scheduler

package
Version: v1.0.0 Latest Latest
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Published: Jun 18, 2015 License: Apache-2.0 Imports: 11 Imported by: 0

Documentation

Overview

Package scheduler contains a generic Scheduler interface and several implementations.

Index

Constants

This section is empty.

Variables

This section is empty.

Functions

func CheckPodsExceedingCapacity added in v0.4.3

func CheckPodsExceedingCapacity(pods []*api.Pod, capacity api.ResourceList) (fitting []*api.Pod, notFitting []*api.Pod)

func MapPodsToMachines

func MapPodsToMachines(lister PodLister) (map[string][]*api.Pod, error)

MapPodsToMachines obtains a list of pods and pivots that list into a map where the keys are host names and the values are the list of pods running on that host.

func NoDiskConflict

func NoDiskConflict(pod *api.Pod, existingPods []*api.Pod, node string) (bool, error)

NoDiskConflict evaluates if a pod can fit due to the volumes it requests, and those that are already mounted. Some times of volumes are mounted onto node machines. For now, these mounts are exclusive so if there is already a volume mounted on that node, another pod can't schedule there. This is GCE specific for now. TODO: migrate this into some per-volume specific code?

func PodFitsHost added in v0.2.1

func PodFitsHost(pod *api.Pod, existingPods []*api.Pod, node string) (bool, error)

func PodFitsPorts

func PodFitsPorts(pod *api.Pod, existingPods []*api.Pod, node string) (bool, error)

func PodMatchesNodeLabels added in v0.4.3

func PodMatchesNodeLabels(pod *api.Pod, node *api.Node) bool

Types

type ClientNodeInfo

type ClientNodeInfo struct {
	*client.Client
}

func (ClientNodeInfo) GetNodeInfo

func (nodes ClientNodeInfo) GetNodeInfo(nodeID string) (*api.Node, error)

type FailedPredicateMap added in v0.4.2

type FailedPredicateMap map[string]util.StringSet

type FakeMinionLister

type FakeMinionLister api.NodeList

FakeMinionLister implements MinionLister on a []string for test purposes.

func (FakeMinionLister) List

func (f FakeMinionLister) List() (api.NodeList, error)

List returns minions as a []string.

type FakePodLister

type FakePodLister []*api.Pod

FakePodLister implements PodLister on an []api.Pods for test purposes.

func (FakePodLister) List added in v0.2.1

func (f FakePodLister) List(s labels.Selector) (selected []*api.Pod, err error)

List returns []*api.Pod matching a query.

type FakeServiceLister added in v0.2.2

type FakeServiceLister []api.Service

FakeServiceLister implements ServiceLister on []api.Service for test purposes.

func (FakeServiceLister) GetPodServices added in v0.2.2

func (f FakeServiceLister) GetPodServices(pod *api.Pod) (services []api.Service, err error)

GetPodServices gets the services that have the selector that match the labels on the given pod

func (FakeServiceLister) List added in v0.2.2

func (f FakeServiceLister) List() (api.ServiceList, error)

FakeServiceLister returns api.ServiceList, the list of all services.

type FitError added in v0.4.2

type FitError struct {
	Pod              *api.Pod
	FailedPredicates FailedPredicateMap
}

func (*FitError) Error added in v0.4.2

func (f *FitError) Error() string

implementation of the error interface

type FitPredicate

type FitPredicate func(pod *api.Pod, existingPods []*api.Pod, node string) (bool, error)

FitPredicate is a function that indicates if a pod fits into an existing node.

func NewNodeLabelPredicate added in v0.2.2

func NewNodeLabelPredicate(info NodeInfo, labels []string, presence bool) FitPredicate

func NewResourceFitPredicate

func NewResourceFitPredicate(info NodeInfo) FitPredicate

func NewSelectorMatchPredicate added in v0.2.1

func NewSelectorMatchPredicate(info NodeInfo) FitPredicate

func NewServiceAffinityPredicate added in v0.2.2

func NewServiceAffinityPredicate(podLister PodLister, serviceLister ServiceLister, nodeInfo NodeInfo, labels []string) FitPredicate

type HostPriority

type HostPriority struct {
	// contains filtered or unexported fields
}

HostPriority represents the priority of scheduling to a particular host, lower priority is better.

