recommender

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

type EstimatedResources struct {
	LowerBoundTflops resource.Quantity
	TargetTflops     resource.Quantity
	UpperBoundTflops resource.Quantity
	LowerBoundVram   resource.Quantity
	TargetVram       resource.Quantity
	UpperBoundVram   resource.Quantity
}

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

type Interface interface {
	Name() string
	Recommend(ctx context.Context, workload *workload.State) (*RecResult, error)
}

type PercentileConfig struct {
	TargetTflopsPercentile     float64
	LowerBoundTflopsPercentile float64
	UpperBoundTflopsPercentile float64
	TargetVramPercentile       float64
	LowerBoundVramPercentile   float64
	UpperBoundVramPercentile   float64
	RequestMarginFraction      float64
	UpdateThreshold            float64
	MinVRAMResourcesRatio      float64
	MaxVRAMResourcesRatio      float64
	MinComputeResourcesRatio   float64
	MaxComputeResourcesRatio   float64
}

type PercentileRecommender struct {
	ResourcesEstimator
	// contains filtered or unexported fields
}

type RecResult struct {
	Resources        tfv1.Resources
	HasApplied       bool
	ScaleDownLocking bool
}

type RecommendationProcessor interface {
	Apply(ctx context.Context, workload *workload.State, recommendation *tfv1.Resources) (tfv1.Resources, string, error)
}

type ResourceAmount float64

type ResourcesEstimator interface {
	GetResourcesEstimation(*workload.State) *EstimatedResources
}

type TflopsEstimator interface {
	GetTflopsEstimation(w *metrics.WorkerUsageAggregator) ResourceAmount
}

type VramEstimator interface {
	GetVramEstimation(w *metrics.WorkerUsageAggregator) ResourceAmount
}