arouterd/arouterd.go

/*
 * Copyright 2018-present Open Networking Foundation

 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at

 * http://www.apache.org/licenses/LICENSE-2.0

 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

package main

import (
	//"os"
	"fmt"
	"time"
	"regexp"
	"errors"
	"strconv"
	//"io/ioutil"
	//"encoding/json"

	"k8s.io/client-go/rest"
	"google.golang.org/grpc"
	"golang.org/x/net/context"
	"k8s.io/client-go/kubernetes"
	"github.com/golang/protobuf/ptypes"
	//"k8s.io/apimachinery/pkg/api/errors"
	"github.com/opencord/voltha-go/common/log"
	kafka "github.com/opencord/voltha-go/kafka"
	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
	empty "github.com/golang/protobuf/ptypes/empty"
	vpb "github.com/opencord/voltha-go/protos/voltha"
	pb "github.com/opencord/voltha-go/protos/afrouter"
	ic "github.com/opencord/voltha-go/protos/inter_container"
)

type configConn struct {
	Server string `json:"Server"`
	Cluster string `json:"Cluster"`
	Backend string `json:"Backend"`
	connections map[string]connection
}

type connection struct {
	Name string `json:"Connection"`
	Addr string `json:"Addr"`
	Port uint64 `json:"Port"`
}

type rwPod struct {
	name string
	ipAddr string
	node string
	devIds map[string]struct{}
	backend string
	connection string
}

type podTrack struct {
		pod *rwPod
		dn bool
}

// Topic is affinityRouter
// port: 9092

func newKafkaClient(clientType string, host string, port int, instanceID string) (kafka.Client, error) {

	log.Infow("kafka-client-type", log.Fields{"client": clientType})
	switch clientType {
	case "sarama":
		return kafka.NewSaramaClient(
			kafka.Host(host),
			kafka.Port(port),
			kafka.ConsumerType(kafka.GroupCustomer),
			kafka.ProducerReturnOnErrors(true),
			kafka.ProducerReturnOnSuccess(true),
			kafka.ProducerMaxRetries(6),
			kafka.NumPartitions(3),
			kafka.ConsumerGroupName(instanceID),
			kafka.ConsumerGroupPrefix(instanceID),
			kafka.AutoCreateTopic(false),
			kafka.ProducerFlushFrequency(5),
			kafka.ProducerRetryBackoff(time.Millisecond*30)), nil
	}
	return nil, errors.New("unsupported-client-type")
}


func k8sClientSet() *kubernetes.Clientset {
	// creates the in-cluster config
	config, err := rest.InClusterConfig()
	if err != nil {
		panic(err.Error())
	}
	// creates the clientset
	clientset, err := kubernetes.NewForConfig(config)
	if err != nil {
		panic(err.Error())
	}

	return clientset
}


func connect(addr string) (*grpc.ClientConn, error) {
	for ctr :=0 ; ctr < 100; ctr++ {
		log.Debug("Trying to connect to %s", addr)
		conn, err := grpc.Dial(addr, grpc.WithInsecure())
		if err != nil {
			log.Debugf("Attempt to connect failed, retrying %v:", err)
		} else {
			log.Debugf("Connection succeeded")
			return conn,err
		}
		time.Sleep(10 * time.Second)
	}
	log.Debugf("Too many connection attempts, giving up!")
	return nil,errors.New("Timeout attempting to conect")
}

func getRwPods(cs *kubernetes.Clientset, coreFilter * regexp.Regexp) []*rwPod {
	var rtrn []*rwPod

	pods, err := cs.CoreV1().Pods("").List(metav1.ListOptions{})
	if err != nil {
		panic(err.Error())
	}
	log.Debugf("There are a total of %d pods in the cluster\n", len(pods.Items))

