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package main
import (
"context"
"errors"
"fmt"
"math"
"sort"
"strconv"
"time"
internalInstance "github.com/lxc/incus/v6/internal/instance"
"github.com/lxc/incus/v6/internal/server/cluster"
"github.com/lxc/incus/v6/internal/server/db"
dbCluster "github.com/lxc/incus/v6/internal/server/db/cluster"
"github.com/lxc/incus/v6/internal/server/instance"
"github.com/lxc/incus/v6/internal/server/instance/instancetype"
"github.com/lxc/incus/v6/internal/server/project"
"github.com/lxc/incus/v6/internal/server/state"
"github.com/lxc/incus/v6/internal/server/task"
"github.com/lxc/incus/v6/shared/api"
"github.com/lxc/incus/v6/shared/logger"
)
// ServerScore represents server score taken into account during load balancing.
type ServerScore struct {
NodeInfo db.NodeInfo
Resources *api.Resources
Score uint8
}
// ServerUsage represents current server load.
type ServerUsage struct {
MemoryUsage uint64
MemoryTotal uint64
CPUUsage float64
CPUTotal uint64
}
// sortAndGroupByArch sorts servers by its score and groups them by cpu architecture.
func sortAndGroupByArch(servers []*ServerScore) map[string][]*ServerScore {
sort.Slice(servers, func(i, j int) bool {
return servers[i].Score > servers[j].Score
})
result := make(map[string][]*ServerScore)
for _, s := range servers {
arch := s.Resources.CPU.Architecture
_, ok := result[arch]
if !ok {
result[arch] = []*ServerScore{}
}
result[arch] = append(result[arch], s)
}
return result
}
// calculateScore calculates score for single server.
func calculateScore(su *ServerUsage, au *ServerUsage) uint8 {
memoryUsage := su.MemoryUsage
memoryTotal := su.MemoryTotal
cpuUsage := su.CPUUsage
cpuTotal := su.CPUTotal
if au != nil {
memoryUsage += au.MemoryUsage
memoryTotal += au.MemoryTotal
cpuUsage += au.CPUUsage
cpuTotal += au.CPUTotal
}
memoryScore := uint8(float64(memoryUsage) * 100 / float64(memoryTotal))
cpuScore := uint8((cpuUsage * 100) / float64(cpuTotal))
return (memoryScore + cpuScore) / 2
}
// calculateServersScore calculates score based on memory and CPU usage for servers in cluster.
func calculateServersScore(s *state.State, members []db.NodeInfo) (map[string][]*ServerScore, error) {
scores := []*ServerScore{}
for _, member := range members {
clusterMember, err := cluster.Connect(member.Address, s.Endpoints.NetworkCert(), s.ServerCert(), nil, true)
if err != nil {
return nil, fmt.Errorf("Failed to connect to cluster member: %w", err)
}
res, err := clusterMember.GetServerResources()
if err != nil {
return nil, fmt.Errorf("Failed to get resources for cluster member: %w", err)
}
su := &ServerUsage{
MemoryUsage: res.Memory.Used,
MemoryTotal: res.Memory.Total,
CPUUsage: res.Load.Average1Min,
CPUTotal: res.CPU.Total,
}
serverScore := calculateScore(su, nil)
scores = append(scores, &ServerScore{NodeInfo: member, Resources: res, Score: serverScore})
}
return sortAndGroupByArch(scores), nil
}
// clusterRebalanceServers is responsible for instances migration from most to less busy server.
func clusterRebalanceServers(ctx context.Context, s *state.State, srcServer *ServerScore, dstServer *ServerScore, maxToMigrate int64) (int64, error) {
numOfMigrated := int64(0)
// Keep track of project restrictions.
projectStatuses := map[string]bool{}
// Get a list of migratable instances.
var dbInstances []dbCluster.Instance
err := s.DB.Cluster.Transaction(ctx, func(ctx context.Context, tx *db.ClusterTx) error {
var err error
// Get the instance list.
instType := instancetype.VM
dbInstances, err = dbCluster.GetInstances(ctx, tx.Tx(), dbCluster.InstanceFilter{Node: &srcServer.NodeInfo.Name, Type: &instType})
if err != nil {
return fmt.Errorf("Failed to get instances: %w", err)
}
// Check project restrictions.
