessions."
        # TODO: save all the timers and output them for plotting

        # load some variables from the params file
        PULLCODE = False
        if main.params[ 'Git' ] == 'True':
            PULLCODE = True
        gitBranch = main.params[ 'branch' ]
        cellName = main.params[ 'ENV' ][ 'cellName' ]

        # set global variables
        global numControllers
        numControllers = int( main.params[ 'num_controllers' ] )
        if main.ONOSbench.maxNodes:
            if main.ONOSbench.maxNodes < numControllers:
                numControllers = int( main.ONOSbench.maxNodes )

        global CLIs
        CLIs = []
        global nodes
        nodes = []
        ipList = []
        for i in range( 1, int( main.ONOSbench.maxNodes ) + 1 ):
            try:
                CLIs.append( getattr( main, 'ONOScli' + str( i ) ) )
                nodes.append( getattr( main, 'ONOS' + str( i ) ) )
                ipList.append( nodes[ -1 ].ip_address )
            except AttributeError:
                break

        main.step( "Create cell file" )
        cellAppString = main.params[ 'ENV' ][ 'appString' ]
        main.ONOSbench.createCellFile( main.ONOSbench.ip_address, cellName,
                                       main.Mininet1.ip_address,
                                       cellAppString, ipList )
        main.step( "Applying cell variable to environment" )
        cellResult = main.ONOSbench.setCell( cellName )
        verifyResult = main.ONOSbench.verifyCell()

        # FIXME:this is short term fix
        main.log.info( "Removing raft logs" )
        main.ONOSbench.onosRemoveRaftLogs()

        main.log.info( "Uninstalling ONOS" )
        for node in nodes:
            main.ONOSbench.onosUninstall( node.ip_address )

        # Make sure ONOS is DEAD
        main.log.info( "Killing any ONOS processes" )
        killResults = main.TRUE
        for node in nodes:
            killed = main.ONOSbench.onosKill( node.ip_address )
            killResults = killResults and killed

        cleanInstallResult = main.TRUE
        gitPullResult = main.TRUE

        main.step( "Starting Mininet" )
        # scp topo file to mininet
        # TODO: move to params?
        topoName = "obelisk.py"
        filePath = main.ONOSbench.home + "/tools/test/topos/"
        main.ONOSbench.copyMininetFile( topoName, filePath,
                                        main.Mininet1.user_name,
                                        main.Mininet1.ip_address )
        mnResult = main.Mininet1.startNet( )
        utilities.assert_equals( expect=main.TRUE, actual=mnResult,
                                 onpass="Mininet Started",
                                 onfail="Error starting Mininet" )

        main.step( "Git checkout and pull " + gitBranch )
        if PULLCODE:
            main.ONOSbench.gitCheckout( gitBranch )
            gitPullResult = main.ONOSbench.gitPull()
            # values of 1 or 3 are good
            utilities.assert_lesser( expect=0, actual=gitPullResult,
                                      onpass="Git pull successful",
                                      onfail="Git pull failed" )
        main.ONOSbench.getVersion( report=True )

        main.step( "Using mvn clean install" )
        cleanInstallResult = main.TRUE
        if PULLCODE and gitPullResult == main.TRUE:
            cleanInstallResult = main.ONOSbench.cleanInstall()
        else:
            main.log.warn( "Did not pull new code so skipping mvn " +
                           "clean install" )
        utilities.assert_equals( expect=main.TRUE,
                                 actual=cleanInstallResult,
                                 onpass="MCI successful",
                                 onfail="MCI failed" )
        # GRAPHS
        # NOTE: important params here:
        #       job = name of Jenkins job
        #       Plot Name = Plot-HA, only can be used if multiple plots
        #       index = The number of the graph under plot name
        job = "HAsingleInstanceRestart"
        plotName = "Plot-HA"
        graphs = '<ac:structured-macro ac:name="html">\n'
        graphs += '<ac:plain-text-body><![CDATA[\n'
        graphs += '<iframe src="https://onos-jenkins.onlab.us/job/' + job +\
                  '/plot/' + plotName + '/getPlot?index=0' +\
                  '&width=500&height=300"' +\
                  'noborder="0" width="500" height="300" scrolling="yes" ' +\
                  'seamless="seamless"></iframe>\n'
        graphs += ']]></ac:plain-text-body>\n'
        graphs += '</ac:structured-macro>\n'
        main.log.wiki(graphs)

        CLIs = []
        nodes = []
        ipList = []
        for i in range( 1, numControllers + 1 ):
            CLIs.append( getattr( main, 'ONOScli' + str( i ) ) )
            nodes.append( getattr( main, 'ONOS' + str( i ) ) )
            ipList.append( nodes[ -1 ].ip_address )

        main.ONOSbench.createCellFile( main.ONOSbench.ip_address, "SingleHA",
                                       main.Mininet1.ip_address,
                                       cellAppString, ipList[ 0 ] )
        cellResult = main.ONOSbench.setCell( "SingleHA" )
        verifyResult = main.ONOSbench.verifyCell()
        main.step( "Creating ONOS package" )
        packageResult = main.ONOSbench.onosPackage()
        utilities.assert_equals( expect=main.TRUE, actual=packageResult,
                                 onpass="ONOS package successful",
                                 onfail="ONOS package failed" )

        main.step( "Installing ONOS package" )
        onosInstallResult = main.ONOSbench.onosInstall(
                options="-f", node=nodes[0].ip_address )
        utilities.assert_equals( expect=main.TRUE, actual=onosInstallResult,
                                 onpass="ONOS install successful",
                                 onfail="ONOS install failed" )

        main.step( "Checking if ONOS is up yet" )
        for i in range( 2 ):
            onos1Isup = main.ONOSbench.isup( nodes[0].ip_address )
            if onos1Isup:
                break
        utilities.assert_equals( expect=main.TRUE, actual=onos1Isup,
                                 onpass="ONOS startup successful",
                                 onfail="ONOS startup failed" )

        main.log.step( "Starting ONOS CLI sessions" )
        cliResults = main.ONOScli1.startOnosCli( nodes[0].ip_address )
        utilities.assert_equals( expect=main.TRUE, actual=cliResults,
                                 onpass="ONOS cli startup successful",
                                 onfail="ONOS cli startup failed" )

        if main.params[ 'tcpdump' ].lower() == "true":
            main.step( "Start Packet Capture MN" )
            main.Mininet2.startTcpdump(
                str( main.params[ 'MNtcpdump' ][ 'folder' ] ) + str( main.TEST )
                + "-MN.pcap",
                intf=main.params[ 'MNtcpdump' ][ 'intf' ],
                port=main.params[ 'MNtcpdump' ][ 'port' ] )

        main.step( "App Ids check" )
        appCheck = main.ONOScli1.appToIDCheck()
        if appCheck != main.TRUE:
            main.log.warn( CLIs[0].apps() )
            main.log.warn( CLIs[0].appIDs() )
        utilities.assert_equals( expect=main.TRUE, actual=appCheck,
                                 onpass="App Ids seem to be correct",
                                 onfail="Something is wrong with app Ids" )

        if cliResults == main.FALSE:
            main.log.error( "Failed to start ONOS, stopping test" )
            main.cleanup()
            main.exit()

    def CASE2( self, main ):
        """
        Assign devices to controllers
        """
        import re
        import time
        assert numControllers, "numControllers not defined"
        assert main, "main not defined"
        assert utilities.assert_equals, "utilities.assert_equals not defined"

        main.case( "Assigning devices to controllers" )
        main.caseExplanation = "Assign switches to ONOS using 'ovs-vsctl' " +\
                                "and check that an ONOS node becomes the " +\
                                "master of the device."
        main.step( "Assign switches to controllers" )

        ipList = []
        for i in range( numControllers ):
            ipList.append( nodes[ i ].ip_address )
        swList = []
        for i in range( 1, 29 ):
            swList.append( "s" + str( i ) )
        main.Mininet1.assignSwController( sw=swList, ip=ipList )

        mastershipCheck = main.TRUE
        for i in range( 1, 29 ):
            response = main.Mininet1.getSwController( "s" + str( i ) )
            try:
                main.log.info( str( response ) )
            except Exception:
                main.log.info( repr( response ) )
            if re.search( "tcp:" + nodes[0].ip_address, response ):
                mastershipCheck = mastershipCheck and main.TRUE
            else:
                mastershipCheck = main.FALSE
        if mastershipCheck == main.TRUE:
            main.log.info( "Switch mastership assigned correctly" )
        utilities.assert_equals(
            expect=main.TRUE,
            actual=mastershipCheck,
            onpass="Switch mastership assigned correctly",
            onfail="Switches not assigned correctly to controllers" )

    def CASE21( self, main ):
        """
        Assign mastership to controllers
        """
        import re
        import time
        assert numControllers, "numControllers not defined"
        assert main, "main not defined"
        assert utilities.assert_equals, "utilities.assert_equals not defined"
        assert CLIs, "CLIs not defined"
        assert nodes, "nodes not defined"

        main.case( "Assigning Controller roles for switches" )
        main.caseExplanation = "Check that ONOS is connected to each " +\
                                "device. Then manually assign" +\
                                " mastership to specific ONOS nodes using" +\
                                " 'device-role'"
        main.step( "Assign mastership of switches to specific controllers" )
        roleCall = main.TRUE
        roleCheck = main.TRUE
        try:
            for i in range( 1, 29 ):  # switches 1 through 28
                ip = nodes[ 0 ].ip_address  # ONOS1
                # set up correct variables:
                if i == 1:
                    deviceId = main.ONOScli1.getDevice( "1000" ).get( 'id' )
                elif i == 2:
                    deviceId = main.ONOScli1.getDevice( "2000" ).get( 'id' )
                elif i == 3:
                    deviceId = main.ONOScli1.getDevice( "3000" ).get( 'id' )
                elif i == 4:
                    deviceId = main.ONOScli1.getDevice( "3004" ).get( 'id' )
                elif i == 5:
                    deviceId = main.ONOScli1.getDevice( "5000" ).get( 'id' )
                elif i == 6:
                    deviceId = main.ONOScli1.getDevice( "6000" ).get( 'id' )
                elif i == 7:
                    deviceId = main.ONOScli1.getDevice( "6007" ).get( 'id' )
                elif i >= 8 and i <= 17:
                    dpid = '3' + str( i ).zfill( 3 )
                    deviceId = main.ONOScli1.getDevice( dpid ).get( 'id' )
                elif i >= 18 and i <= 27:
                    dpid = '6' + str( i ).zfill( 3 )
                    deviceId = main.ONOScli1.getDevice( dpid ).get( 'id' )
                elif i == 28:
                    deviceId = main.ONOScli1.getDevice( "2800" ).get( 'id' )
                else:
                    main.log.error( "You didn't write an else statement for " +
                                    "switch s" + str( i ) )
                # Assign switch
                assert deviceId, "No device id for s" + str( i ) + " in ONOS"
                # TODO: make this controller dynamic
                roleCall = roleCall and main.ONOScli1.deviceRole( deviceId,
                                                                  ip )
                # Check assignment
                master = main.ONOScli1.getRole( deviceId ).get( 'master' )
                if ip in master:
                    roleCheck = roleCheck and main.TRUE
                else:
                    roleCheck = roleCheck and main.FALSE
                    main.log.error( "Error, controller " + ip + " is not" +
                                    " master " + "of device " +
                                    str( deviceId ) + ". Master is " +
                                    repr( master ) + "." )
        except ( AttributeError, AssertionError ):
            main.log.exception( "Something is wrong with ONOS device view" )
            main.log.info( main.ONOScli1.devices() )
        utilities.assert_equals(
            expect=main.TRUE,
            actual=roleCall,
            onpass="Re-assigned switch mastership to designated controller",
            onfail="Something wrong with deviceRole calls" )

        main.step( "Check mastership was correctly assigned" )
        utilities.assert_equals(
            expect=main.TRUE,
            actual=roleCheck,
            onpass="Switches were successfully reassigned to designated " +
                   "controller",
            onfail="Switches were not successfully reassigned" )

    def CASE3( self, main ):
        """
        Assign intents
        """
        import time
        import json
        assert numControllers, "numControllers not defined"
        assert main, "main not defined"
        assert utilities.assert_equals, "utilities.assert_equals not defined"
        # NOTE: we must reinstall intents until we have a persistant intent
        #        datastore!
        main.case( "Adding host Intents" )
        main.caseExplanation = "Discover hosts by using pingall then " +\
                                "assign predetermined host-to-host intents." +\
                                " After installation, check that the intent" +\
                                " is distributed to all nodes and the state" +\
                                " is INSTALLED"

