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https://github.com/psviderski/uncloud.git
synced 2026-08-26 11:03:34 +00:00
find optimal solution in VolumeScheduler
This commit is contained in:
@@ -11,7 +11,12 @@ import (
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)
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// VolumeScheduler determines what missing volumes should be created and where for a multi-service deployment.
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// TODO: add rules that if a volume exists, it should be used instead of creating a new one.
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// It must satisfy the following constraints:
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// - Services that share a volume must be placed on the same machine where the volume is located.
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// If the volume is located on multiple machines, services can be placed on any of them.
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// - Services must respect their individual placement constraints.
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// - If a volume already exists on a machine, it must be used instead of creating a new one.
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// - A missing volume must only be created on one machine.
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type VolumeScheduler struct {
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// machines is a list of available machines in the cluster.
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machines []*Machine
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@@ -19,6 +24,8 @@ type VolumeScheduler struct {
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serviceSpecs []api.ServiceSpec
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// volumeSpecs is a map of volume names to their specifications from the service specs in a canonical form.
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volumeSpecs map[string]api.VolumeSpec
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// volumeServices is a map of volume names to the list of service names that use the volume.
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volumeServices map[string][]string
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// existingVolumeMachines is a map of volume names to the set of machine IDs where those volumes are located.
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// Contains only volumes that are used by at least one service in serviceSpecs.
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existingVolumeMachines map[string]mapset.Set[string]
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@@ -37,16 +44,21 @@ func NewVolumeSchedulerWithClient(ctx context.Context, cli Client, specs []api.S
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// NewVolumeSchedulerWithMachines creates a new VolumeScheduler with the given cluster machines
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// and service specifications.
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func NewVolumeSchedulerWithMachines(machines []*Machine, specs []api.ServiceSpec) (*VolumeScheduler, error) {
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// TODO: validate specs before scheduling, need to update tests to use helper functions to create specs with images.
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var specsWithVolumes []api.ServiceSpec
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// Docker volume name -> VolumeSpec.
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volumeSpecs := make(map[string]api.VolumeSpec)
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// Volume name -> list of service names that use the volume.
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volumeServices := make(map[string][]string)
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// Volume name -> set of machine IDs where the volume is located.
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volumeMachines := make(map[string]mapset.Set[string])
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existingVolumeMachines := make(map[string]mapset.Set[string])
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// Validate all service names are unique to avoid scheduling conflicts.
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serviceNames := make(map[string]struct{}, len(specs))
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for _, spec := range specs {
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if err := spec.Validate(); err != nil {
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return nil, fmt.Errorf("invalid service spec: %w", err)
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}
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if _, exists := serviceNames[spec.Name]; exists {
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return nil, fmt.Errorf("duplicate service name: '%s'", spec.Name)
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}
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@@ -59,16 +71,19 @@ func NewVolumeSchedulerWithMachines(machines []*Machine, specs []api.ServiceSpec
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specsWithVolumes = append(specsWithVolumes, spec)
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for _, v := range mountedVolumes {
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if seenVolume, ok := volumeSpecs[v.DockerVolumeName()]; ok {
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v = v.SetDefaults()
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// Reset any aliases in a service spec to the actual Docker volume name.
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v.Name = v.DockerVolumeName()
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if seenVolume, ok := volumeSpecs[v.Name]; ok {
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if !seenVolume.Equals(v) {
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return nil, fmt.Errorf("volume '%s' is defined multiple times with different options",
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v.DockerVolumeName())
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return nil, fmt.Errorf("volume '%s' is defined multiple times with different options", v.Name)
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}
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} else {
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v = v.SetDefaults()
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v.Name = v.DockerVolumeName() // Reset any aliases in a service spec to the actual Docker volume name.
