/* Copyright 2019 The Kubernetes 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 noderesources import ( "k8s.io/kubernetes/pkg/scheduler/apis/config" "k8s.io/kubernetes/pkg/scheduler/framework" ) // leastResourceScorer favors nodes with fewer requested resources. // It calculates the percentage of memory, CPU and other resources 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-requested)*MaxNodeScore*cpuWeight/capacity) + memory((capacity-requested)*MaxNodeScore*memoryWeight/capacity) + ...)/weightSum func leastResourceScorer(resources []config.ResourceSpec) func([]int64, []int64) int64 { return func(requested, allocable []int64) int64 { var nodeScore, weightSum int64 for i := range requested { if allocable[i] == 0 { continue } weight := resources[i].Weight resourceScore := leastRequestedScore(requested[i], allocable[i]) nodeScore += resourceScore * weight weightSum += weight } if weightSum == 0 { return 0 } return nodeScore / weightSum } } // The unused capacity is calculated on a scale of 0-MaxNodeScore // 0 being the lowest priority and `MaxNodeScore` being the highest. // The more unused resources the higher the score is. func leastRequestedScore(requested, capacity int64) int64 { if capacity == 0 { return 0 } if requested > capacity { return 0 } return ((capacity - requested) * framework.MaxNodeScore) / capacity }