        # install onos-app-fwd
        main.step( "Install reactive forwarding app" )
        installResults = CLIs[0].activateApp( "org.onosproject.fwd" )
        utilities.assert_equals( expect=main.TRUE, actual=installResults,
                                 onpass="Install fwd successful",
                                 onfail="Install fwd failed" )

        main.step( "Check app ids" )
        appCheck = main.ONOScli1.appToIDCheck()
        if appCheck != main.TRUE:
            main.log.warn( CLIs[0].apps() )
            main.log.warn( CLIs[0].appIDs() )
        utilities.assert_equals( expect=main.TRUE, actual=appCheck,
                                 onpass="App Ids seem to be correct",
                                 onfail="Something is wrong with app Ids" )

        main.step( "Discovering Hosts( Via pingall for now )" )
        # FIXME: Once we have a host discovery mechanism, use that instead
        # REACTIVE FWD test
        pingResult = main.FALSE
        for i in range(2):  # Retry if pingall fails first time
            time1 = time.time()
            pingResult = main.Mininet1.pingall()
            if i == 0:
                utilities.assert_equals(
                    expect=main.TRUE,
                    actual=pingResult,
                    onpass="Reactive Pingall test passed",
                    onfail="Reactive Pingall failed, " +
                           "one or more ping pairs failed" )
            time2 = time.time()
            main.log.info( "Time for pingall: %2f seconds" %
                           ( time2 - time1 ) )
        # timeout for fwd flows
        time.sleep( 11 )
        # uninstall onos-app-fwd
        main.step( "Uninstall reactive forwarding app" )
        uninstallResult = CLIs[0].deactivateApp( "org.onosproject.fwd" )
        utilities.assert_equals( expect=main.TRUE, actual=uninstallResult,
                                 onpass="Uninstall fwd successful",
                                 onfail="Uninstall fwd failed" )

        main.step( "Check app ids" )
        appCheck2 = main.ONOScli1.appToIDCheck()
        if appCheck2 != main.TRUE:
            main.log.warn( CLIs[0].apps() )
            main.log.warn( CLIs[0].appIDs() )
        utilities.assert_equals( expect=main.TRUE, actual=appCheck2,
                                 onpass="App Ids seem to be correct",
                                 onfail="Something is wrong with app Ids" )

        main.step( "Add host intents via cli" )
        intentIds = []
        # TODO:  move the host numbers to params
        #        Maybe look at all the paths we ping?
        intentAddResult = True
        hostResult = main.TRUE
        for i in range( 8, 18 ):
            main.log.info( "Adding host intent between h" + str( i ) +
                           " and h" + str( i + 10 ) )
            host1 = "00:00:00:00:00:" + \
                str( hex( i )[ 2: ] ).zfill( 2 ).upper()
            host2 = "00:00:00:00:00:" + \
                str( hex( i + 10 )[ 2: ] ).zfill( 2 ).upper()
            # NOTE: getHost can return None
            host1Dict = main.ONOScli1.getHost( host1 )
            host2Dict = main.ONOScli1.getHost( host2 )
            host1Id = None
            host2Id = None
            if host1Dict and host2Dict:
                host1Id = host1Dict.get( 'id', None )
                host2Id = host2Dict.get( 'id', None )
            if host1Id and host2Id:
                tmpId = main.ONOScli1.addHostIntent( host1Id, host2Id )
                if tmpId:
                    main.log.info( "Added intent with id: " + tmpId )
                    intentIds.append( tmpId )
                else:
                    main.log.error( "addHostIntent returned: " +
                                     repr( tmpId ) )
            else:
                main.log.error( "Error, getHost() failed for h" + str( i ) +
                                " and/or h" + str( i + 10 ) )
                hosts = main.ONOScli1.hosts()
                main.log.warn( "Hosts output: " )
                try:
                    main.log.warn( json.dumps( json.loads( hosts ),
                                               sort_keys=True,
                                               indent=4,
                                               separators=( ',', ': ' ) ) )
                except ( ValueError, TypeError ):
                    main.log.warn( repr( hosts ) )
                hostResult = main.FALSE
        utilities.assert_equals( expect=main.TRUE, actual=hostResult,
                                 onpass="Found a host id for each host",
                                 onfail="Error looking up host ids" )

        intentStart = time.time()
        onosIds = main.ONOScli1.getAllIntentsId()
        main.log.info( "Submitted intents: " + str( intentIds ) )
        main.log.info( "Intents in ONOS: " + str( onosIds ) )
        for intent in intentIds:
            if intent in onosIds:
                pass  # intent submitted is in onos
            else:
                intentAddResult = False
        if intentAddResult:
            intentStop = time.time()
        else:
            intentStop = None
        # Print the intent states
        intents = main.ONOScli1.intents()
        intentStates = []
        installedCheck = True
        main.log.info( "%-6s%-15s%-15s" % ( 'Count', 'ID', 'State' ) )
        count = 0
        try:
            for intent in json.loads( intents ):
                state = intent.get( 'state', None )
                if "INSTALLED" not in state:
                    installedCheck = False
                intentId = intent.get( 'id', None )
                intentStates.append( ( intentId, state ) )
        except ( ValueError, TypeError ):
            main.log.exception( "Error parsing intents" )
        # add submitted intents not in the store
        tmplist = [ i for i, s in intentStates ]
        missingIntents = False
        for i in intentIds:
            if i not in tmplist:
                intentStates.append( ( i, " - " ) )
                missingIntents = True
        intentStates.sort()
        for i, s in intentStates:
            count += 1
            main.log.info( "%-6s%-15s%-15s" %
                           ( str( count ), str( i ), str( s ) ) )
        leaders = main.ONOScli1.leaders()
        try:
            missing = False
            if leaders:
                parsedLeaders = json.loads( leaders )
                main.log.warn( json.dumps( parsedLeaders,
                                           sort_keys=True,
                                           indent=4,
                                           separators=( ',', ': ' ) ) )
                # check for all intent partitions
                topics = []
                for i in range( 14 ):
                    topics.append( "intent-partition-" + str( i ) )
                main.log.debug( topics )
                ONOStopics = [ j['topic'] for j in parsedLeaders ]
                for topic in topics:
                    if topic not in ONOStopics:
                        main.log.error( "Error: " + topic +
                                        " not in leaders" )
                        missing = True
            else:
                main.log.error( "leaders() returned None" )
        except ( ValueError, TypeError ):
            main.log.exception( "Error parsing leaders" )
            main.log.error( repr( leaders ) )
        # Check all nodes
        if missing:
            response = main.ONOScli1.leaders( jsonFormat=False)
            main.log.warn( "ONOS1 leaders output: \n" +
                           str( response ) )

        partitions = main.ONOScli1.partitions()
        try:
            if partitions :
                parsedPartitions = json.loads( partitions )
                main.log.warn( json.dumps( parsedPartitions,
                                           sort_keys=True,
                                           indent=4,
                                           separators=( ',', ': ' ) ) )
                # TODO check for a leader in all paritions
                # TODO check for consistency among nodes
            else:
                main.log.error( "partitions() returned None" )
        except ( ValueError, TypeError ):
            main.log.exception( "Error parsing partitions" )
            main.log.error( repr( partitions ) )
        pendingMap = main.ONOScli1.pendingMap()
        try:
            if pendingMap :
                parsedPending = json.loads( pendingMap )
                main.log.warn( json.dumps( parsedPending,
                                           sort_keys=True,
                                           indent=4,
                                           separators=( ',', ': ' ) ) )
                # TODO check something here?
            else:
                main.log.error( "pendingMap() returned None" )
        except ( ValueError, TypeError ):
            main.log.exception( "Error parsing pending map" )
            main.log.error( repr( pendingMap ) )

        intentAddResult = bool( intentAddResult and not missingIntents and
                                installedCheck )
        if not intentAddResult:
            main.log.error( "Error in pushing host intents to ONOS" )

        main.step( "Intent Anti-Entropy dispersion" )
        for i in range(100):
            correct = True
            main.log.info( "Submitted intents: " + str( sorted( intentIds ) ) )
            for cli in CLIs:
                onosIds = []
                ids = cli.getAllIntentsId()
                onosIds.append( ids )
                main.log.debug( "Intents in " + cli.name + ": " +
                                str( sorted( onosIds ) ) )
                if sorted( ids ) != sorted( intentIds ):
                    main.log.warn( "Set of intent IDs doesn't match" )
                    correct = False
                    break
                else:
                    intents = json.loads( cli.intents() )
                    for intent in intents:
                        if intent[ 'state' ] != "INSTALLED":
                            main.log.warn( "Intent " + intent[ 'id' ] +
                                           " is " + intent[ 'state' ] )
                            correct = False
                            break
            if correct:
                break
            else:
                time.sleep(1)
        if not intentStop:
            intentStop = time.time()
        global gossipTime
        gossipTime = intentStop - intentStart
        main.log.info( "It took about " + str( gossipTime ) +
                        " seconds for all intents to appear in each node" )
        # FIXME: make this time configurable/calculate based off of number of
        #        nodes and gossip rounds
        utilities.assert_greater_equals(
                expect=40, actual=gossipTime,
                onpass="ECM anti-entropy for intents worked within " +
                       "expected time",
                onfail="Intent ECM anti-entropy took too long" )
        if gossipTime <= 40:
            intentAddResult = True

        if not intentAddResult or "key" in pendingMap:
            import time
            installedCheck = True
            main.log.info( "Sleeping 60 seconds to see if intents are found" )
            time.sleep( 60 )
            onosIds = main.ONOScli1.getAllIntentsId()
            main.log.info( "Submitted intents: " + str( intentIds ) )
            main.log.info( "Intents in ONOS: " + str( onosIds ) )
            # Print the intent states
            intents = main.ONOScli1.intents()
            intentStates = []
            main.log.info( "%-6s%-15s%-15s" % ( 'Count', 'ID', 'State' ) )
            count = 0
            try:
                for intent in json.loads( intents ):
                    # Iter through intents of a node
                    state = intent.get( 'state', None )
                    if "INSTALLED" not in state:
                        installedCheck = False
                    intentId = intent.get( 'id', None )
                    intentStates.append( ( intentId, state ) )
            except ( ValueError, TypeError ):
                main.log.exception( "Error parsing intents" )
            # add submitted intents not in the store
            tmplist = [ i for i, s in intentStates ]
            for i in intentIds:
                if i not in tmplist:
                    intentStates.append( ( i, " - " ) )
            intentStates.sort()
            for i, s in intentStates:
                count += 1
                main.log.info( "%-6s%-15s%-15s" %
                               ( str( count ), str( i ), str( s ) ) )
            leaders = main.ONOScli1.leaders()
            try:
                missing = False
                if leaders:
                    parsedLeaders = json.loads( leaders )
                    main.log.warn( json.dumps( parsedLeaders,
                                               sort_keys=True,
                                               indent=4,
                                               separators=( ',', ': ' ) ) )
                    # check for all intent partitions
                    # check for election
                    topics = []
                    for i in range( 14 ):
                        topics.append( "intent-partition-" + str( i ) )
                    # FIXME: this should only be after we start the app
                    topics.append( "org.onosproject.election" )
                    main.log.debug( topics )
                    ONOStopics = [ j['topic'] for j in parsedLeaders ]
                    for topic in topics:
                        if topic not in ONOStopics:
                            main.log.error( "Error: " + topic +
                                            " not in leaders" )
                            missing = True
                else:
                    main.log.error( "leaders() returned None" )
            except ( ValueError, TypeError ):
                main.log.exception( "Error parsing leaders" )
                main.log.error( repr( leaders ) )
            # Check all nodes
            if missing:
                response = main.ONOScli1.leaders( jsonFormat=False)
                main.log.warn( "ONOS1 leaders output: \n" +
                               str( response ) )
            partitions = main.ONOScli1.partitions()
            try:
                if partitions :
                    parsedPartitions = json.loads( partitions )
                    main.log.warn( json.dumps( parsedPartitions,
                                               sort_keys=True,
                                               indent=4,
                                               separators=( ',', ': ' ) ) )
                    # TODO check for a leader in all paritions
                    # TODO check for consistency among nodes
                else:
                    main.log.error( "partitions() returned None" )
            except ( ValueError, TypeError ):
                main.log.exception( "Error parsing partitions" )
                main.log.error( repr( partitions ) )
            pendingMap = main.ONOScli1.pendingMap()
            try:
                if pendingMap :
                    parsedPending = json.loads( pendingMap )
                    main.log.warn( json.dumps( parsedPending,
                                               sort_keys=True,
                                               indent=4,
                                               separators=( ',', ': ' ) ) )
                    # TODO check something here?
                else:
                    main.log.error( "pendingMap() returned None" )
            except ( ValueError, TypeError ):
                main.log.exception( "Error parsing pending map" )
                main.log.error( repr( pendingMap ) )