	for k,v := range pods.Items {
		if v.Namespace == "voltha" && coreFilter.MatchString(v.Name) {
			fmt.Printf("Namespace: %s, PodName: %s, PodIP: %s, Host: %s\n", v.Namespace, v.Name,
																	v.Status.PodIP, v.Spec.NodeName)
			//fmt.Printf("Pod %v,%v\n\n\n",k,v)
			_ = k
			// Add this pod to the core structure.
			rtrn = append(rtrn, &rwPod{name:v.Name,ipAddr:v.Status.PodIP,node:v.Spec.NodeName,
						  devIds:make(map[string]struct{}), backend:"", connection:""})
		}
	}
	return rtrn
}

func queryDevices(pods []*rwPod) {
	for pk,pv := range pods {
		// Open a connection to the pod
		// port 50057
		conn, err := connect(pv.ipAddr+":50057")
		if (err != nil) {
			log.Debugf("Could not query devices from %s, could not connect", pv.name)
			continue
		}
		client := vpb.NewVolthaServiceClient(conn)
		devs,err := client.ListDevices(context.Background(), &empty.Empty{})
		if err != nil {
			log.Error(err)
			conn.Close()
			continue
		}
		for _,dv := range devs.Items {
			pods[pk].devIds[dv.Id]=struct{}{}
		}
		conn.Close()
	}
}

func allEmpty(pods []*rwPod) bool {
	for k,_ := range pods {
		if len(pods[k].devIds) != 0 {
			return false
		}
	}
	return true
}

//func groupEmptyCores(pods []*rwPod) [][]*rwPod {
//	return [][]*rwPod{}
//}

//func groupPods(pods []*rwPod) [][]*rwPod {

//	if allEmpty(pods) == true {
//		return groupEmptyCores(pods)
//	} else {
//		return groupPopulatedCores(pods)
//	}
//}

func rmPod(pods []*rwPod, idx int) []*rwPod {
	return append(pods[:idx],pods[idx+1:]...)
}

func groupIntersectingPods1(pods []*rwPod, podCt int) ([][]*rwPod,[]*rwPod) {
	var rtrn [][]*rwPod
	var out []*rwPod

	for {
		if len(pods) == 0 {
			break
		}
		if len(pods[0].devIds) == 0 { // Ignore pods with no devices
			////log.Debugf("%s empty pod", pd[k].pod.name)
			out = append(out, pods[0])
			pods = rmPod(pods, 0)
			continue
		}
		// Start a pod group with this pod
		var grp []*rwPod
		grp = append(grp, pods[0])
		pods = rmPod(pods,0)
		//log.Debugf("Creating new group %s", pd[k].pod.name)
		// Find the peer pod based on device overlap
		// It's ok if one isn't found, an empty one will be used instead
		for k,_ := range pods {
			if len(pods[k].devIds) == 0 { // Skip pods with no devices
				//log.Debugf("%s empty pod", pd[k1].pod.name)
				continue
			}
			if intersect(grp[0].devIds, pods[k].devIds) == true {
				//log.Debugf("intersection found %s:%s", pd[k].pod.name, pd[k1].pod.name)
				if grp[0].node == pods[k].node {
					// This should never happen
					log.Errorf("pods %s and %s intersect and are on the same server!! Not pairing",
								grp[0].name, pods[k].name)
					continue
				}
				grp = append(grp, pods[k])
				pods = rmPod(pods, k)
				break

			}
		}
		rtrn = append(rtrn, grp)
		//log.Debugf("Added group %s", grp[0].name)
		// Check if the number of groups = half the pods, if so all groups are started.
		if len(rtrn) == podCt >> 1 {
			// Append any remaining pods to out
			out = append(out,pods[0:]...)
			break
		}
	}
	return rtrn,out
}

func groupIntersectingPods(pd []*podTrack) ([][]*rwPod,[]*podTrack) {
	var rtrn [][]*rwPod