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volumeSpecs[v.Name] = v
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}
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volumeServices[v.Name] = append(volumeServices[v.Name], spec.Name)
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}
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}
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@@ -82,10 +97,10 @@ func NewVolumeSchedulerWithMachines(machines []*Machine, specs []api.ServiceSpec
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"on machine '%s'", vol.Name, machine.Info.Name)
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}
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if _, setInitialised := volumeMachines[vol.Name]; !setInitialised {
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volumeMachines[vol.Name] = mapset.NewSet[string]()
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if _, setInitialised := existingVolumeMachines[vol.Name]; !setInitialised {
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existingVolumeMachines[vol.Name] = mapset.NewSet[string]()
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}
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volumeMachines[vol.Name].Add(machine.Info.Id)
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existingVolumeMachines[vol.Name].Add(machine.Info.Id)
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}
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}
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}
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@@ -94,7 +109,8 @@ func NewVolumeSchedulerWithMachines(machines []*Machine, specs []api.ServiceSpec
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machines: machines,
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serviceSpecs: specsWithVolumes,
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volumeSpecs: volumeSpecs,
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existingVolumeMachines: volumeMachines,
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volumeServices: volumeServices,
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existingVolumeMachines: existingVolumeMachines,
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}, nil
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}
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@@ -110,7 +126,6 @@ func (s *VolumeScheduler) Schedule() (map[string][]api.VolumeSpec, error) {
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// Service name -> set of machine IDs where the service can be scheduled.
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serviceEligibleMachines := make(map[string]mapset.Set[string])
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// Volume name -> list of service names that use the volume.
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volumeServices := make(map[string][]string)
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// Get eligible machines for each service without considering its volume mounts.
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for _, spec := range s.serviceSpecs {
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machineIDs, err := s.serviceEligibleMachinesWithoutVolumes(spec)
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@@ -118,12 +133,6 @@ func (s *VolumeScheduler) Schedule() (map[string][]api.VolumeSpec, error) {
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return nil, err
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}
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serviceEligibleMachines[spec.Name] = machineIDs
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// Populate volumeServices with Docker volumes used by this service.
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for _, v := range spec.MountedDockerVolumes() {
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volumeName := v.DockerVolumeName()
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volumeServices[volumeName] = append(volumeServices[volumeName], spec.Name)
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}
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}
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// For each volume that exists on any machine(s) (which shouldn't be created), intersect each service's
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@@ -131,7 +140,7 @@ func (s *VolumeScheduler) Schedule() (map[string][]api.VolumeSpec, error) {
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// Service name -> list of processed volume names (quoted) to format the error message.
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quotedServiceVolumes := make(map[string][]string)
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for volumeName, volumeMachines := range s.existingVolumeMachines {
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for _, serviceName := range volumeServices[volumeName] {
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for _, serviceName := range s.volumeServices[volumeName] {
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quotedServiceVolumes[serviceName] = append(quotedServiceVolumes[serviceName],
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fmt.Sprintf("'%s'", volumeName))
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newEligibleMachines := serviceEligibleMachines[serviceName].Intersect(volumeMachines)
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@@ -144,51 +153,52 @@ func (s *VolumeScheduler) Schedule() (map[string][]api.VolumeSpec, error) {
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}
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}
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for serviceName, eligibleMachines := range serviceEligibleMachines {
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fmt.Printf("### Service '%s' can be scheduled on machines: %v\n", serviceName, eligibleMachines.ToSlice())
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// Skip constraints propagation for volumes that already exist on machines as the propagation only works
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// for missing volumes.
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placedVolumes := make(map[string]struct{})
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for volumeName := range s.existingVolumeMachines {
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placedVolumes[volumeName] = struct{}{}
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}
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// For each missing volume, intersect the eligible machines for all services using the volume
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// and choose the first machine in the sorted intersection to create the volume on.
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if err := s.propagateConstraintsUntilConvergence(serviceEligibleMachines, placedVolumes); err != nil {
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return nil, err
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}
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// Schedule each missing volume on one of its eligible machines.
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scheduledVolumes := make(map[string][]api.VolumeSpec)
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for missingVolumeName, missingVolumeSpec := range s.volumeSpecs {
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// Skip volumes that already exist on machines.
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if _, ok := s.existingVolumeMachines[missingVolumeName]; ok {
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// This volume already exists, no need to create it.
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continue
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}
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var eligibleMachines mapset.Set[string]
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var quotedServiceNames []string // Used to format the error message.