    def CASE4( self, main ):
        """
        Ping across added host intents
        """
        import json
        import time
        assert numControllers, "numControllers not defined"
        assert main, "main not defined"
        assert utilities.assert_equals, "utilities.assert_equals not defined"
        main.case( "Verify connectivity by sendind traffic across Intents" )
        main.caseExplanation = "Ping across added host intents to check " +\
                                "functionality and check the state of " +\
                                "the intent"
        main.step( "Ping across added host intents" )
        PingResult = main.TRUE
        for i in range( 8, 18 ):
            ping = main.Mininet1.pingHost( src="h" + str( i ),
                                           target="h" + str( i + 10 ) )
            PingResult = PingResult and ping
            if ping == main.FALSE:
                main.log.warn( "Ping failed between h" + str( i ) +
                               " and h" + str( i + 10 ) )
            elif ping == main.TRUE:
                main.log.info( "Ping test passed!" )
                # Don't set PingResult or you'd override failures
        if PingResult == main.FALSE:
            main.log.error(
                "Intents have not been installed correctly, pings failed." )
            # TODO: pretty print
            main.log.warn( "ONOS1 intents: " )
            try:
                tmpIntents = main.ONOScli1.intents()
                main.log.warn( json.dumps( json.loads( tmpIntents ),
                                           sort_keys=True,
                                           indent=4,
                                           separators=( ',', ': ' ) ) )
            except ( ValueError, TypeError ):
                main.log.warn( repr( tmpIntents ) )
        utilities.assert_equals(
            expect=main.TRUE,
            actual=PingResult,
            onpass="Intents have been installed correctly and pings work",
            onfail="Intents have not been installed correctly, pings failed." )

        main.step( "Check Intent state" )
        installedCheck = True
        # Print the intent states
        intents = main.ONOScli1.intents()
        intentStates = []
        main.log.info( "%-6s%-15s%-15s" % ( 'Count', 'ID', 'State' ) )
        count = 0
        # Iter through intents of a node
        try:
            for intent in json.loads( intents ):
                state = intent.get( 'state', None )
                if "INSTALLED" not in state:
                    installedCheck = False
                intentId = intent.get( 'id', None )
                intentStates.append( ( intentId, state ) )
        except ( ValueError, TypeError ):
            main.log.exception( "Error parsing intents." )
        # Print states
        intentStates.sort()
        for i, s in intentStates:
            count += 1
            main.log.info( "%-6s%-15s%-15s" %
                           ( str( count ), str( i ), str( s ) ) )
        utilities.assert_equals( expect=True, actual=installedCheck,
                                 onpass="Intents are all INSTALLED",
                                 onfail="Intents are not all in " +
                                        "INSTALLED state" )

        main.step( "Check leadership of topics" )
        leaders = main.ONOScli1.leaders()
        topicCheck = main.TRUE
        try:
            if leaders:
                parsedLeaders = json.loads( leaders )
                main.log.warn( json.dumps( parsedLeaders,
                                           sort_keys=True,
                                           indent=4,
                                           separators=( ',', ': ' ) ) )
                # check for all intent partitions
                # check for election
                # TODO: Look at Devices as topics now that it uses this system
                topics = []
                for i in range( 14 ):
                    topics.append( "intent-partition-" + str( i ) )
                # FIXME: this should only be after we start the app
                # FIXME: topics.append( "org.onosproject.election" )
                # Print leaders output
                main.log.debug( topics )
                ONOStopics = [ j['topic'] for j in parsedLeaders ]
                for topic in topics:
                    if topic not in ONOStopics:
                        main.log.error( "Error: " + topic +
                                        " not in leaders" )
                        topicCheck = main.FALSE
            else:
                main.log.error( "leaders() returned None" )
                topicCheck = main.FALSE
        except ( ValueError, TypeError ):
            topicCheck = main.FALSE
            main.log.exception( "Error parsing leaders" )
            main.log.error( repr( leaders ) )
            # TODO: Check for a leader of these topics
        utilities.assert_equals( expect=main.TRUE, actual=topicCheck,
                                 onpass="intent Partitions is in leaders",
                                 onfail="Some topics were lost " )
        # Print partitions
        partitions = main.ONOScli1.partitions()
        try:
            if partitions :
                parsedPartitions = json.loads( partitions )
                main.log.warn( json.dumps( parsedPartitions,
                                           sort_keys=True,
                                           indent=4,
                                           separators=( ',', ': ' ) ) )
                # TODO check for a leader in all paritions
                # TODO check for consistency among nodes
            else:
                main.log.error( "partitions() returned None" )
        except ( ValueError, TypeError ):
            main.log.exception( "Error parsing partitions" )
            main.log.error( repr( partitions ) )
        # Print Pending Map
        pendingMap = main.ONOScli1.pendingMap()
        try:
            if pendingMap :
                parsedPending = json.loads( pendingMap )
                main.log.warn( json.dumps( parsedPending,
                                           sort_keys=True,
                                           indent=4,
                                           separators=( ',', ': ' ) ) )
                # TODO check something here?
            else:
                main.log.error( "pendingMap() returned None" )
        except ( ValueError, TypeError ):
            main.log.exception( "Error parsing pending map" )
            main.log.error( repr( pendingMap ) )

        if not installedCheck:
            main.log.info( "Waiting 60 seconds to see if the state of " +
                           "intents change" )
            time.sleep( 60 )
            # Print the intent states
            intents = main.ONOScli1.intents()
            intentStates = []
            main.log.info( "%-6s%-15s%-15s" % ( 'Count', 'ID', 'State' ) )
            count = 0
            # Iter through intents of a node
            try:
                for intent in json.loads( intents ):
                    state = intent.get( 'state', None )
                    if "INSTALLED" not in state:
                        installedCheck = False
                    intentId = intent.get( 'id', None )
                    intentStates.append( ( intentId, state ) )
            except ( ValueError, TypeError ):
                main.log.exception( "Error parsing intents." )
            intentStates.sort()
            for i, s in intentStates:
                count += 1
                main.log.info( "%-6s%-15s%-15s" %
                               ( str( count ), str( i ), str( s ) ) )
            leaders = main.ONOScli1.leaders()
            try:
                missing = False
                if leaders:
                    parsedLeaders = json.loads( leaders )
                    main.log.warn( json.dumps( parsedLeaders,
                                               sort_keys=True,
                                               indent=4,
                                               separators=( ',', ': ' ) ) )
                    # check for all intent partitions
                    # check for election
                    topics = []
                    for i in range( 14 ):
                        topics.append( "intent-partition-" + str( i ) )
                    # FIXME: this should only be after we start the app
                    topics.append( "org.onosproject.election" )
                    main.log.debug( topics )
                    ONOStopics = [ j['topic'] for j in parsedLeaders ]
                    for topic in topics:
                        if topic not in ONOStopics:
                            main.log.error( "Error: " + topic +
                                            " not in leaders" )
                            missing = True
                else:
                    main.log.error( "leaders() returned None" )
            except ( ValueError, TypeError ):
                main.log.exception( "Error parsing leaders" )
                main.log.error( repr( leaders ) )
            if missing:
                response = main.ONOScli1.leaders( jsonFormat=False)
                main.log.warn( "ONOS1 leaders output: \n" +
                               str( response ) )
            partitions = main.ONOScli1.partitions()
            try:
                if partitions :
                    parsedPartitions = json.loads( partitions )
                    main.log.warn( json.dumps( parsedPartitions,
                                               sort_keys=True,
                                               indent=4,
                                               separators=( ',', ': ' ) ) )
                    # TODO check for a leader in all paritions
                    # TODO check for consistency among nodes
                else:
                    main.log.error( "partitions() returned None" )
            except ( ValueError, TypeError ):
                main.log.exception( "Error parsing partitions" )
                main.log.error( repr( partitions ) )
            pendingMap = main.ONOScli1.pendingMap()
            try:
                if pendingMap :
                    parsedPending = json.loads( pendingMap )
                    main.log.warn( json.dumps( parsedPending,
                                               sort_keys=True,
                                               indent=4,
                                               separators=( ',', ': ' ) ) )
                    # TODO check something here?
                else:
                    main.log.error( "pendingMap() returned None" )
            except ( ValueError, TypeError ):
                main.log.exception( "Error parsing pending map" )
                main.log.error( repr( pendingMap ) )
        # Print flowrules
        main.log.debug( CLIs[0].flows( jsonFormat=False ) )
        main.step( "Wait a minute then ping again" )
        # the wait is above
        PingResult = main.TRUE
        for i in range( 8, 18 ):
            ping = main.Mininet1.pingHost( src="h" + str( i ),
                                           target="h" + str( i + 10 ) )
            PingResult = PingResult and ping
            if ping == main.FALSE:
                main.log.warn( "Ping failed between h" + str( i ) +
                               " and h" + str( i + 10 ) )
            elif ping == main.TRUE:
                main.log.info( "Ping test passed!" )
                # Don't set PingResult or you'd override failures
        if PingResult == main.FALSE:
            main.log.error(
                "Intents have not been installed correctly, pings failed." )
            # TODO: pretty print
            main.log.warn( "ONOS1 intents: " )
            try:
                tmpIntents = main.ONOScli1.intents()
                main.log.warn( json.dumps( json.loads( tmpIntents ),
                                           sort_keys=True,
                                           indent=4,
                                           separators=( ',', ': ' ) ) )
            except ( ValueError, TypeError ):
                main.log.warn( repr( tmpIntents ) )
        utilities.assert_equals(
            expect=main.TRUE,
            actual=PingResult,
            onpass="Intents have been installed correctly and pings work",
            onfail="Intents have not been installed correctly, pings failed." )

    def CASE5( self, main ):
        """
        Reading state of ONOS
        """
        import json
        assert numControllers, "numControllers not defined"
        assert main, "main not defined"
        assert utilities.assert_equals, "utilities.assert_equals not defined"

        main.case( "Setting up and gathering data for current state" )
        # The general idea for this test case is to pull the state of
        # ( intents,flows, topology,... ) from each ONOS node
        # We can then compare them with each other and also with past states

        main.step( "Check that each switch has a master" )
        global mastershipState
        mastershipState = '[]'

        # Assert that each device has a master
        rolesNotNull = main.ONOScli1.rolesNotNull()
        utilities.assert_equals(
            expect=main.TRUE,
            actual=rolesNotNull,
            onpass="Each device has a master",
            onfail="Some devices don't have a master assigned" )

        main.step( "Get the Mastership of each switch" )
        ONOS1Mastership = main.ONOScli1.roles()
        # TODO: Make this a meaningful check
        if "Error" in ONOS1Mastership or not ONOS1Mastership:
            main.log.error( "Error in getting ONOS roles" )
            main.log.warn(
                "ONOS1 mastership response: " +
                repr( ONOS1Mastership ) )
            consistentMastership = main.FALSE
        else:
            mastershipState = ONOS1Mastership
            consistentMastership = main.TRUE

        main.step( "Get the intents from each controller" )
        global intentState
        intentState = []
        ONOS1Intents = main.ONOScli1.intents( jsonFormat=True )
        intentCheck = main.FALSE
        if "Error" in ONOS1Intents or not ONOS1Intents:
            main.log.error( "Error in getting ONOS intents" )
            main.log.warn( "ONOS1 intents response: " + repr( ONOS1Intents ) )
        else:
            intentCheck = main.TRUE

        main.step( "Get the flows from each controller" )
        global flowState
        flowState = []
        flowCheck = main.FALSE
        ONOS1Flows = main.ONOScli1.flows( jsonFormat=True )
        if "Error" in ONOS1Flows or not ONOS1Flows:
            main.log.error( "Error in getting ONOS flows" )
            main.log.warn( "ONOS1 flows repsponse: " + ONOS1Flows )
        else:
            # TODO: Do a better check, maybe compare flows on switches?
            flowState = ONOS1Flows
            flowCheck = main.TRUE

        main.step( "Get the OF Table entries" )
        global flows
        flows = []
        for i in range( 1, 29 ):
            flows.append( main.Mininet2.getFlowTable( 1.3, "s" + str( i ) ) )
        if flowCheck == main.FALSE:
            for table in flows:
                main.log.warn( table )
        # TODO: Compare switch flow tables with ONOS flow tables

        main.step( "Collecting topology information from ONOS" )
        devices = []
        devices.append( main.ONOScli1.devices() )
        hosts = []
        hosts.append( json.loads( main.ONOScli1.hosts() ) )
        ports = []
        ports.append( main.ONOScli1.ports() )
        links = []
        links.append( main.ONOScli1.links() )
        clusters = []
        clusters.append( main.ONOScli1.clusters() )

        main.step( "Each host has an IP address" )
        ipResult = main.TRUE
        for controller in range( 0, len( hosts ) ):
            controllerStr = str( controller + 1 )
            for host in hosts[ controller ]:
                if host is None or host.get( 'ipAddresses', [] ) == []:
                    main.log.error(
                        "DEBUG:Error with host ips on controller" +
                        controllerStr + ": " + str( host ) )
                    ipResult = main.FALSE
        utilities.assert_equals(
            expect=main.TRUE,
            actual=ipResult,
            onpass="The ips of the hosts aren't empty",
            onfail="The ip of at least one host is missing" )

