volcano.sh/volcano@v1.9.0/pkg/scheduler/plugins/numaaware/policy/policy.go

/*
Copyright 2021 The Volcano Authors.

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 policy

import (
	"k8s.io/klog/v2"
	"k8s.io/kubernetes/pkg/kubelet/cm/topologymanager/bitmask"
)

func filterProvidersHints(providersHints []map[string][]TopologyHint) [][]TopologyHint {
	var allProviderHints [][]TopologyHint
	for _, hints := range providersHints {
		// If hints is nil, insert a single, preferred any-numa hint into allProviderHints.
		if len(hints) == 0 {
			klog.Infof("[numatopo] Hint Provider has no preference for NUMA affinity with any resource")
			allProviderHints = append(allProviderHints, []TopologyHint{{nil, true}})
			continue
		}

		// Otherwise, accumulate the hints for each resource type into allProviderHints.
		for resource := range hints {
			if hints[resource] == nil {
				klog.Infof("[numatopo] Hint Provider has no preference for NUMA affinity with resource '%s'", resource)
				allProviderHints = append(allProviderHints, []TopologyHint{{nil, true}})
				continue
			}

			if len(hints[resource]) == 0 {
				klog.Infof("[numatopo] Hint Provider has no possible NUMA affinities for resource '%s'", resource)
				allProviderHints = append(allProviderHints, []TopologyHint{{nil, false}})
				continue
			}

			allProviderHints = append(allProviderHints, hints[resource])
		}
	}
	return allProviderHints
}

func mergeFilteredHints(numaNodes []int, filteredHints [][]TopologyHint) TopologyHint {
	// Set the default affinity as an any-numa affinity containing the list
	// of NUMA Nodes available on this machine.
	defaultAffinity, _ := bitmask.NewBitMask(numaNodes...)

	// Set the bestHint to return from this function as {nil false}.
	// This will only be returned if no better hint can be found when
	// merging hints from each hint provider.
	bestHint := TopologyHint{defaultAffinity, false}
	iterateAllProviderTopologyHints(filteredHints, func(permutation []TopologyHint) {
		// Get the NUMANodeAffinity from each hint in the permutation and see if any
		// of them encode unpreferred allocations.
		mergedHint := mergePermutation(numaNodes, permutation)
		// Only consider mergedHints that result in a NUMANodeAffinity > 0 to
		// replace the current bestHint.
		if mergedHint.NUMANodeAffinity.Count() == 0 {
			return
		}

		// If the current bestHint is non-preferred and the new mergedHint is
		// preferred, always choose the preferred hint over the non-preferred one.
		if mergedHint.Preferred && !bestHint.Preferred {
			bestHint = mergedHint
			return
		}

		// If the current bestHint is preferred and the new mergedHint is
		// non-preferred, never update bestHint, regardless of mergedHint's
		// narowness.
		if !mergedHint.Preferred && bestHint.Preferred {
			return
		}

		// If mergedHint and bestHint has the same preference, only consider
		// mergedHints that have a narrower NUMANodeAffinity than the
		// NUMANodeAffinity in the current bestHint.
		if !mergedHint.NUMANodeAffinity.IsNarrowerThan(bestHint.NUMANodeAffinity) {
			return
		}

		// In all other cases, update bestHint to the current mergedHint
		bestHint = mergedHint
	})

	return bestHint
}

// Iterate over all permutations of hints in 'allProviderHints [][]TopologyHint'.
//
// This procedure is implemented as a recursive function over the set of hints
// in 'allproviderHints[i]'. It applies the function 'callback' to each
// permutation as it is found. It is the equivalent of:
//
// for i := 0; i < len(providerHints[0]); i++
//
//	for j := 0; j < len(providerHints[1]); j++
//	    for k := 0; k < len(providerHints[2]); k++
//	        ...
//	        for z := 0; z < len(providerHints[-1]); z++
//	            permutation := []TopologyHint{
//	                providerHints[0][i],
//	                providerHints[1][j],
//	                providerHints[2][k],
//	                ...
//	                providerHints[-1][z]
//	            }
//	            callback(permutation)
func iterateAllProviderTopologyHints(allProviderHints [][]TopologyHint, callback func([]TopologyHint)) {
	// Internal helper function to accumulate the permutation before calling the callback.
	var iterate func(i int, accum []TopologyHint)
	iterate = func(i int, accum []TopologyHint) {
		// Base case: we have looped through all providers and have a full permutation.
		if i == len(allProviderHints) {
			callback(accum)
			return
		}

		// Loop through all hints for provider 'i', and recurse to build the
		// permutation of this hint with all hints from providers 'i++'.
		for j := range allProviderHints[i] {
			iterate(i+1, append(accum, allProviderHints[i][j]))
		}
	}
	iterate(0, []TopologyHint{})
}

// Merge a TopologyHints permutation to a single hint by performing a bitwise-AND
// of their affinity masks. The hint shall be preferred if all hits in the permutation
// are preferred.
func mergePermutation(numaNodes []int, permutation []TopologyHint) TopologyHint {
	// Get the NUMANodeAffinity from each hint in the permutation and see if any
	// of them encode unpreferred allocations.
	preferred := true
	defaultAffinity, _ := bitmask.NewBitMask(numaNodes...)
	var numaAffinities []bitmask.BitMask
	for _, hint := range permutation {
		// Only consider hints that have an actual NUMANodeAffinity set.
		if hint.NUMANodeAffinity == nil {
			numaAffinities = append(numaAffinities, defaultAffinity)
		} else {
			numaAffinities = append(numaAffinities, hint.NUMANodeAffinity)
		}

		if !hint.Preferred {
			preferred = false
		}
	}

	// Merge the affinities using a bitwise-and operation.
	mergedAffinity := bitmask.And(defaultAffinity, numaAffinities...)
	// Build a mergedHint from the merged affinity mask, indicating if an
	// preferred allocation was used to generate the affinity mask or not.
	return TopologyHint{mergedAffinity, preferred}
}