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for i, serviceName := range volumeServices[missingVolumeName] {
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if i == 0 {
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eligibleMachines = serviceEligibleMachines[serviceName]
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} else {
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eligibleMachines = serviceEligibleMachines[serviceName].Intersect(eligibleMachines)
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}
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quotedServiceNames = append(quotedServiceNames, fmt.Sprintf("'%s'", serviceName))
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}
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if eligibleMachines == nil {
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serviceNames := s.volumeServices[missingVolumeName]
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if len(serviceNames) == 0 {
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return nil, fmt.Errorf("bug detected: no services using volume '%s'", missingVolumeName)
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}
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// Get the current eligible machines (any service using the volume will have the same set after convergence).
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eligibleMachines := serviceEligibleMachines[serviceNames[0]]
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if eligibleMachines.Cardinality() == 0 {
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return nil, fmt.Errorf("unable to find a machine that satisfies placement constraints "+
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"for services %s that must be placed together to share volume '%s'",
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strings.Join(quotedServiceNames, ", "), missingVolumeName)
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return nil, fmt.Errorf("bug detected: no eligible machines for volume '%s'", missingVolumeName)
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}
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// Choose the first machine in the sorted eligible machines to create the volume on.
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// Choose the first machine in the sorted eligible machines to schedule the volume on.
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// Sort the eligible machines to ensure deterministic behavior.
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// TODO: the first machine might not be the optimal one. Ideally, we need to do the intersection for all volumes
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// multiple times until they converge. Then picking any machine is fine.
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sortedEligibleMachines := eligibleMachines.ToSlice()
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slices.Sort(sortedEligibleMachines)
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machineID := sortedEligibleMachines[0]
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// Update constraints for all services that use this volume to be placed on the selected machine.
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for _, serviceName := range serviceNames {
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serviceEligibleMachines[serviceName] = mapset.NewSet(machineID)
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}
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placedVolumes[missingVolumeName] = struct{}{}
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scheduledVolumes[machineID] = append(scheduledVolumes[machineID], missingVolumeSpec)
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// Update the eligible machines to the chosen machine for all services using this volume.
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eligibleMachines = mapset.NewSet(machineID)
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for _, serviceName := range volumeServices[missingVolumeName] {
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serviceEligibleMachines[serviceName] = eligibleMachines
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// Propagate the updated constraints.
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if err := s.propagateConstraintsUntilConvergence(serviceEligibleMachines, placedVolumes); err != nil {
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return nil, fmt.Errorf("unexpected error while propagating constraints after "+
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"scheduling volume '%s' on machine '%s': %w", missingVolumeName, machineID, err)
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}
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}
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@@ -214,3 +224,73 @@ func (s *VolumeScheduler) serviceEligibleMachinesWithoutVolumes(spec api.Service
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return machineIDs, nil
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}
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// propagateConstraintsUntilConvergence iteratively narrows down eligible machines for services by propagating
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// constraints through shared volumes until convergence. It only processes volumes that need to be created (not
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// existing volumes) and ensures services sharing a volume converge to the same set of eligible machines.
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// If skipVolumes is provided, those volumes are excluded from constraint propagation.
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// Returns an error if any services have no eligible machines after constraint propagation.
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func (s *VolumeScheduler) propagateConstraintsUntilConvergence(
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serviceEligibleMachines map[string]mapset.Set[string],
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skipVolumes map[string]struct{},
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) error {
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changed := true
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// Loop until no more changes occur.
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for changed {
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changed = false
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// For each volume, find the intersection of eligible machines for all services using that volume and update
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// their eligible machines with the intersection. This will narrow down the machines where the volume can
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// be created.
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for volumeName, serviceNames := range s.volumeServices {
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if skipVolumes != nil {
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if _, ok := skipVolumes[volumeName]; ok {
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continue
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}
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}
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// Skip if there are no services using this volume (shouldn't happen).
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if len(serviceNames) == 0 {
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continue
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}
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// Find the intersection of eligible machines for all services using this volume.
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var eligibleMachinesForVolume mapset.Set[string]
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first := true
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for _, serviceName := range serviceNames {
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if first {
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// First service: initialise the intersection.
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eligibleMachinesForVolume = serviceEligibleMachines[serviceName].Clone()
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first = false
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} else {
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eligibleMachinesForVolume = serviceEligibleMachines[serviceName].Intersect(
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eligibleMachinesForVolume)
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}
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}
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// If no machines are eligible for this volume, we have a constraint violation.