        # there should always only be one cluster
        main.step( "There is only one dataplane cluster" )
        try:
            numClusters = len( json.loads( clusters[ 0 ] ) )
        except ( ValueError, TypeError ):
            main.log.exception( "Error parsing clusters[0]: " +
                                repr( clusters[ 0 ] ) )
        clusterResults = main.FALSE
        if numClusters == 1:
            clusterResults = main.TRUE
        utilities.assert_equals(
            expect=1,
            actual=numClusters,
            onpass="ONOS shows 1 SCC",
            onfail="ONOS shows " + str( numClusters ) + " SCCs" )

        main.step( "Comparing ONOS topology to MN" )
        devicesResults = main.TRUE
        linksResults = main.TRUE
        hostsResults = main.TRUE
        mnSwitches = main.Mininet1.getSwitches()
        mnLinks = main.Mininet1.getLinks()
        mnHosts = main.Mininet1.getHosts()
        for controller in range( numControllers ):
            controllerStr = str( controller + 1 )
            if devices[ controller ] and ports[ controller ] and\
                "Error" not in devices[ controller ] and\
                "Error" not in ports[ controller ]:

                currentDevicesResult = main.Mininet1.compareSwitches(
                        mnSwitches,
                        json.loads( devices[ controller ] ),
                        json.loads( ports[ controller ] ) )
            else:
                currentDevicesResult = main.FALSE
            utilities.assert_equals( expect=main.TRUE,
                                     actual=currentDevicesResult,
                                     onpass="ONOS" + controllerStr +
                                     " Switches view is correct",
                                     onfail="ONOS" + controllerStr +
                                     " Switches view is incorrect" )
            if links[ controller ] and "Error" not in links[ controller ]:
                currentLinksResult = main.Mininet1.compareLinks(
                        mnSwitches, mnLinks,
                        json.loads( links[ controller ] ) )
            else:
                currentLinksResult = main.FALSE
            utilities.assert_equals( expect=main.TRUE,
                                     actual=currentLinksResult,
                                     onpass="ONOS" + controllerStr +
                                     " links view is correct",
                                     onfail="ONOS" + controllerStr +
                                     " links view is incorrect" )

            if hosts[ controller ] or "Error" not in hosts[ controller ]:
                currentHostsResult = main.Mininet1.compareHosts(
                        mnHosts,
                        hosts[ controller ] )
            else:
                currentHostsResult = main.FALSE
            utilities.assert_equals( expect=main.TRUE,
                                     actual=currentHostsResult,
                                     onpass="ONOS" + controllerStr +
                                     " hosts exist in Mininet",
                                     onfail="ONOS" + controllerStr +
                                     " hosts don't match Mininet" )

            devicesResults = devicesResults and currentDevicesResult
            linksResults = linksResults and currentLinksResult
            hostsResults = hostsResults and currentHostsResult

        main.step( "Device information is correct" )
        utilities.assert_equals(
            expect=main.TRUE,
            actual=devicesResults,
            onpass="Device information is correct",
            onfail="Device information is incorrect" )

        main.step( "Links are correct" )
        utilities.assert_equals(
            expect=main.TRUE,
            actual=linksResults,
            onpass="Link are correct",
            onfail="Links are incorrect" )

        main.step( "Hosts are correct" )
        utilities.assert_equals(
            expect=main.TRUE,
            actual=hostsResults,
            onpass="Hosts are correct",
            onfail="Hosts are incorrect" )

    def CASE6( self, main ):
        """
        The Failure case.
        """
        import time
        assert numControllers, "numControllers not defined"
        assert main, "main not defined"
        assert utilities.assert_equals, "utilities.assert_equals not defined"

        # Reset non-persistent variables
        try:
            iCounterValue = 0
        except NameError:
            main.log.error( "iCounterValue not defined, setting to 0" )
            iCounterValue = 0

        main.case( "Restart ONOS node" )
        main.caseExplanation = "Killing ONOS process and restart cli " +\
                                "sessions once onos is up."
        main.step( "Killing ONOS processes" )
        killResult = main.ONOSbench.onosKill( nodes[0].ip_address )
        start = time.time()
        utilities.assert_equals( expect=main.TRUE, actual=killResult,
                                 onpass="ONOS Killed",
                                 onfail="Error killing ONOS" )

        main.step( "Checking if ONOS is up yet" )
        count = 0
        while count < 10:
            onos1Isup = main.ONOSbench.isup( nodes[0].ip_address )
            if onos1Isup == main.TRUE:
                elapsed = time.time() - start
                break
            else:
                count = count + 1
        utilities.assert_equals( expect=main.TRUE, actual=onos1Isup,
                                 onpass="ONOS is back up",
                                 onfail="ONOS failed to start" )

        main.log.step( "Starting ONOS CLI sessions" )
        cliResults = main.ONOScli1.startOnosCli( nodes[0].ip_address )
        utilities.assert_equals( expect=main.TRUE, actual=cliResults,
                                 onpass="ONOS cli startup successful",
                                 onfail="ONOS cli startup failed" )

        if elapsed:
            main.log.info( "ESTIMATE: ONOS took %s seconds to restart" %
                           str( elapsed ) )
            main.restartTime = elapsed
        else:
            main.restartTime = -1
        time.sleep( 5 )
        # rerun on election apps
        main.ONOScli1.electionTestRun()

    def CASE7( self, main ):
        """
        Check state after ONOS failure
        """
        import json
        assert numControllers, "numControllers not defined"
        assert main, "main not defined"
        assert utilities.assert_equals, "utilities.assert_equals not defined"
        main.case( "Running ONOS Constant State Tests" )
        main.step( "Check that each switch has a master" )
        # Assert that each device has a master
        rolesNotNull = main.ONOScli1.rolesNotNull()
        utilities.assert_equals(
            expect=main.TRUE,
            actual=rolesNotNull,
            onpass="Each device has a master",
            onfail="Some devices don't have a master assigned" )

        main.step( "Check if switch roles are consistent across all nodes" )
        ONOS1Mastership = main.ONOScli1.roles()
        # FIXME: Refactor this whole case for single instance
        if "Error" in ONOS1Mastership or not ONOS1Mastership:
            main.log.error( "Error in getting ONOS mastership" )
            main.log.warn( "ONOS1 mastership response: " +
                           repr( ONOS1Mastership ) )
            consistentMastership = main.FALSE
        else:
            consistentMastership = main.TRUE
        utilities.assert_equals(
            expect=main.TRUE,
            actual=consistentMastership,
            onpass="Switch roles are consistent across all ONOS nodes",
            onfail="ONOS nodes have different views of switch roles" )

        description2 = "Compare switch roles from before failure"
        main.step( description2 )

        currentJson = json.loads( ONOS1Mastership )
        oldJson = json.loads( mastershipState )
        mastershipCheck = main.TRUE
        for i in range( 1, 29 ):
            switchDPID = str(
                main.Mininet1.getSwitchDPID( switch="s" + str( i ) ) )

            current = [ switch[ 'master' ] for switch in currentJson
                        if switchDPID in switch[ 'id' ] ]
            old = [ switch[ 'master' ] for switch in oldJson
                    if switchDPID in switch[ 'id' ] ]
            if current == old:
                mastershipCheck = mastershipCheck and main.TRUE
            else:
                main.log.warn( "Mastership of switch %s changed" % switchDPID )
                mastershipCheck = main.FALSE
        utilities.assert_equals(
            expect=main.TRUE,
            actual=mastershipCheck,
            onpass="Mastership of Switches was not changed",
            onfail="Mastership of some switches changed" )
        mastershipCheck = mastershipCheck and consistentMastership

        main.step( "Get the intents and compare across all nodes" )
        ONOS1Intents = main.ONOScli1.intents( jsonFormat=True )
        intentCheck = main.FALSE
        if "Error" in ONOS1Intents or not ONOS1Intents:
            main.log.error( "Error in getting ONOS intents" )
            main.log.warn( "ONOS1 intents response: " + repr( ONOS1Intents ) )
        else:
            intentCheck = main.TRUE
        utilities.assert_equals(
            expect=main.TRUE,
            actual=intentCheck,
            onpass="Intents are consistent across all ONOS nodes",
            onfail="ONOS nodes have different views of intents" )
        # Print the intent states
        intents = []
        intents.append( ONOS1Intents )
        intentStates = []
        for node in intents:  # Iter through ONOS nodes
            nodeStates = []
            # Iter through intents of a node
            for intent in json.loads( node ):
                nodeStates.append( intent[ 'state' ] )
            intentStates.append( nodeStates )
            out = [ (i, nodeStates.count( i ) ) for i in set( nodeStates ) ]
            main.log.info( dict( out ) )

        # NOTE: Store has no durability, so intents are lost across system
        #       restarts
        """
        main.step( "Compare current intents with intents before the failure" )
        # NOTE: this requires case 5 to pass for intentState to be set.
        #      maybe we should stop the test if that fails?
        sameIntents = main.FALSE
        if intentState and intentState == ONOSIntents[ 0 ]:
            sameIntents = main.TRUE
            main.log.info( "Intents are consistent with before failure" )
        # TODO: possibly the states have changed? we may need to figure out
        #       what the acceptable states are
        elif len( intentState ) == len( ONOSIntents[ 0 ] ):
            sameIntents = main.TRUE
            try:
                before = json.loads( intentState )
                after = json.loads( ONOSIntents[ 0 ] )
                for intent in before:
                    if intent not in after:
                        sameIntents = main.FALSE
                        main.log.debug( "Intent is not currently in ONOS " +
                                        "(at least in the same form):" )
                        main.log.debug( json.dumps( intent ) )
            except ( ValueError, TypeError ):
                main.log.exception( "Exception printing intents" )
                main.log.debug( repr( ONOSIntents[0] ) )
                main.log.debug( repr( intentState ) )
        if sameIntents == main.FALSE:
            try:
                main.log.debug( "ONOS intents before: " )
                main.log.debug( json.dumps( json.loads( intentState ),
                                            sort_keys=True, indent=4,
                                            separators=( ',', ': ' ) ) )
                main.log.debug( "Current ONOS intents: " )
                main.log.debug( json.dumps( json.loads( ONOSIntents[ 0 ] ),
                                            sort_keys=True, indent=4,
                                            separators=( ',', ': ' ) ) )
            except ( ValueError, TypeError ):
                main.log.exception( "Exception printing intents" )
                main.log.debug( repr( ONOSIntents[0] ) )
                main.log.debug( repr( intentState ) )
        utilities.assert_equals(
            expect=main.TRUE,
            actual=sameIntents,
            onpass="Intents are consistent with before failure",
            onfail="The Intents changed during failure" )
        intentCheck = intentCheck and sameIntents
        """
        main.step( "Get the OF Table entries and compare to before " +
                   "component failure" )
        FlowTables = main.TRUE
        flows2 = []
        for i in range( 28 ):
            main.log.info( "Checking flow table on s" + str( i + 1 ) )
            tmpFlows = main.Mininet2.getFlowTable( 1.3, "s" + str( i + 1 ) )
            flows2.append( tmpFlows )
            tempResult = main.Mininet2.flowComp(
                flow1=flows[ i ],
                flow2=tmpFlows )
            FlowTables = FlowTables and tempResult
            if FlowTables == main.FALSE:
                main.log.info( "Differences in flow table for switch: s" +
                               str( i + 1 ) )
        utilities.assert_equals(
            expect=main.TRUE,
            actual=FlowTables,
            onpass="No changes were found in the flow tables",
            onfail="Changes were found in the flow tables" )

        main.step( "Leadership Election is still functional" )
        # Test of LeadershipElection

        leader = nodes[0].ip_address
        leaderResult = main.TRUE
        for controller in range( 1, numControllers + 1 ):
            # loop through ONOScli handlers
            node = getattr( main, ( 'ONOScli' + str( controller ) ) )
            leaderN = node.electionTestLeader()
            # verify leader is ONOS1
            # NOTE even though we restarted ONOS, it is the only one so onos 1
            # must be leader
            if leaderN == leader:
                # all is well
                pass
            elif leaderN == main.FALSE:
                # error in response
                main.log.error( "Something is wrong with " +
                                 "electionTestLeader function, check the" +
                                 " error logs" )
                leaderResult = main.FALSE
            elif leader != leaderN:
                leaderResult = main.FALSE
                main.log.error( "ONOS" + str( controller ) + " sees " +
                                 str( leaderN ) +
                                 " as the leader of the election app. " +
                                 "Leader should be " + str( leader ) )
        utilities.assert_equals(
            expect=main.TRUE,
            actual=leaderResult,
            onpass="Leadership election passed",
            onfail="Something went wrong with Leadership election" )

    def CASE8( self, main ):
        """
        Compare topo
        """
        import json
        import time
        assert numControllers, "numControllers not defined"
        assert main, "main not defined"
        assert utilities.assert_equals, "utilities.assert_equals not defined"

        main.case( "Compare ONOS Topology view to Mininet topology" )
        main.caseExplanation = "Compare topology objects between Mininet" +\
                                " and ONOS"

