forked from LaconicNetwork/kompose
Merge pull request #1847 from sosan/feature-1631-add-hpa
Feature 1635 - added labels to generate HPA
This commit is contained in:
commit
cdcb0e7f61
@ -211,9 +211,13 @@ The currently supported options are:
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| kompose.cronjob.schedule | kubernetes cronjob schedule (for example: '1 * * * *') |
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| kompose.cronjob.concurrency_policy | 'Forbid' / 'Allow' / 'Never' / '' |
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| kompose.cronjob.backoff_limit | kubernetes cronjob backoff limit (for example: '6') |
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| kompose.init.containers.name | kubernetes init container name |
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| kompose.init.containers.image | kubernetes init container image |
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| kompose.init.containers.command | kubernetes init container commands |
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| kompose.init.containers.name | kubernetes init container name |
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| kompose.init.containers.image | kubernetes init container image |
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| kompose.init.containers.command | kubernetes init container commands |
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| kompose.hpa.replicas.min | defines Horizontal Pod Autoscaler minimum number of pod replicas |
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| kompose.hpa.replicas.max | defines Horizontal Pod Autoscaler maximum number of pod replicas |
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| kompose.hpa.cpu | defines Horizontal Pod Autoscaler cpu utilization trigger |
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| kompose.hpa.memory | defines Horizontal Pod Autoscaler memory utilization trigger |
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**Note**: `kompose.service.type` label should be defined with `ports` only (except for headless service), otherwise `kompose` will fail.
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@ -512,6 +516,55 @@ services:
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kompose.init.containers.image: perl
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```
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- `kompose.hpa.replicas.min` defines the floor for the number of replicas that the HPA can scale down to during a scaling event. Default value is set to 1. This means that, regardless of the load on the system, the HPA will always maintain at least one replica. More info: [HPA Min Replicas](https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale-walkthrough/#autoscaling-on-multiple-metrics-and-custom-metrics).
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For example:
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```yaml
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services:
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pgadmin:
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image: postgres
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labels:
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kompose.hpa.replicas.min: 1
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```
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- `kompose.hpa.replicas.max` defines the upper limit for the number of replicas that the HPA can create during a scaling event. Default value is set to 3. This default value serves as a safeguard, providing a conservative starting point for your HPA configuration. More info: [HPA Max Replicas](https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale-walkthrough/#autoscaling-on-multiple-metrics-and-custom-metrics).
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For example:
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```yaml
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services:
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pgadmin:
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image: postgres
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labels:
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kompose.hpa.replicas.max: 10
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```
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- `kompose.hpa.cpu` defines % cpu utilization that triggers to scale the number of pods. It is represented as a percentage of a resource. Default value is set to 50. This default value serves as a safeguard, providing a conservative starting point for your HPA configuration. More info: [HPA CPU Utilization](https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale-walkthrough/#autoscaling-on-multiple-metrics-and-custom-metrics).
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For example:
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```yaml
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services:
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pgadmin:
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image: postgres
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labels:
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kompose.hpa.cpu: 50
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```
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- `kompose.hpa.memory` defines memory utilization that triggers to scale the number of pods. It is represented as a percentage of a resource. Default value is set to 70. This default value serves as a safeguard, providing a conservative starting point for your HPA configuration. More info: [HPA Memory Utilization](https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale-walkthrough/#autoscaling-on-multiple-metrics-and-custom-metrics).
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For example:
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```yaml
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services:
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pgadmin:
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image: postgres
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labels:
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kompose.hpa.memory: 50
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```
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## Restart
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If you want to create normal pods without controller you can use `restart` construct of compose to define that. Follow table below to see what happens on the `restart` value.