	for k,_ := range pd {
		if pd[k].dn == true { // Already processed?
			//log.Debugf("%s already processed", pd[k].pod.name)
			continue
		}
		if len(pd[k].pod.devIds) == 0 { // Ignore pods with no devices
			////log.Debugf("%s empty pod", pd[k].pod.name)
			continue
		}
		// Start a pod group with this pod
		var grp []*rwPod
		grp = append(grp, pd[k].pod)
		pd[k].dn = true
		//log.Debugf("Creating new group %s", pd[k].pod.name)
		// Find the peer pod based on device overlap
		// It's ok if one isn't found, an empty one will be used instead
		for k1,_ := range pd {
			if pd[k1].dn == true { // Skip over eliminated pods
				//log.Debugf("%s eliminated pod", pd[k1].pod.name)
				continue
			}
			if len(pd[k1].pod.devIds) == 0 { // Skip pods with no devices
				//log.Debugf("%s empty pod", pd[k1].pod.name)
				continue
			}
			if intersect(pd[k].pod.devIds, pd[k1].pod.devIds) == true {
				//log.Debugf("intersection found %s:%s", pd[k].pod.name, pd[k1].pod.name)
				if pd[k].pod.node == pd[k1].pod.node {
					// This should never happen
					log.Errorf("pods %s and %s intersect and are on the same server!! Not pairing",
								pd[k].pod.name, pd[k1].pod.name)
					continue
				}
				pd[k1].dn = true
				grp = append(grp, pd[k1].pod)
				break
			}
		}
		rtrn = append(rtrn, grp)
		//log.Debugf("Added group %s", grp[0].name)
		// Check if the number of groups = half the pods, if so all groups are started.
		if len(rtrn) == len(pd) >> 1 {
			break
		}
	}
	return rtrn,pd
}

func unallocPodCount(pd []*podTrack) int {
	var rtrn int = 0
	for _,v := range pd {
		if v.dn == false {
			rtrn++
		}
	}
	return rtrn
}


func sameNode(pod *rwPod, grps [][]*rwPod) bool {
	for _,v := range grps {
		if v[0].node == pod.node {
			return true
		}
		if len(v) == 2 && v[1].node == pod.node {
			return true
		}
	}
	return false
}

func startRemainingGroups1(grps [][]*rwPod, pods []*rwPod, podCt int) ([][]*rwPod, []*rwPod) {
	var grp []*rwPod

	for k,_ := range pods {
		if sameNode(pods[k], grps) {
			continue
		}
		grp = []*rwPod{}
		grp = append(grp, pods[k])
		pods = rmPod(pods, k)
		grps = append(grps, grp)
		if len(grps) == podCt >> 1 {
			break
		}
	}
	return grps, pods
}

func startRemainingGroups(grps [][]*rwPod, pd []*podTrack) ([][]*rwPod, []*podTrack) {
	var grp []*rwPod

	for k,_ := range pd {
		if sameNode(pd[k].pod, grps) == true {
			continue
		}
		grp = append(grp, pd[k].pod)
		grps = append(grps, grp)
		pd[k].dn = true
		if len(grps) == len(pd) >> 1 {
			break
		}
	}
	return grps, pd
}

func hasSingleSecondNode(grp []*rwPod) bool {
	var srvrs map[string]struct{} = make(map[string]struct{})
	for k,_ := range grp {
		if k == 0 {
			continue // Ignore the first item
		}
		srvrs[grp[k].node] = struct{}{}
	}
	if len(srvrs) == 1 {
		return true
	}
	return false
}

func addNode(grps [][]*rwPod, idx *rwPod, item *rwPod) [][]*rwPod {
	for k,_ := range grps {
		if grps[k][0].name == idx.name {
			grps[k] = append(grps[k], item)
			return grps
		}
	}
	// TODO: Error checking required here.
	return grps
}

func removeNode(grps [][]*rwPod, item *rwPod) [][]*rwPod {
	for k,_ := range grps {
		for k1,_ := range grps[k] {
			if grps[k][k1].name == item.name {
				grps[k] = append(grps[k][:k1],grps[k][k1+1:]...)
				break
			}
		}
	}
	return grps
}

func groupRemainingPods1(grps [][]*rwPod, pods []*rwPod) [][]*rwPod {
	var lgrps [][]*rwPod
	// All groups must be started when this function is called.
	// Copy incomplete groups
	for k,_ := range grps {
		if len(grps[k]) != 2 {
			lgrps = append(lgrps, grps[k])
		}
	}