        main.step( "Comparing ONOS topology to MN" )
        devicesResults = main.TRUE
        linksResults = main.TRUE
        hostsResults = main.TRUE
        hostAttachmentResults = True
        topoResult = main.FALSE
        elapsed = 0
        count = 0
        main.step( "Collecting topology information from ONOS" )
        startTime = time.time()
        # Give time for Gossip to work
        while topoResult == main.FALSE and elapsed < 60:
            count += 1
            cliStart = time.time()
            devices = []
            devices.append( main.ONOScli1.devices() )
            hosts = []
            hosts.append( json.loads( main.ONOScli1.hosts() ) )
            ipResult = main.TRUE
            for controller in range( 0, len( hosts ) ):
                controllerStr = str( controller + 1 )
                for host in hosts[ controller ]:
                    if host is None or host.get( 'ipAddresses', [] ) == []:
                        main.log.error(
                            "DEBUG:Error with host ips on controller" +
                            controllerStr + ": " + str( host ) )
                        ipResult = main.FALSE
            ports = []
            ports.append( main.ONOScli1.ports() )
            links = []
            links.append( main.ONOScli1.links() )
            clusters = []
            clusters.append( main.ONOScli1.clusters() )

            elapsed = time.time() - startTime
            cliTime = time.time() - cliStart
            print "CLI time: " + str( cliTime )

            mnSwitches = main.Mininet1.getSwitches()
            mnLinks = main.Mininet1.getLinks()
            mnHosts = main.Mininet1.getHosts()
            for controller in range( numControllers ):
                controllerStr = str( controller + 1 )
                if devices[ controller ] and ports[ controller ] and\
                    "Error" not in devices[ controller ] and\
                    "Error" not in ports[ controller ]:

                    currentDevicesResult = main.Mininet1.compareSwitches(
                            mnSwitches,
                            json.loads( devices[ controller ] ),
                            json.loads( ports[ controller ] ) )
                else:
                    currentDevicesResult = main.FALSE
                utilities.assert_equals( expect=main.TRUE,
                                         actual=currentDevicesResult,
                                         onpass="ONOS" + controllerStr +
                                         " Switches view is correct",
                                         onfail="ONOS" + controllerStr +
                                         " Switches view is incorrect" )

                if links[ controller ] and "Error" not in links[ controller ]:
                    currentLinksResult = main.Mininet1.compareLinks(
                            mnSwitches, mnLinks,
                            json.loads( links[ controller ] ) )
                else:
                    currentLinksResult = main.FALSE
                utilities.assert_equals( expect=main.TRUE,
                                         actual=currentLinksResult,
                                         onpass="ONOS" + controllerStr +
                                         " links view is correct",
                                         onfail="ONOS" + controllerStr +
                                         " links view is incorrect" )

                if hosts[ controller ] or "Error" not in hosts[ controller ]:
                    currentHostsResult = main.Mininet1.compareHosts(
                            mnHosts,
                            hosts[ controller ] )
                else:
                    currentHostsResult = main.FALSE
                utilities.assert_equals( expect=main.TRUE,
                                         actual=currentHostsResult,
                                         onpass="ONOS" + controllerStr +
                                         " hosts exist in Mininet",
                                         onfail="ONOS" + controllerStr +
                                         " hosts don't match Mininet" )
                # CHECKING HOST ATTACHMENT POINTS
                hostAttachment = True
                zeroHosts = False
                # FIXME: topo-HA/obelisk specific mappings:
                # key is mac and value is dpid
                mappings = {}
                for i in range( 1, 29 ):  # hosts 1 through 28
                    # set up correct variables:
                    macId = "00:" * 5 + hex( i ).split( "0x" )[1].upper().zfill(2)
                    if i == 1:
                        deviceId = "1000".zfill(16)
                    elif i == 2:
                        deviceId = "2000".zfill(16)
                    elif i == 3:
                        deviceId = "3000".zfill(16)
                    elif i == 4:
                        deviceId = "3004".zfill(16)
                    elif i == 5:
                        deviceId = "5000".zfill(16)
                    elif i == 6:
                        deviceId = "6000".zfill(16)
                    elif i == 7:
                        deviceId = "6007".zfill(16)
                    elif i >= 8 and i <= 17:
                        dpid = '3' + str( i ).zfill( 3 )
                        deviceId = dpid.zfill(16)
                    elif i >= 18 and i <= 27:
                        dpid = '6' + str( i ).zfill( 3 )
                        deviceId = dpid.zfill(16)
                    elif i == 28:
                        deviceId = "2800".zfill(16)
                    mappings[ macId ] = deviceId
                if hosts[ controller ] or "Error" not in hosts[ controller ]:
                    if hosts[ controller ] == []:
                        main.log.warn( "There are no hosts discovered" )
                        zeroHosts = True
                    else:
                        for host in hosts[ controller ]:
                            mac = None
                            location = None
                            device = None
                            port = None
                            try:
                                mac = host.get( 'mac' )
                                assert mac, "mac field could not be found for this host object"

                                location = host.get( 'location' )
                                assert location, "location field could not be found for this host object"

                                # Trim the protocol identifier off deviceId
                                device = str( location.get( 'elementId' ) ).split(':')[1]
                                assert device, "elementId field could not be found for this host location object"

                                port = location.get( 'port' )
                                assert port, "port field could not be found for this host location object"

                                # Now check if this matches where they should be
                                if mac and device and port:
                                    if str( port ) != "1":
                                        main.log.error( "The attachment port is incorrect for " +
                                                        "host " + str( mac ) +
                                                        ". Expected: 1 Actual: " + str( port) )
                                        hostAttachment = False
                                    if device != mappings[ str( mac ) ]:
                                        main.log.error( "The attachment device is incorrect for " +
                                                        "host " + str( mac ) +
                                                        ". Expected: " + mappings[ str( mac ) ] +
                                                        " Actual: " + device )
                                        hostAttachment = False
                                else:
                                    hostAttachment = False
                            except AssertionError:
                                main.log.exception( "Json object not as expected" )
                                main.log.error( repr( host ) )
                                hostAttachment = False
                else:
                    main.log.error( "No hosts json output or \"Error\"" +
                                    " in output. hosts = " +
                                    repr( hosts[ controller ] ) )
                if zeroHosts is False:
                    hostAttachment = True


                devicesResults = devicesResults and currentDevicesResult
                linksResults = linksResults and currentLinksResult
                hostsResults = hostsResults and currentHostsResult
                hostAttachmentResults = hostAttachmentResults and\
                                        hostAttachment

                # "consistent" results don't make sense for single instance
            # there should always only be one cluster
            numClusters = len( json.loads( clusters[ 0 ] ) )
            clusterResults = main.FALSE
            if numClusters == 1:
                clusterResults = main.TRUE
            utilities.assert_equals(
                expect=1,
                actual=numClusters,
                onpass="ONOS shows 1 SCC",
                onfail="ONOS shows " + str( numClusters ) + " SCCs" )

            topoResult = ( devicesResults and linksResults
                           and hostsResults and ipResult and clusterResults and
                           hostAttachmentResults )

        topoResult = topoResult and int( count <= 2 )
        note = "note it takes about " + str( int( cliTime ) ) + \
            " seconds for the test to make all the cli calls to fetch " +\
            "the topology from each ONOS instance"
        main.log.info(
            "Very crass estimate for topology discovery/convergence( " +
            str( note ) + " ): " + str( elapsed ) + " seconds, " +
            str( count ) + " tries" )
        utilities.assert_equals( expect=main.TRUE, actual=topoResult,
                                 onpass="Topology Check Test successful",
                                 onfail="Topology Check Test NOT successful" )

    def CASE9( self, main ):
        """
        Link s3-s28 down
        """
        import time
        assert numControllers, "numControllers not defined"
        assert main, "main not defined"
        assert utilities.assert_equals, "utilities.assert_equals not defined"
        # NOTE: You should probably run a topology check after this

        linkSleep = float( main.params[ 'timers' ][ 'LinkDiscovery' ] )

        description = "Turn off a link to ensure that Link Discovery " +\
                      "is working properly"
        main.case( description )

        main.step( "Kill Link between s3 and s28" )
        LinkDown = main.Mininet1.link( END1="s3", END2="s28", OPTION="down" )
        main.log.info( "Waiting " + str( linkSleep ) +
                       " seconds for link down to be discovered" )
        time.sleep( linkSleep )
        utilities.assert_equals( expect=main.TRUE, actual=LinkDown,
                                 onpass="Link down successful",
                                 onfail="Failed to bring link down" )
        # TODO do some sort of check here

    def CASE10( self, main ):
        """
        Link s3-s28 up
        """
        import time
        assert numControllers, "numControllers not defined"
        assert main, "main not defined"
        assert utilities.assert_equals, "utilities.assert_equals not defined"
        # NOTE: You should probably run a topology check after this

        linkSleep = float( main.params[ 'timers' ][ 'LinkDiscovery' ] )

        description = "Restore a link to ensure that Link Discovery is " + \
                      "working properly"
        main.case( description )

        main.step( "Bring link between s3 and s28 back up" )
        LinkUp = main.Mininet1.link( END1="s3", END2="s28", OPTION="up" )
        main.log.info( "Waiting " + str( linkSleep ) +
                       " seconds for link up to be discovered" )
        time.sleep( linkSleep )
        utilities.assert_equals( expect=main.TRUE, actual=LinkUp,
                                 onpass="Link up successful",
                                 onfail="Failed to bring link up" )
        # TODO do some sort of check here

    def CASE11( self, main ):
        """
        Switch Down
        """
        # NOTE: You should probably run a topology check after this
        import time
        assert numControllers, "numControllers not defined"
        assert main, "main not defined"
        assert utilities.assert_equals, "utilities.assert_equals not defined"

        switchSleep = float( main.params[ 'timers' ][ 'SwitchDiscovery' ] )

        description = "Killing a switch to ensure it is discovered correctly"
        main.case( description )
        switch = main.params[ 'kill' ][ 'switch' ]
        switchDPID = main.params[ 'kill' ][ 'dpid' ]

        # TODO: Make this switch parameterizable
        main.step( "Kill " + switch )
        main.log.info( "Deleting " + switch )
        main.Mininet1.delSwitch( switch )
        main.log.info( "Waiting " + str( switchSleep ) +
                       " seconds for switch down to be discovered" )
        time.sleep( switchSleep )
        device = main.ONOScli1.getDevice( dpid=switchDPID )
        # Peek at the deleted switch
        main.log.warn( str( device ) )
        result = main.FALSE
        if device and device[ 'available' ] is False:
            result = main.TRUE
        utilities.assert_equals( expect=main.TRUE, actual=result,
                                 onpass="Kill switch successful",
                                 onfail="Failed to kill switch?" )

    def CASE12( self, main ):
        """
        Switch Up
        """
        # NOTE: You should probably run a topology check after this
        import time
        assert numControllers, "numControllers not defined"
        assert main, "main not defined"
        assert utilities.assert_equals, "utilities.assert_equals not defined"

        switchSleep = float( main.params[ 'timers' ][ 'SwitchDiscovery' ] )
        switch = main.params[ 'kill' ][ 'switch' ]
        switchDPID = main.params[ 'kill' ][ 'dpid' ]
        links = main.params[ 'kill' ][ 'links' ].split()
        description = "Adding a switch to ensure it is discovered correctly"
        main.case( description )

        main.step( "Add back " + switch )
        main.Mininet1.addSwitch( switch, dpid=switchDPID )
        for peer in links:
            main.Mininet1.addLink( switch, peer )
        ipList = []
        for i in range( numControllers ):
            ipList.append( nodes[ i ].ip_address )
        main.Mininet1.assignSwController( sw=switch, ip=ipList )
        main.log.info( "Waiting " + str( switchSleep ) +
                       " seconds for switch up to be discovered" )
        time.sleep( switchSleep )
        device = main.ONOScli1.getDevice( dpid=switchDPID )
        # Peek at the deleted switch
        main.log.warn( str( device ) )
        result = main.FALSE
        if device and device[ 'available' ]:
            result = main.TRUE
        utilities.assert_equals( expect=main.TRUE, actual=result,
                                 onpass="add switch successful",
                                 onfail="Failed to add switch?" )

    def CASE13( self, main ):
        """
        Clean up
        """
        import os
        import time
        assert numControllers, "numControllers not defined"
        assert main, "main not defined"
        assert utilities.assert_equals, "utilities.assert_equals not defined"
        # printing colors to terminal
        colors = { 'cyan': '\033[96m', 'purple': '\033[95m',
                   'blue': '\033[94m', 'green': '\033[92m',
                   'yellow': '\033[93m', 'red': '\033[91m', 'end': '\033[0m' }
        main.case( "Test Cleanup" )
        main.step( "Killing tcpdumps" )
        main.Mininet2.stopTcpdump()

        testname = main.TEST
        if main.params[ 'BACKUP' ] == "True":
            main.step( "Copying MN pcap and ONOS log files to test station" )
            teststationUser = main.params[ 'BACKUP' ][ 'TESTONUSER' ]
            teststationIP = main.params[ 'BACKUP' ][ 'TESTONIP' ]
            # NOTE: MN Pcap file is being saved to ~/packet_captures
            #       scp this file as MN and TestON aren't necessarily the same vm
            # FIXME: scp
            # mn files
            # TODO: Load these from params
            # NOTE: must end in /
            logFolder = "/opt/onos/log/"
            logFiles = [ "karaf.log", "karaf.log.1" ]
            # NOTE: must end in /
            dstDir = "~/packet_captures/"
            for f in logFiles:
                main.ONOSbench.handle.sendline( "scp sdn@" + nodes[0].ip_address + ":" +
                                                logFolder + f + " " +
                                                teststationUser + "@" +
                                                teststationIP + ":" + dstDir +
                                                str( testname ) + "-ONOS1-" + f )
                main.ONOSbench.handle.expect( "\$" )