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//goland:noinspection GoDfaNilDereference
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if eligibleMachinesForVolume.Cardinality() == 0 {
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var quotedServiceNames []string // Used to format the error message.
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for _, svcName := range serviceNames {
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quotedServiceNames = append(quotedServiceNames, fmt.Sprintf("'%s'", svcName))
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}
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return fmt.Errorf("unable to find a machine that satisfies placement constraints "+
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"for services %s that must be placed together to share volume '%s'",
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strings.Join(quotedServiceNames, ", "), volumeName)
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}
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// Update eligible machines for all services using this volume.
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newCount := eligibleMachinesForVolume.Cardinality()
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for _, serviceName := range serviceNames {
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oldCount := serviceEligibleMachines[serviceName].Cardinality()
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serviceEligibleMachines[serviceName] = eligibleMachinesForVolume
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if oldCount != newCount {
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changed = true
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}
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}
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}
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}
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return nil
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}
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@@ -3,10 +3,12 @@ package scheduler
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import (
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"testing"
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"github.com/docker/docker/api/types/mount"
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"github.com/docker/docker/api/types/volume"
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"github.com/psviderski/uncloud/internal/machine/api/pb"
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"github.com/psviderski/uncloud/pkg/api"
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"github.com/stretchr/testify/assert"
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"github.com/stretchr/testify/require"
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)
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func TestVolumeScheduler_Schedule(t *testing.T) {
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@@ -30,6 +32,7 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
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{
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Name: "service1",
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Container: api.ContainerSpec{
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Image: "portainer/pause:latest",
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VolumeMounts: []api.VolumeMount{
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{
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VolumeName: "vol1",
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@@ -74,6 +77,7 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
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{
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Name: "service1",
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Container: api.ContainerSpec{
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Image: "portainer/pause:latest",
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VolumeMounts: []api.VolumeMount{
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{
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VolumeName: "vol1",
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@@ -91,6 +95,7 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
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{
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Name: "service2",
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Container: api.ContainerSpec{
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Image: "portainer/pause:latest",
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VolumeMounts: []api.VolumeMount{
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{
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VolumeName: "vol1",
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@@ -138,6 +143,7 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
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{
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Name: "service1",
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Container: api.ContainerSpec{
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Image: "portainer/pause:latest",
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VolumeMounts: []api.VolumeMount{
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{
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VolumeName: "vol1",
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@@ -178,6 +184,7 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
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Machines: []string{"machine2"},
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},
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Container: api.ContainerSpec{
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Image: "portainer/pause:latest",
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VolumeMounts: []api.VolumeMount{
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{
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VolumeName: "vol1",
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@@ -225,6 +232,7 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
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Machines: []string{"machine1"},
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},
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Container: api.ContainerSpec{
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Image: "portainer/pause:latest",
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VolumeMounts: []api.VolumeMount{
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{
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VolumeName: "vol1",
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@@ -245,6 +253,7 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
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Machines: []string{"machine2"},
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},
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Container: api.ContainerSpec{
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Image: "portainer/pause:latest",
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VolumeMounts: []api.VolumeMount{
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{
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VolumeName: "vol1",
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@@ -290,6 +299,7 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
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Machines: []string{"machine2"},