	// Add all pairing candidates to each started group.
	for k,_ := range pods {
		for k2,_ := range lgrps {
			if lgrps[k2][0].node != pods[k].node {
				lgrps[k2] = append(lgrps[k2], pods[k])
			}
		}
	}

	//TODO: If any member of lgrps doesn't have at least 2
	// nodes something is wrong. Check for that here

	for {
		for { // Address groups with only a single server choice
			var ssn bool = false

			for k,_ := range lgrps {
				// Now if any of the groups only have a single
				// node as the choice for the second member
				// address that one first.
				if hasSingleSecondNode(lgrps[k]) == true {
					ssn =  true
					// Add this pairing to the groups
					grps = addNode(grps, lgrps[k][0], lgrps[k][1])
					// Since this node is now used, remove it from all
					// remaining tenative groups
					lgrps = removeNode(lgrps, lgrps[k][1])
					// Now remove this group completely since
					// it's been addressed
					lgrps  = append(lgrps[:k],lgrps[k+1:]...)
					break
				}
			}
			if ssn == false {
				break
			}
		}
		// Now adress one of the remaining groups
		if len(lgrps) == 0 {
			break // Nothing left to do, exit the loop
		}
		grps = addNode(grps, lgrps[0][0], lgrps[0][1])
		lgrps = removeNode(lgrps, lgrps[0][1])
		lgrps  = append(lgrps[:0],lgrps[1:]...)
	}
	return grps
}

func groupRemainingPods(grps [][]*rwPod, pd []*podTrack) [][]*rwPod{
	var lgrps [][]*rwPod
	// All groups must be started when this function is called.
	// Copy incomplete groups
	for k,_ := range grps {
		if len(grps[k]) != 2 {
			lgrps = append(lgrps, grps[k])
		}
	}

	// Add all pairing candidates to each started group.
	for k,_ := range pd {
		if pd[k].dn == true {
			continue
		}
		for k2,_ := range lgrps {
			if lgrps[k2][0].node != pd[k].pod.node {
				lgrps[k2] = append(lgrps[k2], pd[k].pod)
			}
		}
	}

	//TODO: If any member of lgrps doesn't have at least 2
	// nodes something is wrong. Check for that here

	for {
		for { // Address groups with only a single server choice
			var ssn bool = false

			for k,_ := range lgrps {
				// Now if any of the groups only have a single
				// node as the choice for the second member
				// address that one first.
				if hasSingleSecondNode(lgrps[k]) == true {
					ssn =  true
					// Add this pairing to the groups
					grps = addNode(grps, lgrps[k][0], lgrps[k][1])
					// Since this node is now used, remove it from all
					// remaining tenative groups
					lgrps = removeNode(lgrps, lgrps[k][1])
					// Now remove this group completely since
					// it's been addressed
					lgrps  = append(lgrps[:k],lgrps[k+1:]...)
					break
				}
			}
			if ssn == false {
				break
			}
		}
		// Now adress one of the remaining groups
		if len(lgrps) == 0 {
			break // Nothing left to do, exit the loop
		}
		grps = addNode(grps, lgrps[0][0], lgrps[0][1])
		lgrps = removeNode(lgrps, lgrps[0][1])
		lgrps  = append(lgrps[:0],lgrps[1:]...)
	}
	return grps
}

func groupPods1(pods []*rwPod) [][]*rwPod {
	var rtrn [][]*rwPod
	var podCt int = len(pods)

	rtrn,pods = groupIntersectingPods1(pods, podCt)
	// There are several outcomes here 
	// 1) All pods have been paired and we're done
	// 2) Some un-allocated pods remain
	// 2.a) All groups have been started
	// 2.b) Not all groups have been started
	if len(pods) == 0 {
		return rtrn
	} else if len(rtrn) == podCt >> 1 { // All groupings started
		// Allocate the remaining (presumably empty) pods to the started groups
		return groupRemainingPods1(rtrn, pods)
	} else { // Some groupings started
		// Start empty groups with remaining pods
		// each grouping is on a different server then
		// allocate remaining pods.
		rtrn, pods = startRemainingGroups1(rtrn, pods, podCt)
		return groupRemainingPods1(rtrn, pods)
	}
}

func groupPods(pods []*rwPod) [][]*rwPod {
	var rtrn [][]*rwPod
	var pd []*podTrack