            # std*.log's
            # NOTE: must end in /
            logFolder = "/opt/onos/var/"
            logFiles = [ "stderr.log", "stdout.log" ]
            # NOTE: must end in /
            dstDir = "~/packet_captures/"
            for f in logFiles:
                main.ONOSbench.handle.sendline( "scp sdn@" + nodes[0].ip_address + ":" +
                                                logFolder + f + " " +
                                                teststationUser + "@" +
                                                teststationIP + ":" + dstDir +
                                                str( testname ) + "-ONOS1-" + f )
                main.ONOSbench.handle.expect( "\$" )
            # sleep so scp can finish
            time.sleep( 10 )
            main.step( "Packing and rotating pcap archives" )
            os.system( "~/TestON/dependencies/rotate.sh " + str( testname ) )

        main.step( "Stopping Mininet" )
        mnResult = main.Mininet1.stopNet()
        utilities.assert_equals( expect=main.TRUE, actual=mnResult,
                                 onpass="Mininet stopped",
                                 onfail="MN cleanup NOT successful" )

        main.step( "Checking ONOS Logs for errors" )
        print colors[ 'purple' ] + "Checking logs for errors on ONOS1:" + \
            colors[ 'end' ]
        print main.ONOSbench.checkLogs( nodes[0].ip_address, restart=True )

        try:
            timerLog = open( main.logdir + "/Timers.csv", 'w')
            # Overwrite with empty line and close
            labels = "Gossip Intents, Restart"
            data = str( gossipTime ) + ", " + str( main.restartTime )
            timerLog.write( labels + "\n" + data )
            timerLog.close()
        except NameError, e:
            main.log.exception(e)

    def CASE14( self, main ):
        """
        start election app on all onos nodes
        """
        assert numControllers, "numControllers not defined"
        assert main, "main not defined"
        assert utilities.assert_equals, "utilities.assert_equals not defined"

        main.case("Start Leadership Election app")
        main.step( "Install leadership election app" )
        appResult = main.ONOScli1.activateApp( "org.onosproject.election" )
        utilities.assert_equals(
            expect=main.TRUE,
            actual=appResult,
            onpass="Election app installed",
            onfail="Something went wrong with installing Leadership election" )

        main.step( "Run for election on each node" )
        leaderResult = main.ONOScli1.electionTestRun()
        # check for leader
        leader = main.ONOScli1.electionTestLeader()
        # verify leader is ONOS1
        if leader == nodes[0].ip_address:
            # all is well
            pass
        elif leader is None:
            # No leader elected
            main.log.error( "No leader was elected" )
            leaderResult = main.FALSE
        elif leader == main.FALSE:
            # error in  response
            # TODO: add check for "Command not found:" in the driver, this
            # means the app isn't loaded
            main.log.error( "Something is wrong with electionTestLeader" +
                             " function, check the error logs" )
            leaderResult = main.FALSE
        else:
            # error in  response
            main.log.error(
                "Unexpected response from electionTestLeader function:'" +
                str( leader ) +
                "'" )
            leaderResult = main.FALSE
        utilities.assert_equals(
            expect=main.TRUE,
            actual=leaderResult,
            onpass="Successfully ran for leadership",
            onfail="Failed to run for leadership" )

    def CASE15( self, main ):
        """
        Check that Leadership Election is still functional
        """
        assert numControllers, "numControllers not defined"
        assert main, "main not defined"
        assert utilities.assert_equals, "utilities.assert_equals not defined"
        leaderResult = main.TRUE
        description = "Check that Leadership Election is still functional"
        main.case( description )
        main.step( "Find current leader and withdraw" )
        leader = main.ONOScli1.electionTestLeader()
        # do some sanity checking on leader before using it
        withdrawResult = main.FALSE
        if leader == nodes[0].ip_address:
            oldLeader = getattr( main, "ONOScli1" )
        elif leader is None or leader == main.FALSE:
            main.log.error(
                "Leader for the election app should be an ONOS node," +
                "instead got '" + str( leader ) + "'" )
            leaderResult = main.FALSE
            oldLeader = None
        else:
            main.log.error( "Leader election --- why am I HERE?!?")
            leaderResult = main.FALSE
            oldLeader = None
        if oldLeader:
            withdrawResult = oldLeader.electionTestWithdraw()
        utilities.assert_equals(
            expect=main.TRUE,
            actual=withdrawResult,
            onpass="Node was withdrawn from election",
            onfail="Node was not withdrawn from election" )

        main.step( "Make sure new leader is elected" )
        leaderN = main.ONOScli1.electionTestLeader()
        if leaderN == leader:
            main.log.error( "ONOS still sees " + str( leaderN ) +
                             " as leader after they withdrew" )
            leaderResult = main.FALSE
        elif leaderN == main.FALSE:
            # error in  response
            # TODO: add check for "Command not found:" in the driver, this
            # means the app isn't loaded
            main.log.error( "Something is wrong with electionTestLeader " +
                             "function, check the error logs" )
            leaderResult = main.FALSE
        elif leaderN is None:
            main.log.info(
                "There is no leader after the app withdrew from election" )
            leaderResult = main.TRUE
        utilities.assert_equals(
            expect=main.TRUE,
            actual=leaderResult,
            onpass="Leadership election passed",
            onfail="Something went wrong with Leadership election" )

        main.step( "Run for election on old leader( just so everyone " +
                   "is in the hat )" )
        if oldLeader:
            runResult = oldLeader.electionTestRun()
        else:
            runResult = main.FALSE
        utilities.assert_equals(
            expect=main.TRUE,
            actual=runResult,
            onpass="App re-ran for election",
            onfail="App failed to run for election" )

        main.step( "Node became leader when it ran for election" )
        afterRun = main.ONOScli1.electionTestLeader()
        # verify leader is ONOS1
        if afterRun == nodes[0].ip_address:
            afterResult = main.TRUE
        else:
            afterResult = main.FALSE

        utilities.assert_equals(
            expect=main.TRUE,
            actual=afterResult,
            onpass="Old leader successfully re-ran for election",
            onfail="Something went wrong with Leadership election after " +
                   "the old leader re-ran for election" )

    def CASE16( self, main ):
        """
        Install Distributed Primitives app
        """
        assert numControllers, "numControllers not defined"
        assert main, "main not defined"
        assert utilities.assert_equals, "utilities.assert_equals not defined"
        assert CLIs, "CLIs not defined"
        assert nodes, "nodes not defined"

        # Variables for the distributed primitives tests
        global pCounterName
        global iCounterName
        global pCounterValue
        global iCounterValue
        global onosSet
        global onosSetName
        pCounterName = "TestON-Partitions"
        iCounterName = "TestON-inMemory"
        pCounterValue = 0
        iCounterValue = 0
        onosSet = set([])
        onosSetName = "TestON-set"

        description = "Install Primitives app"
        main.case( description )
        main.step( "Install Primitives app" )
        appName = "org.onosproject.distributedprimitives"
        appResults = CLIs[0].activateApp( appName )
        utilities.assert_equals( expect=main.TRUE,
                                 actual=appResults,
                                 onpass="Primitives app activated",
                                 onfail="Primitives app not activated" )

    def CASE17( self, main ):
        """
        Check for basic functionality with distributed primitives
        """
        import json
        # Make sure variables are defined/set
        assert numControllers, "numControllers not defined"
        assert main, "main not defined"
        assert utilities.assert_equals, "utilities.assert_equals not defined"
        assert CLIs, "CLIs not defined"
        assert nodes, "nodes not defined"
        assert pCounterName, "pCounterName not defined"
        assert iCounterName, "iCounterName not defined"
        assert onosSetName, "onosSetName not defined"
        # NOTE: assert fails if value is 0/None/Empty/False
        try:
            pCounterValue
        except NameError:
            main.log.error( "pCounterValue not defined, setting to 0" )
            pCounterValue = 0
        try:
            iCounterValue
        except NameError:
            main.log.error( "iCounterValue not defined, setting to 0" )
            iCounterValue = 0
        try:
            onosSet
        except NameError:
            main.log.error( "onosSet not defined, setting to empty Set" )
            onosSet = set([])
        # Variables for the distributed primitives tests. These are local only
        addValue = "a"
        addAllValue = "a b c d e f"
        retainValue = "c d e f"

        description = "Check for basic functionality with distributed " +\
                      "primitives"
        main.case( description )
        main.caseExplanation = "Test the methods of the distributed primitives (counters and sets) throught the cli"
        # DISTRIBUTED ATOMIC COUNTERS
        main.step( "Increment and get a default counter on each node" )
        pCounters = []
        threads = []
        addedPValues = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].counterTestIncrement,
                             name="counterIncrement-" + str( i ),
                             args=[ pCounterName ] )
            pCounterValue += 1
            addedPValues.append( pCounterValue )
            threads.append( t )
            t.start()

        for t in threads:
            t.join()
            pCounters.append( t.result )
        # Check that counter incremented numController times
        pCounterResults = True
        for i in addedPValues:
            tmpResult = i in pCounters
            pCounterResults = pCounterResults and tmpResult
            if not tmpResult:
                main.log.error( str( i ) + " is not in partitioned "
                                "counter incremented results" )
        utilities.assert_equals( expect=True,
                                 actual=pCounterResults,
                                 onpass="Default counter incremented",
                                 onfail="Error incrementing default" +
                                        " counter" )

        main.step( "Increment and get an in memory counter on each node" )
        iCounters = []
        addedIValues = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].counterTestIncrement,
                             name="icounterIncrement-" + str( i ),
                             args=[ iCounterName ],
                             kwargs={ "inMemory": True } )
            iCounterValue += 1
            addedIValues.append( iCounterValue )
            threads.append( t )
            t.start()

        for t in threads:
            t.join()
            iCounters.append( t.result )
        # Check that counter incremented numController times
        iCounterResults = True
        for i in addedIValues:
            tmpResult = i in iCounters
            iCounterResults = iCounterResults and tmpResult
            if not tmpResult:
                main.log.error( str( i ) + " is not in the in-memory "
                                "counter incremented results" )
        utilities.assert_equals( expect=True,
                                 actual=iCounterResults,
                                 onpass="In memory counter incremented",
                                 onfail="Error incrementing in memory" +
                                        " counter" )

        main.step( "Check counters are consistant across nodes" )
        onosCounters = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].counters,
                             name="counters-" + str( i ) )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            onosCounters.append( t.result )
        tmp = [ i == onosCounters[ 0 ] for i in onosCounters ]
        if all( tmp ):
            main.log.info( "Counters are consistent across all nodes" )
            consistentCounterResults = main.TRUE
        else:
            main.log.error( "Counters are not consistent across all nodes" )
            consistentCounterResults = main.FALSE
        utilities.assert_equals( expect=main.TRUE,
                                 actual=consistentCounterResults,
                                 onpass="ONOS counters are consistent " +
                                        "across nodes",
                                 onfail="ONOS Counters are inconsistent " +
                                        "across nodes" )

        main.step( "Counters we added have the correct values" )
        correctResults = main.TRUE
        for i in range( numControllers ):
            try:
                current = json.loads( onosCounters[i] )
            except ( ValueError, TypeError ):
                main.log.error( "Could not parse counters response from ONOS" +
                                str( i + 1 ) )
                main.log.warn( repr( onosCounters[ i ] ) )
            pValue = None
            iValue = None
            try:
                for database in current:
                    partitioned = database.get( 'partitionedDatabaseCounters' )
                    if partitioned:
                        for value in partitioned:
                            if value.get( 'name' ) == pCounterName:
                                pValue = value.get( 'value' )
                                break
                    inMemory = database.get( 'inMemoryDatabaseCounters' )
                    if inMemory:
                        for value in inMemory:
                            if value.get( 'name' ) == iCounterName:
                                iValue = value.get( 'value' )
                                break
            except AttributeError, e:
                main.log.error( "ONOS" + str( i + 1 ) + " counters result " +
                                "is not as expected" )
                correctResults = main.FALSE
            if pValue == pCounterValue:
                main.log.info( "Partitioned counter value is correct" )
            else:
                main.log.error( "Partitioned counter value is incorrect," +
                                " expected value: " + str( pCounterValue )
                                + " current value: " + str( pValue ) )
                correctResults = main.FALSE
            if iValue == iCounterValue:
                main.log.info( "In memory counter value is correct" )
            else:
                main.log.error( "In memory counter value is incorrect, " +
                                "expected value: " + str( iCounterValue ) +
                                " current value: " + str( iValue ) )
                correctResults = main.FALSE
        utilities.assert_equals( expect=main.TRUE,
                                 actual=correctResults,
                                 onpass="Added counters are correct",
                                 onfail="Added counters are incorrect" )
        # DISTRIBUTED SETS
        main.step( "Distributed Set get" )
        size = len( onosSet )
        getResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestGet,
                             name="setTestGet-" + str( i ),
                             args=[ onosSetName ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            getResponses.append( t.result )