for _, dbInst := range dbInstances {
_, ok := projectStatuses[dbInst.Project]
if ok {
continue
}
dbProject, err := dbCluster.GetProject(ctx, tx.Tx(), dbInst.Project)
if err != nil {
return fmt.Errorf("Failed to get project: %w", err)
}
apiProject, err := dbProject.ToAPI(ctx, tx.Tx())
if err != nil {
return fmt.Errorf("Failed to load project: %w", err)
}
_, _, err = project.CheckTarget(ctx, s.Authorizer, nil, tx, apiProject, dstServer.NodeInfo.Name, []db.NodeInfo{dstServer.NodeInfo})
projectStatuses[dbInst.Project] = err == nil
}
return nil
})
if err != nil {
return -1, fmt.Errorf("Failed to get instances: %w", err)
}
// Filter for instances that can be live migrated to the new target.
var instances []instance.Instance
for _, dbInst := range dbInstances {
if !projectStatuses[dbInst.Project] {
// Project restrictions prevent moving to that target.
continue
}
inst, err := instance.LoadByProjectAndName(s, dbInst.Project, dbInst.Name)
if err != nil {
return -1, fmt.Errorf("Failed to load instance: %w", err)
}
// Do not allow to migrate instance which doesn't support live migration.
if inst.CanMigrate() != "live-migrate" {
continue
}
// Check if instance is ready for next migration.
lastMove := inst.LocalConfig()["volatile.rebalance.last_move"]
cooldown := s.GlobalConfig.ClusterRebalanceCooldown()
if lastMove != "" {
v, err := strconv.ParseInt(lastMove, 10, 64)
if err != nil {
return -1, fmt.Errorf("Failed to parse last_move value: %w", err)
}
expiry, err := internalInstance.GetExpiry(time.Unix(v, 0), cooldown)
if err != nil {
return -1, fmt.Errorf("Failed to calculate expiration for cooldown time: %w", err)
}
if time.Now().Before(expiry) {
continue
}
}
instances = append(instances, inst)
}
// Calculate current and target scores.
targetScore := (srcServer.Score + dstServer.Score) / 2
currentScore := dstServer.Score
targetServerUsage := &ServerUsage{
MemoryUsage: dstServer.Resources.Memory.Used,
MemoryTotal: dstServer.Resources.Memory.Total,
CPUUsage: dstServer.Resources.Load.Average1Min,
CPUTotal: dstServer.Resources.CPU.Total,
}
// Prepare the API client.
srcNode, err := cluster.Connect(srcServer.NodeInfo.Address, s.Endpoints.NetworkCert(), s.ServerCert(), nil, true)
if err != nil {
return -1, fmt.Errorf("Failed to connect to cluster member: %w", err)
}
srcNode = srcNode.UseTarget(dstServer.NodeInfo.Name)
for _, inst := range instances {
if numOfMigrated >= maxToMigrate {
// We're done moving instances for now.
return numOfMigrated, nil
}
if currentScore >= targetScore {
// We've balanced the load.
return numOfMigrated, nil
}
// Calculate resource consumption.
cpuUsage, memUsage, _, err := instance.ResourceUsage(inst.ExpandedConfig(), inst.ExpandedDevices().CloneNative(), api.InstanceType(inst.Type().String()))
if err != nil {
return -1, fmt.Errorf("Failed to establish instance resource usage: %w", err)
}
// Calculate impact of migration.
additionalUsage := &ServerUsage{
MemoryUsage: uint64(cpuUsage),
CPUUsage: float64(memUsage),
}
expectedScore := calculateScore(targetServerUsage, additionalUsage)
if expectedScore >= targetScore {
// Skip the instance as it would have too big an impact.
continue
}
// Prepare for live migration.
req := api.InstancePost{
Migration: true,
Live: true,
}
migrationOp, err := srcNode.MigrateInstance(inst.Name(), req)
if err != nil {
return -1, fmt.Errorf("Migration API failure: %w", err)
}
err = migrationOp.Wait()
if err != nil {
return -1, fmt.Errorf("Failed to wait for migration to finish: %w", err)
}
// Record the migration in the instance volatile storage.