	// Tracking of the grouping process
	for k,_ := range pods {
		pd = append(pd, &podTrack{pods[k],false})
	}


	rtrn,pd = groupIntersectingPods(pd)
	// There are several outcomes here 
	// 1) All pods have been paired and we're done
	// 2) Some un-allocated pods remain
	// 2.a) All groups have been started
	// 2.b) Not all groups have been started
	if unallocPodCount(pd) == 0 {
		return rtrn
	} else if len(rtrn) == len(pd) >> 1 { // All groupings started
		// Allocate the remaining (presumably empty) pods to the started groups
		return groupRemainingPods(rtrn, pd)
	} else { // Some groupings started
		// Start empty groups with remaining pods
		// each grouping is on a different server then
		// allocate remaining pods.
		rtrn, pd = startRemainingGroups(rtrn, pd)
		return groupRemainingPods(rtrn, pd)
	}


	// Establish groupings of non-empty pods that have overlapping devices.
	for k,_ := range pd {
		if pd[k].dn == true { // Already processed?
			//log.Debugf("%s already processed", pd[k].pod.name)
			continue
		}
		if len(pd[k].pod.devIds) == 0 { // Ignore pods with no devices
			////log.Debugf("%s empty pod", pd[k].pod.name)
			continue
		}
		// Start a pod group with this pod
		var grp []*rwPod
		grp = append(grp, pd[k].pod)
		pd[k].dn = true
		//log.Debugf("Creating new group %s", pd[k].pod.name)
		// Find the peer pod based on device overlap
		// It's ok if one isn't found, an empty one will be used instead
		for k1,_ := range pd {
			if pd[k1].dn == true { // Skip over eliminated pods
				//log.Debugf("%s eliminated pod", pd[k1].pod.name)
				continue
			}
			if len(pd[k1].pod.devIds) == 0 { // Skip pods with no devices
				//log.Debugf("%s empty pod", pd[k1].pod.name)
				continue
			}
			if intersect(pd[k].pod.devIds, pd[k1].pod.devIds) == true {
				//log.Debugf("intersection found %s:%s", pd[k].pod.name, pd[k1].pod.name)
				pd[k1].dn = true
				grp = append(grp, pd[k1].pod)
				break
			}
		}
		rtrn = append(rtrn, grp)
		//log.Debugf("Added group %s", grp[0].name)
	}
	// Now find any grouping without 2 members and assign one of the 
	// pods with no devices and on a different server to it.
	// If there are no pods with no devices left before all
	// groups are filled report an exception but leave one of the
	// groups with only one pod.
	for k,_ := range rtrn {
		if len(rtrn[k]) < 2 {
			for k2,_ := range pd {
				if pd[k2].dn == true {
					continue
				}
				// There should be only empty pods here
				if len(pd[k2].pod.devIds) != 0 {
					log.Error("Non empty pod found where empty pod was expected")
					continue
				}
				if pd[k2].pod.node == rtrn[k][0].node {
					//log.Error("Pods aren't on different servers, continuing")
					continue
				}
				// Add this empty and unused pod to the group
				//log.Debugf("Adding empty pod %s", pd[k2].pod.name)
				rtrn[k] = append(rtrn[k], pd[k2].pod)
				pd[k2].dn = true
				break
			}
		}
	}
	return rtrn
}

func intersect(d1 map[string]struct{}, d2 map[string]struct{}) bool {
	for k,_ := range d1 {
		if _,ok := d2[k]; ok == true {
			return true
		}
	}
	return false
}