        getResults = main.TRUE
        for i in range( numControllers ):
            if isinstance( getResponses[ i ], list):
                current = set( getResponses[ i ] )
                if len( current ) == len( getResponses[ i ] ):
                    # no repeats
                    if onosSet != current:
                        main.log.error( "ONOS" + str( i + 1 ) +
                                        " has incorrect view" +
                                        " of set " + onosSetName + ":\n" +
                                        str( getResponses[ i ] ) )
                        main.log.debug( "Expected: " + str( onosSet ) )
                        main.log.debug( "Actual: " + str( current ) )
                        getResults = main.FALSE
                else:
                    # error, set is not a set
                    main.log.error( "ONOS" + str( i + 1 ) +
                                    " has repeat elements in" +
                                    " set " + onosSetName + ":\n" +
                                    str( getResponses[ i ] ) )
                    getResults = main.FALSE
            elif getResponses[ i ] == main.ERROR:
                getResults = main.FALSE
        utilities.assert_equals( expect=main.TRUE,
                                 actual=getResults,
                                 onpass="Set elements are correct",
                                 onfail="Set elements are incorrect" )

        main.step( "Distributed Set size" )
        sizeResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestSize,
                             name="setTestSize-" + str( i ),
                             args=[ onosSetName ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            sizeResponses.append( t.result )

        sizeResults = main.TRUE
        for i in range( numControllers ):
            if size != sizeResponses[ i ]:
                sizeResults = main.FALSE
                main.log.error( "ONOS" + str( i + 1 ) +
                                " expected a size of " + str( size ) +
                                " for set " + onosSetName +
                                " but got " + str( sizeResponses[ i ] ) )
        utilities.assert_equals( expect=main.TRUE,
                                 actual=sizeResults,
                                 onpass="Set sizes are correct",
                                 onfail="Set sizes are incorrect" )

        main.step( "Distributed Set add()" )
        onosSet.add( addValue )
        addResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestAdd,
                             name="setTestAdd-" + str( i ),
                             args=[ onosSetName, addValue ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            addResponses.append( t.result )

        # main.TRUE = successfully changed the set
        # main.FALSE = action resulted in no change in set
        # main.ERROR - Some error in executing the function
        addResults = main.TRUE
        for i in range( numControllers ):
            if addResponses[ i ] == main.TRUE:
                # All is well
                pass
            elif addResponses[ i ] == main.FALSE:
                # Already in set, probably fine
                pass
            elif addResponses[ i ] == main.ERROR:
                # Error in execution
                addResults = main.FALSE
            else:
                # unexpected result
                addResults = main.FALSE
        if addResults != main.TRUE:
            main.log.error( "Error executing set add" )

        # Check if set is still correct
        size = len( onosSet )
        getResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestGet,
                             name="setTestGet-" + str( i ),
                             args=[ onosSetName ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            getResponses.append( t.result )
        getResults = main.TRUE
        for i in range( numControllers ):
            if isinstance( getResponses[ i ], list):
                current = set( getResponses[ i ] )
                if len( current ) == len( getResponses[ i ] ):
                    # no repeats
                    if onosSet != current:
                        main.log.error( "ONOS" + str( i + 1 ) +
                                        " has incorrect view" +
                                        " of set " + onosSetName + ":\n" +
                                        str( getResponses[ i ] ) )
                        main.log.debug( "Expected: " + str( onosSet ) )
                        main.log.debug( "Actual: " + str( current ) )
                        getResults = main.FALSE
                else:
                    # error, set is not a set
                    main.log.error( "ONOS" + str( i + 1 ) +
                                    " has repeat elements in" +
                                    " set " + onosSetName + ":\n" +
                                    str( getResponses[ i ] ) )
                    getResults = main.FALSE
            elif getResponses[ i ] == main.ERROR:
                getResults = main.FALSE
        sizeResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestSize,
                             name="setTestSize-" + str( i ),
                             args=[ onosSetName ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            sizeResponses.append( t.result )
        sizeResults = main.TRUE
        for i in range( numControllers ):
            if size != sizeResponses[ i ]:
                sizeResults = main.FALSE
                main.log.error( "ONOS" + str( i + 1 ) +
                                " expected a size of " + str( size ) +
                                " for set " + onosSetName +
                                " but got " + str( sizeResponses[ i ] ) )
        addResults = addResults and getResults and sizeResults
        utilities.assert_equals( expect=main.TRUE,
                                 actual=addResults,
                                 onpass="Set add correct",
                                 onfail="Set add was incorrect" )

        main.step( "Distributed Set addAll()" )
        onosSet.update( addAllValue.split() )
        addResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestAdd,
                             name="setTestAddAll-" + str( i ),
                             args=[ onosSetName, addAllValue ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            addResponses.append( t.result )

        # main.TRUE = successfully changed the set
        # main.FALSE = action resulted in no change in set
        # main.ERROR - Some error in executing the function
        addAllResults = main.TRUE
        for i in range( numControllers ):
            if addResponses[ i ] == main.TRUE:
                # All is well
                pass
            elif addResponses[ i ] == main.FALSE:
                # Already in set, probably fine
                pass
            elif addResponses[ i ] == main.ERROR:
                # Error in execution
                addAllResults = main.FALSE
            else:
                # unexpected result
                addAllResults = main.FALSE
        if addAllResults != main.TRUE:
            main.log.error( "Error executing set addAll" )

        # Check if set is still correct
        size = len( onosSet )
        getResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestGet,
                             name="setTestGet-" + str( i ),
                             args=[ onosSetName ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            getResponses.append( t.result )
        getResults = main.TRUE
        for i in range( numControllers ):
            if isinstance( getResponses[ i ], list):
                current = set( getResponses[ i ] )
                if len( current ) == len( getResponses[ i ] ):
                    # no repeats
                    if onosSet != current:
                        main.log.error( "ONOS" + str( i + 1 ) +
                                        " has incorrect view" +
                                        " of set " + onosSetName + ":\n" +
                                        str( getResponses[ i ] ) )
                        main.log.debug( "Expected: " + str( onosSet ) )
                        main.log.debug( "Actual: " + str( current ) )
                        getResults = main.FALSE
                else:
                    # error, set is not a set
                    main.log.error( "ONOS" + str( i + 1 ) +
                                    " has repeat elements in" +
                                    " set " + onosSetName + ":\n" +
                                    str( getResponses[ i ] ) )
                    getResults = main.FALSE
            elif getResponses[ i ] == main.ERROR:
                getResults = main.FALSE
        sizeResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestSize,
                             name="setTestSize-" + str( i ),
                             args=[ onosSetName ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            sizeResponses.append( t.result )
        sizeResults = main.TRUE
        for i in range( numControllers ):
            if size != sizeResponses[ i ]:
                sizeResults = main.FALSE
                main.log.error( "ONOS" + str( i + 1 ) +
                                " expected a size of " + str( size ) +
                                " for set " + onosSetName +
                                " but got " + str( sizeResponses[ i ] ) )
        addAllResults = addAllResults and getResults and sizeResults
        utilities.assert_equals( expect=main.TRUE,
                                 actual=addAllResults,
                                 onpass="Set addAll correct",
                                 onfail="Set addAll was incorrect" )

        main.step( "Distributed Set contains()" )
        containsResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestGet,
                             name="setContains-" + str( i ),
                             args=[ onosSetName ],
                             kwargs={ "values": addValue } )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            # NOTE: This is the tuple
            containsResponses.append( t.result )

        containsResults = main.TRUE
        for i in range( numControllers ):
            if containsResponses[ i ] == main.ERROR:
                containsResults = main.FALSE
            else:
                containsResults = containsResults and\
                                  containsResponses[ i ][ 1 ]
        utilities.assert_equals( expect=main.TRUE,
                                 actual=containsResults,
                                 onpass="Set contains is functional",
                                 onfail="Set contains failed" )

        main.step( "Distributed Set containsAll()" )
        containsAllResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestGet,
                             name="setContainsAll-" + str( i ),
                             args=[ onosSetName ],
                             kwargs={ "values": addAllValue } )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            # NOTE: This is the tuple
            containsAllResponses.append( t.result )

        containsAllResults = main.TRUE
        for i in range( numControllers ):
            if containsResponses[ i ] == main.ERROR:
                containsResults = main.FALSE
            else:
                containsResults = containsResults and\
                                  containsResponses[ i ][ 1 ]
        utilities.assert_equals( expect=main.TRUE,
                                 actual=containsAllResults,
                                 onpass="Set containsAll is functional",
                                 onfail="Set containsAll failed" )

        main.step( "Distributed Set remove()" )
        onosSet.remove( addValue )
        removeResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestRemove,
                             name="setTestRemove-" + str( i ),
                             args=[ onosSetName, addValue ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            removeResponses.append( t.result )

        # main.TRUE = successfully changed the set
        # main.FALSE = action resulted in no change in set
        # main.ERROR - Some error in executing the function
        removeResults = main.TRUE
        for i in range( numControllers ):
            if removeResponses[ i ] == main.TRUE:
                # All is well
                pass
            elif removeResponses[ i ] == main.FALSE:
                # not in set, probably fine
                pass
            elif removeResponses[ i ] == main.ERROR:
                # Error in execution
                removeResults = main.FALSE
            else:
                # unexpected result
                removeResults = main.FALSE
        if removeResults != main.TRUE:
            main.log.error( "Error executing set remove" )

        # Check if set is still correct
        size = len( onosSet )
        getResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestGet,
                             name="setTestGet-" + str( i ),
                             args=[ onosSetName ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            getResponses.append( t.result )
        getResults = main.TRUE
        for i in range( numControllers ):
            if isinstance( getResponses[ i ], list):
                current = set( getResponses[ i ] )
                if len( current ) == len( getResponses[ i ] ):
                    # no repeats
                    if onosSet != current:
                        main.log.error( "ONOS" + str( i + 1 ) +
                                        " has incorrect view" +
                                        " of set " + onosSetName + ":\n" +
                                        str( getResponses[ i ] ) )
                        main.log.debug( "Expected: " + str( onosSet ) )
                        main.log.debug( "Actual: " + str( current ) )
                        getResults = main.FALSE
                else:
                    # error, set is not a set
                    main.log.error( "ONOS" + str( i + 1 ) +
                                    " has repeat elements in" +
                                    " set " + onosSetName + ":\n" +
                                    str( getResponses[ i ] ) )
                    getResults = main.FALSE
            elif getResponses[ i ] == main.ERROR:
                getResults = main.FALSE
        sizeResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestSize,
                             name="setTestSize-" + str( i ),
                             args=[ onosSetName ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            sizeResponses.append( t.result )
        sizeResults = main.TRUE
        for i in range( numControllers ):
            if size != sizeResponses[ i ]:
                sizeResults = main.FALSE
                main.log.error( "ONOS" + str( i + 1 ) +
                                " expected a size of " + str( size ) +
                                " for set " + onosSetName +
                                " but got " + str( sizeResponses[ i ] ) )
        removeResults = removeResults and getResults and sizeResults
        utilities.assert_equals( expect=main.TRUE,
                                 actual=removeResults,
                                 onpass="Set remove correct",
                                 onfail="Set remove was incorrect" )

        main.step( "Distributed Set removeAll()" )
        onosSet.difference_update( addAllValue.split() )
        removeAllResponses = []
        threads = []
        try:
            for i in range( numControllers ):
                t = main.Thread( target=CLIs[i].setTestRemove,
                                 name="setTestRemoveAll-" + str( i ),
                                 args=[ onosSetName, addAllValue ] )
                threads.append( t )
                t.start()
            for t in threads:
                t.join()
                removeAllResponses.append( t.result )
        except Exception, e:
            main.log.exception(e)

        # main.TRUE = successfully changed the set
        # main.FALSE = action resulted in no change in set
        # main.ERROR - Some error in executing the function
        removeAllResults = main.TRUE
        for i in range( numControllers ):
            if removeAllResponses[ i ] == main.TRUE:
                # All is well
                pass
            elif removeAllResponses[ i ] == main.FALSE:
                # not in set, probably fine
                pass
            elif removeAllResponses[ i ] == main.ERROR:
                # Error in execution
                removeAllResults = main.FALSE
            else:
                # unexpected result
                removeAllResults = main.FALSE
        if removeAllResults != main.TRUE:
            main.log.error( "Error executing set removeAll" )