err = inst.VolatileSet(map[string]string{"volatile.rebalance.last_move": strconv.FormatInt(time.Now().Unix(), 10)})
if err != nil {
return -1, err
}
// Update counters and scores.
numOfMigrated += 1
currentScore = expectedScore
targetServerUsage.MemoryUsage += additionalUsage.MemoryUsage
targetServerUsage.CPUUsage += additionalUsage.CPUUsage
}
return numOfMigrated, nil
}
// clusterRebalance performs cluster re-balancing.
func clusterRebalance(ctx context.Context, s *state.State, servers map[string][]*ServerScore) error {
rebalanceThreshold := s.GlobalConfig.ClusterRebalanceThreshold()
rebalanceBatch := s.GlobalConfig.ClusterRebalanceBatch()
numOfMigrated := int64(0)
for archName, v := range servers {
if numOfMigrated >= rebalanceBatch {
// Maximum number of instances already migrated in this run.
continue
}
if len(v) < 2 {
// Skip if there isn't at least 2 servers with specific arch.
continue
}
if v[0].Score == 0 {
// Don't migrate anything if most loaded isn't loaded.
continue
}
leastBusyIndex := len(v) - 1
percentageChange := int64(float64(v[0].Score-v[leastBusyIndex].Score) / float64(v[0].Score) * 100)
logger.Debug("Automatic re-balancing", logger.Ctx{"Architecture": archName, "LeastBusy": v[leastBusyIndex].NodeInfo.Name, "LeastBusyScore": v[leastBusyIndex].Score, "MostBusy": v[0].NodeInfo.Name, "MostBusyScore": v[0].Score, "Difference": fmt.Sprintf("%d%%", percentageChange), "Threshold": fmt.Sprintf("%d%%", rebalanceThreshold)})
if percentageChange < rebalanceThreshold {
continue // Skip as threshold condition is not met.
}
n, err := clusterRebalanceServers(ctx, s, v[0], v[leastBusyIndex], rebalanceBatch-numOfMigrated)
if err != nil {
return fmt.Errorf("Failed to rebalance cluster: %w", err)
}
numOfMigrated += n
}
return nil
}
func autoRebalanceCluster(ctx context.Context, d *Daemon) error {
s := d.State()
// Confirm we should run the rebalance.
leader, err := s.Cluster.LeaderAddress()
if err != nil {
if errors.Is(err, cluster.ErrNodeIsNotClustered) {
// Not clustered.
return nil
}
return fmt.Errorf("Failed to get leader cluster member address: %w", err)
}
if s.LocalConfig.ClusterAddress() != leader {
// Not the leader.
return nil
}
// Get all online members
var onlineMembers []db.NodeInfo
err = s.DB.Cluster.Transaction(ctx, func(ctx context.Context, tx *db.ClusterTx) error {
members, err := tx.GetNodes(ctx)
if err != nil {
return fmt.Errorf("Failed getting cluster members: %w", err)
}
onlineMembers, err = tx.GetCandidateMembers(ctx, members, nil, "", nil, s.GlobalConfig.OfflineThreshold())
if err != nil {
return fmt.Errorf("Failed getting online cluster members: %w", err)
}
return nil
})
if err != nil {
return fmt.Errorf("Failed getting cluster members: %w", err)
}
servers, err := calculateServersScore(s, onlineMembers)
if err != nil {
return fmt.Errorf("Failed calculating servers score: %w", err)
}
err = clusterRebalance(ctx, s, servers)
if err != nil {
return fmt.Errorf("Failed rebalancing cluster: %w", err)
}
return nil
}
func autoRebalanceClusterTask(d *Daemon) (task.Func, task.Schedule) {
f := func(ctx context.Context) {
s := d.State()
// Check that we should run now.
interval := s.GlobalConfig.ClusterRebalanceInterval()
if interval <= 0 {
// Re-balance is disabled.
return
}
now := time.Now()
elapsed := int64(math.Round(now.Sub(s.StartTime).Minutes()))
if elapsed%interval != 0 {
// It's not time for a re-balance.
return
}
// Run the rebalance.
err := autoRebalanceCluster(ctx, d)
if err != nil {
logger.Error("Failed during cluster auto rebalancing", logger.Ctx{"err": err})
}
}
return f, task.Every(time.Minute)
}
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