/* Copyright 2018 The Knative 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 config import ( "fmt" "strconv" "strings" "time" "knative.dev/serving/pkg/apis/autoscaling" corev1 "k8s.io/api/core/v1" ) const ( // ConfigName is the name of the config map of the autoscaler. ConfigName = "config-autoscaler" // BucketSize is the size of the buckets of stats we create. // NB: if this is more than 1s, we need to average values in the // metrics buckets. BucketSize = 1 * time.Second defaultTargetUtilization = 0.7 ) // Config defines the tunable autoscaler parameters // +k8s:deepcopy-gen=true type Config struct { // Feature flags. EnableScaleToZero bool // Enable connection-aware pod scaledown EnableGracefulScaledown bool // Target concurrency knobs for different container concurrency configurations. ContainerConcurrencyTargetFraction float64 ContainerConcurrencyTargetDefault float64 // TargetUtilization is used for the metrics other than concurrency. This is not // configurable now. Customers can override it by specifying // autoscaling.knative.dev/targetUtilizationPercentage in Revision annotation. // TODO(yanweiguo): Expose this to config-autoscaler configmap and eventually // deprecate ContainerConcurrencyTargetFraction. TargetUtilization float64 // RPSTargetDefault is the default target value for requests per second. RPSTargetDefault float64 // NB: most of our computations are in floats, so this is float to avoid casting. TargetBurstCapacity float64 // General autoscaler algorithm configuration. MaxScaleUpRate float64 MaxScaleDownRate float64 StableWindow time.Duration PanicWindowPercentage float64 PanicThresholdPercentage float64 TickInterval time.Duration ScaleToZeroGracePeriod time.Duration PodAutoscalerClass string } // NewConfigFromMap creates a Config from the supplied map func NewConfigFromMap(data map[string]string) (*Config, error) { lc := &Config{ TargetUtilization: defaultTargetUtilization, } // Process bool fields. for _, b := range []struct { key string field *bool defaultValue bool }{ { key: "enable-scale-to-zero", field: &lc.EnableScaleToZero, defaultValue: true, }, { key: "enable-graceful-scaledown", field: &lc.EnableGracefulScaledown, defaultValue: false, }} { if raw, ok := data[b.key]; !ok { *b.field = b.defaultValue } else { *b.field = strings.EqualFold(raw, "true") } } // Process Float64 fields for _, f64 := range []struct { key string field *float64 // specified exactly when optional defaultValue float64 }{{ key: "max-scale-up-rate", field: &lc.MaxScaleUpRate, defaultValue: 1000.0, }, { key: "max-scale-down-rate", field: &lc.MaxScaleDownRate, defaultValue: 2.0, }, { key: "container-concurrency-target-percentage", field: &lc.ContainerConcurrencyTargetFraction, // TODO(#1956): Tune target usage based on empirical data. defaultValue: defaultTargetUtilization, }, { key: "container-concurrency-target-default", field: &lc.ContainerConcurrencyTargetDefault, defaultValue: 100.0, }, { key: "requests-per-second-target-default", field: &lc.RPSTargetDefault, defaultValue: 200.0, }, { key: "target-burst-capacity", field: &lc.TargetBurstCapacity, defaultValue: 200, }, { key: "panic-window-percentage", field: &lc.PanicWindowPercentage, defaultValue: 10.0, }, { key: "panic-threshold-percentage", field: &lc.PanicThresholdPercentage, defaultValue: 200.0, }} { if raw, ok := data[f64.key]; !ok { *f64.field = f64.defaultValue } else if val, err := strconv.ParseFloat(raw, 64); err != nil { return nil, err } else { *f64.field = val } } // Adjust % ⇒ fractions: for legacy reasons we allow values in the // (0, 1] interval, so minimal percentage must be greater than 1.0. // Internally we want to have fractions, since otherwise we'll have // to perform division on each computation. if lc.ContainerConcurrencyTargetFraction > 1.0 { lc.ContainerConcurrencyTargetFraction /= 100.0 } // Process Duration fields for _, dur := range []struct { key string field *time.Duration defaultValue time.Duration }{{ key: "stable-window", field: &lc.StableWindow, defaultValue: 60 * time.Second, }, { key: "scale-to-zero-grace-period", field: &lc.ScaleToZeroGracePeriod, defaultValue: 30 * time.Second, }, { key: "tick-interval", field: &lc.TickInterval, defaultValue: 2 * time.Second, }} { if raw, ok := data[dur.key]; !ok { *dur.field = dur.defaultValue } else if val, err := time.ParseDuration(raw); err != nil { return nil, err } else { *dur.field = val } } lc.PodAutoscalerClass = autoscaling.KPA if pac, ok := data["pod-autoscaler-class"]; ok { lc.PodAutoscalerClass = pac } return validate(lc) } func validate(lc *Config) (*Config, error) { if lc.ScaleToZeroGracePeriod < autoscaling.WindowMin { return nil, fmt.Errorf("scale-to-zero-grace-period must be at least %v, got %v", autoscaling.WindowMin, lc.ScaleToZeroGracePeriod) } if lc.TargetBurstCapacity < 0 && lc.TargetBurstCapacity != -1 { return nil, fmt.Errorf("target-burst-capacity must be non-negative, got %f", lc.TargetBurstCapacity) } if lc.ContainerConcurrencyTargetFraction <= 0 || lc.ContainerConcurrencyTargetFraction > 1 { return nil, fmt.Errorf("container-concurrency-target-percentage = %f is outside of valid range of (0, 100]", lc.ContainerConcurrencyTargetFraction) } if x := lc.ContainerConcurrencyTargetFraction * lc.ContainerConcurrencyTargetDefault; x < autoscaling.TargetMin { return nil, fmt.Errorf("container-concurrency-target-percentage and container-concurrency-target-default yield target concurrency of %v, can't be less than %v", x, autoscaling.TargetMin) } if lc.RPSTargetDefault < autoscaling.TargetMin { return nil, fmt.Errorf("requests-per-second-target-default must be at least %v, got %v", autoscaling.TargetMin, lc.RPSTargetDefault) } if lc.MaxScaleUpRate <= 1.0 { return nil, fmt.Errorf("max-scale-up-rate = %v, must be greater than 1.0", lc.MaxScaleUpRate) } if lc.MaxScaleDownRate <= 1.0 { return nil, fmt.Errorf("max-scale-down-rate = %v, must be greater than 1.0", lc.MaxScaleDownRate) } // We can't permit stable window be less than our aggregation window for correctness. if lc.StableWindow < autoscaling.WindowMin { return nil, fmt.Errorf("stable-window = %v, must be at least %v", lc.StableWindow, autoscaling.WindowMin) } if lc.StableWindow.Round(time.Second) != lc.StableWindow { return nil, fmt.Errorf("stable-window = %v, must be specified with at most second precision", lc.StableWindow) } effPW := time.Duration(lc.PanicWindowPercentage / 100 * float64(lc.StableWindow)) if effPW < BucketSize || effPW > lc.StableWindow { return nil, fmt.Errorf("panic-window-percentage = %v, must be in [%v, 100] interval", lc.PanicWindowPercentage, 100*float64(BucketSize)/float64(lc.StableWindow)) } return lc, nil } // NewConfigFromConfigMap creates a Config from the supplied ConfigMap func NewConfigFromConfigMap(configMap *corev1.ConfigMap) (*Config, error) { return NewConfigFromMap(configMap.Data) }