type HostPriorityList

type HostPriorityList []HostPriority

func BalancedResourceAllocation added in v0.5.1

func BalancedResourceAllocation(pod *api.Pod, podLister PodLister, minionLister MinionLister) (HostPriorityList, error)

BalancedResourceAllocation favors nodes with balanced resource usage rate. BalancedResourceAllocation should **NOT** be used alone, and **MUST** be used together with LeastRequestedPriority. It calculates the difference between the cpu and memory fracion of capacity, and prioritizes the host based on how close the two metrics are to each other. Detail: score = 10 - abs(cpuFraction-memoryFraction)*10. The algorithm is partly inspired by: "Wei Huang et al. An Energy Efficient Virtual Machine Placement Algorithm with Balanced Resource Utilization"

func EqualPriority

func EqualPriority(_ *api.Pod, podLister PodLister, minionLister MinionLister) (HostPriorityList, error)

EqualPriority is a prioritizer function that gives an equal weight of one to all nodes

func LeastRequestedPriority

func LeastRequestedPriority(pod *api.Pod, podLister PodLister, minionLister MinionLister) (HostPriorityList, error)

LeastRequestedPriority is a priority function that favors nodes with fewer requested resources. It calculates the percentage of memory and CPU requested by pods scheduled on the node, and prioritizes based on the minimum of the average of the fraction of requested to capacity. Details: (Sum(requested cpu) / Capacity + Sum(requested memory) / Capacity) * 50

func (HostPriorityList) Len

func (h HostPriorityList) Len() int

func (HostPriorityList) Less

func (h HostPriorityList) Less(i, j int) bool

func (HostPriorityList) Swap

func (h HostPriorityList) Swap(i, j int)

type MinionLister

type MinionLister interface {
	List() (list api.NodeList, err error)
}

MinionLister interface represents anything that can list minions for a scheduler.

type NodeInfo

type NodeInfo interface {
	GetNodeInfo(nodeID string) (*api.Node, error)
}

type NodeLabelChecker added in v0.2.2

type NodeLabelChecker struct {
	// contains filtered or unexported fields
}

func (*NodeLabelChecker) CheckNodeLabelPresence added in v0.2.2

func (n *NodeLabelChecker) CheckNodeLabelPresence(pod *api.Pod, existingPods []*api.Pod, node string) (bool, error)

CheckNodeLabelPresence checks whether all of the specified labels exists on a minion or not, regardless of their value If "presence" is false, then returns false if any of the requested labels matches any of the minion's labels, otherwise returns true. If "presence" is true, then returns false if any of the requested labels does not match any of the minion's labels, otherwise returns true.

Consider the cases where the minions are placed in regions/zones/racks and these are identified by labels In some cases, it is required that only minions that are part of ANY of the defined regions/zones/racks be selected

Alternately, eliminating minions that have a certain label, regardless of value, is also useful A minion may have a label with "retiring" as key and the date as the value and it may be desirable to avoid scheduling new pods on this minion

type NodeLabelPrioritizer added in v0.2.2

type NodeLabelPrioritizer struct {
	// contains filtered or unexported fields
}

func (*NodeLabelPrioritizer) CalculateNodeLabelPriority added in v0.2.2

func (n *NodeLabelPrioritizer) CalculateNodeLabelPriority(pod *api.Pod, podLister PodLister, minionLister MinionLister) (HostPriorityList, error)

CalculateNodeLabelPriority checks whether a particular label exists on a minion or not, regardless of its value. If presence is true, prioritizes minions that have the specified label, regardless of value. If presence is false, prioritizes minions that do not have the specified label.

type NodeSelector added in v0.2.1

type NodeSelector struct {
	// contains filtered or unexported fields
}

func (*NodeSelector) PodSelectorMatches added in v0.2.1

func (n *NodeSelector) PodSelectorMatches(pod *api.Pod, existingPods []*api.Pod, node string) (bool, error)

type PodLister

type PodLister interface {
	// TODO: make this exactly the same as client's Pods(ns).List() method, by returning a api.PodList
	List(labels.Selector) ([]*api.Pod, error)
}