func setConnection(client pb.ConfigurationClient, backend string, connection string, addr string, port uint64) {
	log.Debugf("Configuring backend %s : connection %s\n\n", backend, connection)
	cnf := &pb.Conn{Server:"grpc_command",Cluster:"vcore",Backend:backend,
					Connection:connection,Addr:addr,
					Port:port}
	if res, err := client.SetConnection(context.Background(), cnf); err != nil {
		log.Debugf("failed SetConnection RPC call: %s", err)
	} else {
		log.Debugf("Result: %v", res)
	}
}

func setAffinity(client pb.ConfigurationClient, ids map[string]struct{}, backend string) {
	log.Debugf("Configuring backend %s : affinities \n", backend)
	aff := &pb.Affinity{Router:"vcore",Route:"dev_manager",Cluster:"vcore",Backend:backend}
	for k,_ := range ids {
		log.Debugf("Setting affinity for id %s", k)
		aff.Id = k
		if res, err := client.SetAffinity(context.Background(), aff); err != nil {
			log.Debugf("failed affinity RPC call: %s", err)
		} else {
			log.Debugf("Result: %v", res)
		}
	}
}

func monitorDiscovery(client pb.ConfigurationClient,
						ch <-chan *ic.InterContainerMessage) {
	select {
	case msg := <-ch:
		log.Debugf("Received a device discovery notification")
		_ = msg
		requestBody := &ic.InterContainerRequestBody{}
		if err := ptypes.UnmarshalAny(msg.Body, requestBody); err != nil {
			log.Errorf("Could not unmarshal received notification %v", msg)
		} else {
			// Do something with the message here
		}
		break
	}
}

func startDiscoveryMonitor(client pb.ConfigurationClient) error {
	var ch <-chan *ic.InterContainerMessage
	// Connect to kafka for discovery events
	topic := &kafka.Topic{Name: "AffinityRouter"}
	kc,err := newKafkaClient("sarama", "kafka", 9092, "arouterd")
	kc.Start()

	if ch, err = kc.Subscribe(topic); err != nil {
		log.Error("Could not subscribe to the 'AffinityRouter' channel, discovery disabled")
		return err
	}
	go monitorDiscovery(client, ch)
	return nil
}

func startCoreMonitor(client pb.ConfigurationClient,
					clientset *kubernetes.Clientset,
					coreFltr *regexp.Regexp,
					coreGroups [][]*rwPod) error {
	// Now that initial allocation has been completed, monitor the pods
	// for IP changes
	// The main loop needs to do the following:
	// 1) Periodically query the pods and filter out
	//    the vcore ones
	// 2) Validate that the pods running are the same
	//    as the previous check
	// 3) Validate that the IP addresses are the same
	//    as the last check.
	// If the pod name(s) ha(s/ve) changed then remove
	// the unused pod names and add in the new pod names
	// maintaining the cluster/backend information.
	// If an IP address has changed (which shouldn't
	// happen unless a pod is re-started) it should get
	// caught by the pod name change.
	for {
		time.Sleep(10 * time.Second) // Wait a while
		// Get the rw core list from k8s
		rwPods := getRwPods(clientset, coreFltr)
		// If we didn't get 2n+1 pods then wait since
		// something is down and will hopefully come
		// back up at some point.
		// TODO: remove the 6 pod hardcoding
		if len(rwPods) != 6 {
			continue
		}
		// We have all pods, check if any IP addresses
		// have changed.
		for _,v := range rwPods {
			//if hasIpAddr(coreGroups, v.ipAddr) == false {
				//log.Debug("Address has changed...")
				//applyAddrDiffs(coreGroups, rwPods)
			//}
			_ = v
		}
	}

}

func main() {
	// This is currently hard coded to a cluster with 3 servers
	//var connections map[string]configConn = make(map[string]configConn)
	//var rwCorePodsPrev map[string]rwPod = make(map[string]rwPod)
	var rwCoreNodesPrev map[string][]rwPod = make(map[string][]rwPod)
	var firstTime bool = true
	var err error
	var conn *grpc.ClientConn


	// Set up the regular expression to identify the voltha cores
	coreFltr := regexp.MustCompile(`rw-core[0-9]-`)