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@ -93,6 +93,14 @@ const (
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LabelInitContainerImage = "kompose.init.containers.image"
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// LabelInitContainerCommand defines commands
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LabelInitContainerCommand = "kompose.init.containers.command"
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// LabelHpaMinReplicas defines min pod replicas
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LabelHpaMinReplicas = "kompose.hpa.replicas.min"
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// LabelHpaMaxReplicas defines max pod replicas
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LabelHpaMaxReplicas = "kompose.hpa.replicas.max"
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// LabelHpaCpu defines scaling decisions based on CPU utilization
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LabelHpaCPU = "kompose.hpa.cpu"
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// LabelHpaMemory defines scaling decisions based on memory utilization
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LabelHpaMemory = "kompose.hpa.memory"
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)
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// load environment variables from compose file
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@ -41,6 +41,7 @@ import (
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log "github.com/sirupsen/logrus"
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"gopkg.in/yaml.v3"
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appsv1 "k8s.io/api/apps/v1"
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hpa "k8s.io/api/autoscaling/v2beta2"
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api "k8s.io/api/core/v1"
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"k8s.io/apimachinery/pkg/api/resource"
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metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
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@ -48,6 +49,29 @@ import (
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"k8s.io/apimachinery/pkg/runtime"
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)
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// Default values for Horizontal Pod Autoscaler (HPA)
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const (
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DefaultMinReplicas = 1
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DefaultMaxReplicas = 3
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DefaultCPUUtilization = 50
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DefaultMemoryUtilization = 70
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)
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// LabelKeys are the keys for HPA related labels in the service
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var LabelKeys = []string{
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compose.LabelHpaCPU,
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compose.LabelHpaMemory,
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compose.LabelHpaMinReplicas,
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compose.LabelHpaMaxReplicas,
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}
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type HpaValues struct {
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MinReplicas int32
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MaxReplicas int32
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CPUtilization int32
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MemoryUtilization int32
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}
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/**
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* Generate Helm Chart configuration
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*/
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@ -1030,3 +1054,122 @@ func parseContainerCommandsFromStr(line string) []string {
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}
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return commands
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}
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// searchHPAValues is useful to check if labels
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// contains any labels related to Horizontal Pod Autoscaler
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func searchHPAValues(labels map[string]string) bool {
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for _, value := range LabelKeys {
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if _, ok := labels[value]; ok {
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return true
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}
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}
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return false
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}
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// createHPAResources creates a HorizontalPodAutoscaler (HPA) resource
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// It sets the number of replicas in the service to 0 because
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// the number of replicas will be managed by the HPA
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func createHPAResources(name string, service *kobject.ServiceConfig) hpa.HorizontalPodAutoscaler {
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valuesHpa := getResourceHpaValues(service)
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service.Replicas = 0
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metrics := getHpaMetricSpec(valuesHpa)
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scalerSpecs := hpa.HorizontalPodAutoscaler{
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TypeMeta: metav1.TypeMeta{
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Kind: "HorizontalPodAutoscaler",
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APIVersion: "autoscaling/v2",
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},
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ObjectMeta: metav1.ObjectMeta{
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Name: name,
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},
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Spec: hpa.HorizontalPodAutoscalerSpec{
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ScaleTargetRef: hpa.CrossVersionObjectReference{
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Kind: "Deployment",
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Name: name,
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APIVersion: "apps/v1",
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},
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MinReplicas: &valuesHpa.MinReplicas,
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MaxReplicas: valuesHpa.MaxReplicas,
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Metrics: metrics,
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},
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}
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return scalerSpecs
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}
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// getResourceHpaValues retrieves the min/max replicas and CPU/memory utilization values
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// control if maxReplicas is less than minReplicas
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func getResourceHpaValues(service *kobject.ServiceConfig) HpaValues {
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minReplicas := getHpaValue(service, compose.LabelHpaMinReplicas, DefaultMinReplicas)
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maxReplicas := getHpaValue(service, compose.LabelHpaMaxReplicas, DefaultMaxReplicas)
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if maxReplicas < minReplicas {
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log.Warnf("maxReplicas %d is less than minReplicas %d. Using minReplicas value %d", maxReplicas, minReplicas, minReplicas)
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maxReplicas = minReplicas
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}
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cpuUtilization := validatePercentageMetric(service, compose.LabelHpaCPU, DefaultCPUUtilization)
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memoryUtilization := validatePercentageMetric(service, compose.LabelHpaMemory, DefaultMemoryUtilization)
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return HpaValues{
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MinReplicas: minReplicas,
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MaxReplicas: maxReplicas,
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CPUtilization: cpuUtilization,
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MemoryUtilization: memoryUtilization,
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}
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}
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// validatePercentageMetric validates the CPU or memory metrics value
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// ensuring that it falls within the acceptable range [1, 100].