PodLister interface represents anything that can list pods for a scheduler.

type PriorityConfig added in v0.2.1

type PriorityConfig struct {
	Function PriorityFunction
	Weight   int
}

type PriorityFunction

type PriorityFunction func(pod *api.Pod, podLister PodLister, minionLister MinionLister) (HostPriorityList, error)

func NewNodeLabelPriority added in v0.2.2

func NewNodeLabelPriority(label string, presence bool) PriorityFunction

func NewServiceAntiAffinityPriority added in v0.2.2

func NewServiceAntiAffinityPriority(serviceLister ServiceLister, label string) PriorityFunction

func NewServiceSpreadPriority added in v0.2.2

func NewServiceSpreadPriority(serviceLister ServiceLister) PriorityFunction

type ResourceFit

type ResourceFit struct {
	// contains filtered or unexported fields
}

func (*ResourceFit) PodFitsResources

func (r *ResourceFit) PodFitsResources(pod *api.Pod, existingPods []*api.Pod, node string) (bool, error)

PodFitsResources calculates fit based on requested, rather than used resources

type Scheduler

type Scheduler interface {
	Schedule(*api.Pod, MinionLister) (selectedMachine string, err error)
}

Scheduler is an interface implemented by things that know how to schedule pods onto machines.

func NewGenericScheduler

func NewGenericScheduler(predicates map[string]FitPredicate, prioritizers []PriorityConfig, pods PodLister, random *rand.Rand) Scheduler

type ServiceAffinity added in v0.2.2

type ServiceAffinity struct {
	// contains filtered or unexported fields
}

func (*ServiceAffinity) CheckServiceAffinity added in v0.2.2

func (s *ServiceAffinity) CheckServiceAffinity(pod *api.Pod, existingPods []*api.Pod, node string) (bool, error)

CheckServiceAffinity ensures that only the minions that match the specified labels are considered for scheduling. The set of labels to be considered are provided to the struct (ServiceAffinity). The pod is checked for the labels and any missing labels are then checked in the minion that hosts the service pods (peers) for the given pod.

We add an implicit selector requiring some particular value V for label L to a pod, if: - L is listed in the ServiceAffinity object that is passed into the function - the pod does not have any NodeSelector for L - some other pod from the same service is already scheduled onto a minion that has value V for label L

type ServiceAntiAffinity added in v0.2.2

type ServiceAntiAffinity struct {
	// contains filtered or unexported fields
}

func (*ServiceAntiAffinity) CalculateAntiAffinityPriority added in v0.2.2

func (s *ServiceAntiAffinity) CalculateAntiAffinityPriority(pod *api.Pod, podLister PodLister, minionLister MinionLister) (HostPriorityList, error)

CalculateAntiAffinityPriority spreads pods by minimizing the number of pods belonging to the same service on machines with the same value for a particular label. The label to be considered is provided to the struct (ServiceAntiAffinity).

type ServiceLister added in v0.2.2

type ServiceLister interface {
	// Lists all the services
	List() (api.ServiceList, error)
	// Gets the services for the given pod
	GetPodServices(*api.Pod) ([]api.Service, error)
}

ServiceLister interface represents anything that can produce a list of services; the list is consumed by a scheduler.

type ServiceSpread added in v0.2.2

type ServiceSpread struct {
	// contains filtered or unexported fields
}

func (*ServiceSpread) CalculateSpreadPriority added in v0.2.2

func (s *ServiceSpread) CalculateSpreadPriority(pod *api.Pod, podLister PodLister, minionLister MinionLister) (HostPriorityList, error)

CalculateSpreadPriority spreads pods by minimizing the number of pods belonging to the same service on the same machine.

type StaticNodeInfo

type StaticNodeInfo struct {
	*api.NodeList
}

func (StaticNodeInfo) GetNodeInfo

func (nodes StaticNodeInfo) GetNodeInfo(nodeID string) (*api.Node, error)

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