Esempio n. 1
0
// Filters the minions to find the ones that fit based on the given predicate functions
// Each minion is passed through the predicate functions to determine if it is a fit
func findNodesThatFit(pod *api.Pod, podLister algorithm.PodLister, predicateFuncs map[string]algorithm.FitPredicate, nodes api.NodeList) (api.NodeList, FailedPredicateMap, error) {
	filtered := []api.Node{}
	machineToPods, err := predicates.MapPodsToMachines(podLister)
	failedPredicateMap := FailedPredicateMap{}
	if err != nil {
		return api.NodeList{}, FailedPredicateMap{}, err
	}
	for _, node := range nodes.Items {
		fits := true
		for name, predicate := range predicateFuncs {
			fit, err := predicate(pod, machineToPods[node.Name], node.Name)
			if err != nil {
				return api.NodeList{}, FailedPredicateMap{}, err
			}
			if !fit {
				fits = false
				if _, found := failedPredicateMap[node.Name]; !found {
					failedPredicateMap[node.Name] = util.StringSet{}
				}
				failedPredicateMap[node.Name].Insert(name)
				break
			}
		}
		if fits {
			filtered = append(filtered, node)
		}
	}
	return api.NodeList{Items: filtered}, failedPredicateMap, nil
}
Esempio n. 2
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// 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: cpu((capacity - sum(requested)) * 10 / capacity) + memory((capacity - sum(requested)) * 10 / capacity) / 2
func LeastRequestedPriority(pod *api.Pod, podLister algorithm.PodLister, minionLister algorithm.MinionLister) (api.HostPriorityList, error) {
	nodes, err := minionLister.List()
	if err != nil {
		return api.HostPriorityList{}, err
	}
	podsToMachines, err := predicates.MapPodsToMachines(podLister)

	list := api.HostPriorityList{}
	for _, node := range nodes.Items {
		list = append(list, calculateResourceOccupancy(pod, node, podsToMachines[node.Name]))
	}
	return list, nil
}
Esempio n. 3
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// 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 BalancedResourceAllocation(pod *api.Pod, podLister algorithm.PodLister, minionLister algorithm.MinionLister) (algorithm.HostPriorityList, error) {
	nodes, err := minionLister.List()
	if err != nil {
		return algorithm.HostPriorityList{}, err
	}
	podsToMachines, err := predicates.MapPodsToMachines(podLister)

	list := algorithm.HostPriorityList{}
	for _, node := range nodes.Items {
		list = append(list, calculateBalancedResourceAllocation(pod, node, podsToMachines[node.Name]))
	}
	return list, nil
}
// Filters the minions to find the ones that fit based on the given predicate functions
// Each minion is passed through the predicate functions to determine if it is a fit
func findNodesThatFit(pod *api.Pod, podLister algorithm.PodLister, predicateFuncs map[string]algorithm.FitPredicate, nodes api.NodeList, cloud cloudprovider.Interface) (api.NodeList, FailedPredicateMap, error) {
	filtered := []api.Node{}
	machineToPods, err := predicates.MapPodsToMachines(podLister)
	failedPredicateMap := FailedPredicateMap{}
	if err != nil {
		return api.NodeList{}, FailedPredicateMap{}, err
	}
	for _, node := range nodes.Items {
		fits := true
		for name, predicate := range predicateFuncs {
			fit, err := predicate(pod, machineToPods[node.Name], node.Name)
			if err != nil {
				return api.NodeList{}, FailedPredicateMap{}, err
			}
			if !fit {
				fits = false
				if _, found := failedPredicateMap[node.Name]; !found {
					failedPredicateMap[node.Name] = util.StringSet{}
				}
				failedPredicateMap[node.Name].Insert(name)
				break
			}
		}
		if fits {
			filtered = append(filtered, node)
		}
	}

	if cloud != nil {
		ext, supported := cloud.SchedulerExtension()
		if supported {
			filteredList, err := ext.Filter(pod, &api.NodeList{Items: filtered})
			if err != nil {
				return api.NodeList{}, FailedPredicateMap{}, err
			}
			filtered = filteredList.Items
		}
	}

	return api.NodeList{Items: filtered}, failedPredicateMap, nil
}