	// Set up logging
	if _, err := log.SetDefaultLogger(log.JSON, 0, nil); err != nil {
		log.With(log.Fields{"error": err}).Fatal("Cannot setup logging")
	}

	// Set up kubernetes api
	clientset := k8sClientSet()

	// Connect to the affinity router and set up the client
	conn, err = connect("localhost:55554") // This is a sidecar container so communicating over localhost
	if err != nil {
		panic(err.Error())
	}
	client := pb.NewConfigurationClient(conn)

	// Get the voltha rw-core podes
	rwPods := getRwPods(clientset, coreFltr)

	// Fetch the devices held by each running core
	queryDevices(rwPods)

	// For debugging... comment out l8r
	for _,v := range rwPods {
		log.Debugf("Pod list %v", *v)
	}

	coreGroups := groupPods1(rwPods)


	// Assign the groupings to the the backends and connections
	for k,_ := range coreGroups {
		for k1,_ := range coreGroups[k] {
			coreGroups[k][k1].backend = "vcore"+strconv.Itoa(k+1)
			coreGroups[k][k1].connection = "vcore"+strconv.Itoa(k+1)+strconv.Itoa(k1+1)
		}
	}
	log.Debug("Core gouping completed")

	// TODO: Debugging code, comment out for production
	for k,v := range coreGroups {
		for k2,v2 := range v {
			log.Debugf("Core group %d,%d: %v", k, k2, v2)
		}
	}
	log.Debug("Setting affinities")
	// Now set the affinities for exising devices in the cores
	for _,v := range coreGroups {
		setAffinity(client, v[0].devIds, v[0].backend)
		setAffinity(client, v[1].devIds, v[1].backend)
	}
	log.Debug("Setting connections")
	// Configure the backeds based on the calculated core groups
	for _,v := range coreGroups {
		setConnection(client, v[0].backend, v[0].connection, v[0].ipAddr, 50057)
		setConnection(client, v[1].backend, v[1].connection, v[1].ipAddr, 50057)
	}

	log.Debug("Starting discovery monitoring")
	startDiscoveryMonitor(client)

	log.Debugf("Starting core monitoring")
	startCoreMonitor(client, clientset, coreFltr, coreGroups) // Never returns
	return


	// The main loop needs to do the following:
	// 1) Periodically query the pods and filter out
	//    the vcore ones
	// 2) Validate that the pods running are the same
	//    as the previous check
	// 3) Validate that the IP addresses are the same
	//    as the last check.
	// If the pod name(s) ha(s/ve) changed then remove
	// the unused pod names and add in the new pod names
	// maintaining the cluster/backend information.
	// If an IP address has changed (which shouldn't
	// happen unless a pod is re-started) it should get
	// caught by the pod name change.
	for {
		var rwCorePods map[string]rwPod = make(map[string]rwPod)
		var rwCoreNodes map[string][]rwPod = make(map[string][]rwPod)
		pods, err := clientset.CoreV1().Pods("").List(metav1.ListOptions{})
		if err != nil {
			panic(err.Error())
		}
		log.Debugf("There are %d pods in the cluster\n", len(pods.Items))

		/*
		for k,v := range pods.Items {
			if v.Namespace == "voltha" && coreFltr.MatchString(v.Name) {
				fmt.Printf("Namespace: %s, PodName: %s, PodIP: %s, Host: %s\n", v.Namespace, v.Name,
																		v.Status.PodIP, v.Spec.NodeName)
				//fmt.Printf("Pod %v,%v\n\n\n",k,v)
				_ = k
				// Add this pod to the core structure.
				if firstTime == true {
					rwCorePodsPrev[v.Name] = rwPod{name:v.Name,node:v.Spec.NodeName}
					rwCoreNodesPrev[v.Spec.NodeName] =
							append(rwCoreNodesPrev[v.Spec.NodeName], rwPod{name:v.Name,node:v.Spec.NodeName})
				}
				rwCorePods[v.Name] = rwPod{v.Name,v.Status.PodIP,v.Spec.NodeName, "", ""}
				rwCoreNodes[v.Spec.NodeName] =
							append(rwCoreNodes[v.Spec.NodeName], rwPod{v.Name,v.Status.PodIP,v.Spec.NodeName,"",""})
			}
		}
		*/

		if len(rwCorePods) != 6 {
			continue
		}

		//fmt.Printf("Pod map: %v\n", rwCorePods)
		//fmt.Printf("Pod map2: %v\n", rwCoreNodes)