        # Check if set is still correct
        size = len( onosSet )
        getResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestGet,
                             name="setTestGet-" + str( i ),
                             args=[ onosSetName ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            getResponses.append( t.result )
        getResults = main.TRUE
        for i in range( numControllers ):
            if isinstance( getResponses[ i ], list):
                current = set( getResponses[ i ] )
                if len( current ) == len( getResponses[ i ] ):
                    # no repeats
                    if onosSet != current:
                        main.log.error( "ONOS" + str( i + 1 ) +
                                        " has incorrect view" +
                                        " of set " + onosSetName + ":\n" +
                                        str( getResponses[ i ] ) )
                        main.log.debug( "Expected: " + str( onosSet ) )
                        main.log.debug( "Actual: " + str( current ) )
                        getResults = main.FALSE
                else:
                    # error, set is not a set
                    main.log.error( "ONOS" + str( i + 1 ) +
                                    " has repeat elements in" +
                                    " set " + onosSetName + ":\n" +
                                    str( getResponses[ i ] ) )
                    getResults = main.FALSE
            elif getResponses[ i ] == main.ERROR:
                getResults = main.FALSE
        sizeResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestSize,
                             name="setTestSize-" + str( i ),
                             args=[ onosSetName ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            sizeResponses.append( t.result )
        sizeResults = main.TRUE
        for i in range( numControllers ):
            if size != sizeResponses[ i ]:
                sizeResults = main.FALSE
                main.log.error( "ONOS" + str( i + 1 ) +
                                " expected a size of " + str( size ) +
                                " for set " + onosSetName +
                                " but got " + str( sizeResponses[ i ] ) )
        removeAllResults = removeAllResults and getResults and sizeResults
        utilities.assert_equals( expect=main.TRUE,
                                 actual=removeAllResults,
                                 onpass="Set removeAll correct",
                                 onfail="Set removeAll was incorrect" )

        main.step( "Distributed Set addAll()" )
        onosSet.update( addAllValue.split() )
        addResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestAdd,
                             name="setTestAddAll-" + str( i ),
                             args=[ onosSetName, addAllValue ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            addResponses.append( t.result )

        # main.TRUE = successfully changed the set
        # main.FALSE = action resulted in no change in set
        # main.ERROR - Some error in executing the function
        addAllResults = main.TRUE
        for i in range( numControllers ):
            if addResponses[ i ] == main.TRUE:
                # All is well
                pass
            elif addResponses[ i ] == main.FALSE:
                # Already in set, probably fine
                pass
            elif addResponses[ i ] == main.ERROR:
                # Error in execution
                addAllResults = main.FALSE
            else:
                # unexpected result
                addAllResults = main.FALSE
        if addAllResults != main.TRUE:
            main.log.error( "Error executing set addAll" )

        # Check if set is still correct
        size = len( onosSet )
        getResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestGet,
                             name="setTestGet-" + str( i ),
                             args=[ onosSetName ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            getResponses.append( t.result )
        getResults = main.TRUE
        for i in range( numControllers ):
            if isinstance( getResponses[ i ], list):
                current = set( getResponses[ i ] )
                if len( current ) == len( getResponses[ i ] ):
                    # no repeats
                    if onosSet != current:
                        main.log.error( "ONOS" + str( i + 1 ) +
                                        " has incorrect view" +
                                        " of set " + onosSetName + ":\n" +
                                        str( getResponses[ i ] ) )
                        main.log.debug( "Expected: " + str( onosSet ) )
                        main.log.debug( "Actual: " + str( current ) )
                        getResults = main.FALSE
                else:
                    # error, set is not a set
                    main.log.error( "ONOS" + str( i + 1 ) +
                                    " has repeat elements in" +
                                    " set " + onosSetName + ":\n" +
                                    str( getResponses[ i ] ) )
                    getResults = main.FALSE
            elif getResponses[ i ] == main.ERROR:
                getResults = main.FALSE
        sizeResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestSize,
                             name="setTestSize-" + str( i ),
                             args=[ onosSetName ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            sizeResponses.append( t.result )
        sizeResults = main.TRUE
        for i in range( numControllers ):
            if size != sizeResponses[ i ]:
                sizeResults = main.FALSE
                main.log.error( "ONOS" + str( i + 1 ) +
                                " expected a size of " + str( size ) +
                                " for set " + onosSetName +
                                " but got " + str( sizeResponses[ i ] ) )
        addAllResults = addAllResults and getResults and sizeResults
        utilities.assert_equals( expect=main.TRUE,
                                 actual=addAllResults,
                                 onpass="Set addAll correct",
                                 onfail="Set addAll was incorrect" )

        main.step( "Distributed Set clear()" )
        onosSet.clear()
        clearResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestRemove,
                             name="setTestClear-" + str( i ),
                             args=[ onosSetName, " "],  # Values doesn't matter
                             kwargs={ "clear": True } )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            clearResponses.append( t.result )

        # main.TRUE = successfully changed the set
        # main.FALSE = action resulted in no change in set
        # main.ERROR - Some error in executing the function
        clearResults = main.TRUE
        for i in range( numControllers ):
            if clearResponses[ i ] == main.TRUE:
                # All is well
                pass
            elif clearResponses[ i ] == main.FALSE:
                # Nothing set, probably fine
                pass
            elif clearResponses[ i ] == main.ERROR:
                # Error in execution
                clearResults = main.FALSE
            else:
                # unexpected result
                clearResults = main.FALSE
        if clearResults != main.TRUE:
            main.log.error( "Error executing set clear" )

        # Check if set is still correct
        size = len( onosSet )
        getResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestGet,
                             name="setTestGet-" + str( i ),
                             args=[ onosSetName ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            getResponses.append( t.result )
        getResults = main.TRUE
        for i in range( numControllers ):
            if isinstance( getResponses[ i ], list):
                current = set( getResponses[ i ] )
                if len( current ) == len( getResponses[ i ] ):
                    # no repeats
                    if onosSet != current:
                        main.log.error( "ONOS" + str( i + 1 ) +
                                        " has incorrect view" +
                                        " of set " + onosSetName + ":\n" +
                                        str( getResponses[ i ] ) )
                        main.log.debug( "Expected: " + str( onosSet ) )
                        main.log.debug( "Actual: " + str( current ) )
                        getResults = main.FALSE
                else:
                    # error, set is not a set
                    main.log.error( "ONOS" + str( i + 1 ) +
                                    " has repeat elements in" +
                                    " set " + onosSetName + ":\n" +
                                    str( getResponses[ i ] ) )
                    getResults = main.FALSE
            elif getResponses[ i ] == main.ERROR:
                getResults = main.FALSE
        sizeResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestSize,
                             name="setTestSize-" + str( i ),
                             args=[ onosSetName ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            sizeResponses.append( t.result )
        sizeResults = main.TRUE
        for i in range( numControllers ):
            if size != sizeResponses[ i ]:
                sizeResults = main.FALSE
                main.log.error( "ONOS" + str( i + 1 ) +
                                " expected a size of " + str( size ) +
                                " for set " + onosSetName +
                                " but got " + str( sizeResponses[ i ] ) )
        clearResults = clearResults and getResults and sizeResults
        utilities.assert_equals( expect=main.TRUE,
                                 actual=clearResults,
                                 onpass="Set clear correct",
                                 onfail="Set clear was incorrect" )

        main.step( "Distributed Set addAll()" )
        onosSet.update( addAllValue.split() )
        addResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestAdd,
                             name="setTestAddAll-" + str( i ),
                             args=[ onosSetName, addAllValue ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            addResponses.append( t.result )

        # main.TRUE = successfully changed the set
        # main.FALSE = action resulted in no change in set
        # main.ERROR - Some error in executing the function
        addAllResults = main.TRUE
        for i in range( numControllers ):
            if addResponses[ i ] == main.TRUE:
                # All is well
                pass
            elif addResponses[ i ] == main.FALSE:
                # Already in set, probably fine
                pass
            elif addResponses[ i ] == main.ERROR:
                # Error in execution
                addAllResults = main.FALSE
            else:
                # unexpected result
                addAllResults = main.FALSE
        if addAllResults != main.TRUE:
            main.log.error( "Error executing set addAll" )

        # Check if set is still correct
        size = len( onosSet )
        getResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestGet,
                             name="setTestGet-" + str( i ),
                             args=[ onosSetName ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            getResponses.append( t.result )
        getResults = main.TRUE
        for i in range( numControllers ):
            if isinstance( getResponses[ i ], list):
                current = set( getResponses[ i ] )
                if len( current ) == len( getResponses[ i ] ):
                    # no repeats
                    if onosSet != current:
                        main.log.error( "ONOS" + str( i + 1 ) +
                                        " has incorrect view" +
                                        " of set " + onosSetName + ":\n" +
                                        str( getResponses[ i ] ) )
                        main.log.debug( "Expected: " + str( onosSet ) )
                        main.log.debug( "Actual: " + str( current ) )
                        getResults = main.FALSE
                else:
                    # error, set is not a set
                    main.log.error( "ONOS" + str( i + 1 ) +
                                    " has repeat elements in" +
                                    " set " + onosSetName + ":\n" +
                                    str( getResponses[ i ] ) )
                    getResults = main.FALSE
            elif getResponses[ i ] == main.ERROR:
                getResults = main.FALSE
        sizeResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestSize,
                             name="setTestSize-" + str( i ),
                             args=[ onosSetName ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            sizeResponses.append( t.result )
        sizeResults = main.TRUE
        for i in range( numControllers ):
            if size != sizeResponses[ i ]:
                sizeResults = main.FALSE
                main.log.error( "ONOS" + str( i + 1 ) +
                                " expected a size of " + str( size ) +
                                " for set " + onosSetName +
                                " but got " + str( sizeResponses[ i ] ) )
        addAllResults = addAllResults and getResults and sizeResults
        utilities.assert_equals( expect=main.TRUE,
                                 actual=addAllResults,
                                 onpass="Set addAll correct",
                                 onfail="Set addAll was incorrect" )

        main.step( "Distributed Set retain()" )
        onosSet.intersection_update( retainValue.split() )
        retainResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestRemove,
                             name="setTestRetain-" + str( i ),
                             args=[ onosSetName, retainValue ],
                             kwargs={ "retain": True } )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            retainResponses.append( t.result )

        # main.TRUE = successfully changed the set
        # main.FALSE = action resulted in no change in set
        # main.ERROR - Some error in executing the function
        retainResults = main.TRUE
        for i in range( numControllers ):
            if retainResponses[ i ] == main.TRUE:
                # All is well
                pass
            elif retainResponses[ i ] == main.FALSE:
                # Already in set, probably fine
                pass
            elif retainResponses[ i ] == main.ERROR:
                # Error in execution
                retainResults = main.FALSE
            else:
                # unexpected result
                retainResults = main.FALSE
        if retainResults != main.TRUE:
            main.log.error( "Error executing set retain" )

        # Check if set is still correct
        size = len( onosSet )
        getResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestGet,
                             name="setTestGet-" + str( i ),
                             args=[ onosSetName ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            getResponses.append( t.result )
        getResults = main.TRUE
        for i in range( numControllers ):
            if isinstance( getResponses[ i ], list):
                current = set( getResponses[ i ] )
                if len( current ) == len( getResponses[ i ] ):
                    # no repeats
                    if onosSet != current:
                        main.log.error( "ONOS" + str( i + 1 ) +
                                        " has incorrect view" +
                                        " of set " + onosSetName + ":\n" +
                                        str( getResponses[ i ] ) )
                        main.log.debug( "Expected: " + str( onosSet ) )
                        main.log.debug( "Actual: " + str( current ) )
                        getResults = main.FALSE
                else:
                    # error, set is not a set
                    main.log.error( "ONOS" + str( i + 1 ) +
                                    " has repeat elements in" +
                                    " set " + onosSetName + ":\n" +
                                    str( getResponses[ i ] ) )
                    getResults = main.FALSE
            elif getResponses[ i ] == main.ERROR:
                getResults = main.FALSE
        sizeResponses = []
        threads = []
        for i in range( numControllers ):
            t = main.Thread( target=CLIs[i].setTestSize,
                             name="setTestSize-" + str( i ),
                             args=[ onosSetName ] )
            threads.append( t )
            t.start()
        for t in threads:
            t.join()
            sizeResponses.append( t.result )
        sizeResults = main.TRUE
        for i in range( numControllers ):
            if size != sizeResponses[ i ]:
                sizeResults = main.FALSE
                main.log.error( "ONOS" + str( i + 1 ) +
                                " expected a size of " +
                                str( size ) + " for set " + onosSetName +
                                " but got " + str( sizeResponses[ i ] ) )
        retainResults = retainResults and getResults and sizeResults
        utilities.assert_equals( expect=main.TRUE,
                                 actual=retainResults,
                                 onpass="Set retain correct",
                                 onfail="Set retain was incorrect" )