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},
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Container: api.ContainerSpec{
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Image: "portainer/pause:latest",
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VolumeMounts: []api.VolumeMount{
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{
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VolumeName: "vol1",
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@@ -328,6 +338,7 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
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{
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Name: "service1",
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Container: api.ContainerSpec{
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Image: "portainer/pause:latest",
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VolumeMounts: []api.VolumeMount{
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{
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VolumeName: "vol1",
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@@ -353,6 +364,7 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
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{
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Name: "service2",
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Container: api.ContainerSpec{
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Image: "portainer/pause:latest",
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VolumeMounts: []api.VolumeMount{
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{
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VolumeName: "vol2",
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@@ -378,6 +390,7 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
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{
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Name: "service3",
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Container: api.ContainerSpec{
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Image: "portainer/pause:latest",
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VolumeMounts: []api.VolumeMount{
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{
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VolumeName: "vol3",
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@@ -458,6 +471,7 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
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{
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Name: "service1",
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Container: api.ContainerSpec{
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Image: "portainer/pause:latest",
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VolumeMounts: []api.VolumeMount{
|
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{
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VolumeName: "vol3",
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@@ -483,6 +497,7 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
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{
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Name: "service2",
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Container: api.ContainerSpec{
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Image: "portainer/pause:latest",
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VolumeMounts: []api.VolumeMount{
|
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{
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VolumeName: "vol1",
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@@ -516,13 +531,14 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
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{
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Name: "service3",
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Container: api.ContainerSpec{
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Image: "portainer/pause:latest",
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VolumeMounts: []api.VolumeMount{
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{
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VolumeName: "vol2",
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ContainerPath: "/data2",
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},
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{
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VolumeName: "vol4",
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VolumeName: "vol4-alias",
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ContainerPath: "/data4",
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},
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},
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@@ -533,18 +549,24 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
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Type: api.VolumeTypeVolume,
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},
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{
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// TODO: use vol4-alias name and Docker name in VolumeOptions
|
||||
Name: "vol4",
|
||||
Name: "vol4-alias",
|
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Type: api.VolumeTypeVolume,
|
||||
VolumeOptions: &api.VolumeOptions{
|
||||
Name: "vol4",
|
||||
Driver: &mount.Driver{
|
||||
Name: api.VolumeDriverLocal,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
Name: "service4",
|
||||
Container: api.ContainerSpec{
|
||||
Image: "portainer/pause:latest",
|
||||
VolumeMounts: []api.VolumeMount{
|
||||
{
|
||||
VolumeName: "vol2",
|
||||
VolumeName: "vol2-alias",
|
||||
ContainerPath: "/data2",
|
||||
},
|
||||
{
|
||||
@@ -555,8 +577,14 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
|
||||
},
|
||||
Volumes: []api.VolumeSpec{
|
||||
{
|
||||
Name: "vol2",
|
||||
Name: "vol2-alias",
|
||||
Type: api.VolumeTypeVolume,
|
||||
VolumeOptions: &api.VolumeOptions{
|
||||
Name: "vol2",
|
||||
Driver: &mount.Driver{
|
||||
Name: api.VolumeDriverLocal,
|
||||
},
|
||||
},
|
||||
},
|
||||
{
|
||||
Name: "vol5",
|
||||
@@ -607,6 +635,7 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
|
||||
Machines: []string{"machine1"},
|
||||
},
|
||||
Container: api.ContainerSpec{
|
||||
Image: "portainer/pause:latest",
|
||||
VolumeMounts: []api.VolumeMount{
|
||||
{
|
||||
VolumeName: "vol1",
|
||||
@@ -635,6 +664,7 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
|
||||
Machines: []string{"machine2"},
|
||||
},
|
||||
Container: api.ContainerSpec{
|
||||
Image: "portainer/pause:latest",
|
||||
VolumeMounts: []api.VolumeMount{
|
||||
{
|
||||
VolumeName: "vol2",
|
||||
@@ -689,6 +719,7 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
|
||||
{
|
||||
Name: "service1",
|
||||
Container: api.ContainerSpec{
|
||||
Image: "portainer/pause:latest",
|
||||
VolumeMounts: []api.VolumeMount{
|
||||
{
|
||||
VolumeName: "vol1",
|
||||
@@ -714,6 +745,7 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
|
||||
{
|
||||
Name: "service2",
|
||||
Container: api.ContainerSpec{
|
||||
Image: "portainer/pause:latest",
|
||||
VolumeMounts: []api.VolumeMount{
|
||||
{
|
||||
VolumeName: "vol3",
|
||||
@@ -757,7 +789,7 @@ func TestVolumeScheduler_Schedule(t *testing.T) {
|
||||
for _, tt := range tests {
|
||||
t.Run(tt.name, func(t *testing.T) {
|
||||
scheduler, err := NewVolumeSchedulerWithMachines(tt.machines, tt.serviceSpecs)
|
||||
assert.NoError(t, err)
|
||||
require.NoError(t, err)
|
||||
result, err := scheduler.Schedule()
|
||||
|
||||
if tt.wantErr != "" {
|
||||
|
||||
Reference in New Issue
Block a user