		// Examples for error handling:
		// - Use helper functions like e.g. errors.IsNotFound()
		// - And/or cast to StatusError and use its properties like e.g. ErrStatus.Message
		/*
		_, err = clientset.CoreV1().Pods("default").Get("example-xxxxx", metav1.GetOptions{})
		if errors.IsNotFound(err) {
			fmt.Printf("Pod not found\n")
		} else if statusError, isStatus := err.(*errors.StatusError); isStatus {
			fmt.Printf("Error getting pod %v\n", statusError.ErrStatus.Message)
		} else if err != nil {
			panic(err.Error())
		} else {
			fmt.Printf("Found pod\n")
		}
		*/
		// Set the association to backends and connections only once.
		// TODO: This needs to be reworked for when a pod crashes
		// and it's name changes.
		if firstTime == true {
			be := 1
			for k,_ := range rwCoreNodesPrev { // Each node has 2 cores running on it
				// Use a pretty dumb distribution algorithm.
				log.Debugf("Processing core node %s:%d\n", k,be)
				rwCoreNodesPrev[k][0].backend = "vcore"+strconv.Itoa(be)
				rwCoreNodesPrev[k][0].connection = "vcore"+strconv.Itoa(be)+strconv.Itoa(1)
				rwCoreNodesPrev[k][1].backend = "vcore"+strconv.Itoa(be%3+1)
				rwCoreNodesPrev[k][1].connection = "vcore"+strconv.Itoa(be%3+1)+strconv.Itoa(2)
				be++
			}
		}

		log.Debugf("Backend Allocation: %v",rwCoreNodesPrev)
		// Compare the current node IPs with the previous node IPs and if they differ
		// then set the new one and send the command to configure the router with the
		// new backend connection.
		for k,v := range rwCoreNodesPrev {
			if rwCoreNodes[k][0].ipAddr != rwCoreNodesPrev[k][0].ipAddr {
				log.Debugf("Configuring backend %s : connection %s\n\n", v[0].backend, v[0].connection)
				cnf := &pb.Conn{Server:"grpc_command",Cluster:"vcore",Backend:rwCoreNodesPrev[k][0].backend,
								Connection:rwCoreNodesPrev[k][0].connection,Addr:rwCoreNodes[k][0].ipAddr,
								Port:50057}
				if res, err := client.SetConnection(context.Background(), cnf); err != nil {
					log.Debugf("failed SetConnection RPC call: %s", err)
				} else {
					log.Debugf("Result: %v", res)
					rwCoreNodesPrev[k][0].ipAddr = rwCoreNodes[k][0].ipAddr
				}
			}
			if rwCoreNodes[k][1].ipAddr != rwCoreNodesPrev[k][1].ipAddr {
				log.Debugf("Configuring backend %s : connection %s\n\n", v[1].backend, v[1].connection)
				cnf := &pb.Conn{Server:"grpc_command",Cluster:"vcore",Backend:rwCoreNodesPrev[k][1].backend,
								Connection:rwCoreNodesPrev[k][1].connection,Addr:rwCoreNodes[k][1].ipAddr,
								Port:50057}
				if res, err := client.SetConnection(context.Background(), cnf); err != nil {
					log.Debugf("failed SetConnection RPC call: %s", err)
				} else {
					log.Debugf("Result: %v", res)
					rwCoreNodesPrev[k][1].ipAddr = rwCoreNodes[k][1].ipAddr
				}
			}
		}


		fmt.Printf("The structure for setting the connections is: %v\n", rwCoreNodesPrev)
		firstTime = false

		// Now make the API calls 
		time.Sleep(10 * time.Second)
	}
	conn.Close()

}