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func validatePercentageMetric(service *kobject.ServiceConfig, metricLabel string, defaultValue int32) int32 {
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metricValue := getHpaValue(service, metricLabel, defaultValue)
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if metricValue > 100 || metricValue < 1 {
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log.Warnf("Metric value %d is not within the acceptable range [1, 100]. Using default value %d", metricValue, defaultValue)
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return defaultValue
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}
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return metricValue
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}
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// getHpaValue convert the label value to integer
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// If the label is not present or the conversion fails
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// it returns the provided default value
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func getHpaValue(service *kobject.ServiceConfig, label string, defaultValue int32) int32 {
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valueFromLabel, err := strconv.Atoi(service.Labels[label])
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if err != nil || valueFromLabel < 0 {
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log.Warnf("Error converting label %s. Using default value %d", label, defaultValue)
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return defaultValue
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}
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return int32(valueFromLabel)
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}
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// getHpaMetricSpec returns a list of metric specs for the HPA resource
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// Target type is hardcoded to hpa.UtilizationMetricType
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// Each MetricSpec specifies the type metric CPU/memory and average utilization value
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// to trigger scaling
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func getHpaMetricSpec(hpaValues HpaValues) []hpa.MetricSpec {
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var metrics []hpa.MetricSpec
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if hpaValues.CPUtilization > 0 {
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metrics = append(metrics, hpa.MetricSpec{
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Type: hpa.ResourceMetricSourceType,
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Resource: &hpa.ResourceMetricSource{
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Name: api.ResourceCPU,
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Target: hpa.MetricTarget{
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Type: hpa.UtilizationMetricType,
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AverageUtilization: &hpaValues.CPUtilization,
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},
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},
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})
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}
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if hpaValues.MemoryUtilization > 0 {
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metrics = append(metrics, hpa.MetricSpec{
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Type: hpa.ResourceMetricSourceType,
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Resource: &hpa.ResourceMetricSource{
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Name: api.ResourceMemory,
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Target: hpa.MetricTarget{
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Type: hpa.UtilizationMetricType,
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AverageUtilization: &hpaValues.MemoryUtilization,
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},
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},
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})
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}
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return metrics
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}
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File diff suppressed because it is too large
Load Diff
@ -1654,6 +1654,10 @@ func (k *Kubernetes) Transform(komposeObject kobject.KomposeObject, opt kobject.
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return nil, err
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}
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}
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err = k.configHorizontalPodScaler(name, service, opt, &objects)
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if err != nil {
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return nil, errors.Wrap(err, "Error creating Kubernetes HPA")
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}
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allobjects = append(allobjects, objects...)
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}
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@ -1718,3 +1722,16 @@ func (k *Kubernetes) UpdateController(obj runtime.Object, updateTemplate func(*a
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}
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return nil
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}
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// configHorizontalPodScaler create Hpa resource also append to the objects
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// first checks if the service labels contain any HPA labels using the searchHPAValues
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func (k *Kubernetes) configHorizontalPodScaler(name string, service kobject.ServiceConfig, opt kobject.ConvertOptions, objects *[]runtime.Object) (err error) {
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found := searchHPAValues(service.Labels)
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if !found {
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return nil
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}
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hpa := createHPAResources(name, &service)
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*objects = append(*objects, &hpa)
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return nil
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}
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@ -344,3 +344,8 @@ convert::expect_success "$os_cmd" "$os_output" || exit 1
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k8s_cmd="kompose -f $KOMPOSE_ROOT/script/test/fixtures/initcontainer/compose.yaml convert --stdout --with-kompose-annotation=false"
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k8s_output="$KOMPOSE_ROOT/script/test/fixtures/initcontainer/output-k8s.yaml"
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convert::expect_success_and_warning "$k8s_cmd" "$k8s_output" || exit 1
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# Test HPA
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k8s_cmd="kompose -f $KOMPOSE_ROOT/script/test/fixtures/hpa/compose.yaml convert --stdout --with-kompose-annotation=false"
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k8s_output="$KOMPOSE_ROOT/script/test/fixtures/hpa/output-k8s.yaml"
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convert::expect_success "$k8s_cmd" "$k8s_output" || exit 1
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10
script/test/fixtures/hpa/compose.yaml
vendored
Normal file
10
script/test/fixtures/hpa/compose.yaml
vendored
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@ -0,0 +1,10 @@
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version: "3.8"
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services:
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web:
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image: nginx
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labels:
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kompose.hpa.cpu: 50
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kompose.hpa.memory: 70
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kompose.hpa.replicas.min: 1
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kompose.hpa.replicas.max: 10
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49
script/test/fixtures/hpa/output-k8s.yaml
vendored
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49
script/test/fixtures/hpa/output-k8s.yaml
vendored
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@ -0,0 +1,49 @@
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---
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apiVersion: apps/v1
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kind: Deployment
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metadata:
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labels:
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io.kompose.service: web
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name: web
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spec:
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replicas: 1
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selector:
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matchLabels:
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io.kompose.service: web
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template:
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metadata:
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labels:
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io.kompose.network/hpa-default: "true"
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io.kompose.service: web
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spec:
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containers:
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- image: nginx
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name: web
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restartPolicy: Always
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---
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apiVersion: autoscaling/v2
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kind: HorizontalPodAutoscaler
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metadata:
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name: web
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spec:
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maxReplicas: 10
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metrics:
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- resource:
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name: cpu
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target:
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averageUtilization: 50
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type: Utilization
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type: Resource
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- resource:
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name: memory
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target:
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averageUtilization: 70
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type: Utilization
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type: Resource
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minReplicas: 1
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scaleTargetRef:
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apiVersion: apps/v1
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kind: Deployment
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name: web
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