Fixed averageValue target type (#6)

Author: azun

examples/simple-scale.yaml

@@ -0,0 +1,46 @@
+apiVersion: scaling.core.adobe.com/v1alpha1
+kind: Kratos
+metadata:
+  name: basic-example
+spec:
+  algorithm:
+    type: hpa
+  minReplicas: 0
+  maxReplicas: 3
+  stabilizationWindowSeconds: 30
+  target:
+    apiVersion: apps/v1
+    kind: Deployment
+    name: nginx
+  metrics:
+    - type: Prometheus
+      prometheus:
+        metricQuery: ceil(sum(rate(nginx_server_requests[1m])))
+        prometheusEndpoint: "http://prometheus-prometheus-oper-prometheus.monitoring:9090"
+        target:
+          type: AverageValue
+          averageValue: 1000
+---
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: kratos-basic-example
+data:
+  kratosSpec: |-
+    algorithm:
+      type: hpa
+    minReplicas: 0
+    maxReplicas: 3
+    stabilizationWindowSeconds: 30
+    target:
+      apiVersion: apps/v1
+      kind: Deployment
+      name: nginx
+    metrics:
+      - type: Prometheus
+        prometheus:
+          metricQuery: ceil(sum(rate(nginx_server_requests[1m])))
+          prometheusEndpoint: "http://prometheus-prometheus-oper-prometheus.monitoring:9090"
+          target:
+            type: AverageValue
+            averageValue: 1000

go.mod

@@ -18,5 +18,6 @@ require (
 	k8s.io/apimachinery v0.18.6
 	k8s.io/client-go v0.18.6
 	sigs.k8s.io/controller-runtime v0.6.2
+	sigs.k8s.io/controller-tools v0.4.0 // indirect
 	sigs.k8s.io/yaml v1.2.0
 )

go.sum

@@ -264,6 +264,8 @@ github.com/go-sql-driver/mysql v1.4.1/go.mod h1:zAC/RDZ24gD3HViQzih4MyKcchzm+sOG
 github.com/go-stack/stack v1.8.0/go.mod h1:v0f6uXyyMGvRgIKkXu+yp6POWl0qKG85gN/melR3HDY=
 github.com/gobuffalo/envy v1.7.0/go.mod h1:n7DRkBerg/aorDM8kbduw5dN3oXGswK5liaSCx4T5NI=
 github.com/gobuffalo/envy v1.7.1/go.mod h1:FurDp9+EDPE4aIUS3ZLyD+7/9fpx7YRt/ukY6jIHf0w=
+github.com/gobuffalo/flect v0.2.0 h1:EWCvMGGxOjsgwlWaP+f4+Hh6yrrte7JeFL2S6b+0hdM=
+github.com/gobuffalo/flect v0.2.0/go.mod h1:W3K3X9ksuZfir8f/LrfVtWmCDQFfayuylOJ7sz/Fj80=
 github.com/gobuffalo/logger v1.0.1/go.mod h1:2zbswyIUa45I+c+FLXuWl9zSWEiVuthsk8ze5s8JvPs=
 github.com/gobuffalo/packd v0.3.0/go.mod h1:zC7QkmNkYVGKPw4tHpBQ+ml7W/3tIebgeo1b36chA3Q=
 github.com/gobuffalo/packr/v2 v2.7.1/go.mod h1:qYEvAazPaVxy7Y7KR0W8qYEE+RymX74kETFqjFoFlOc=
@@ -375,6 +377,7 @@ github.com/imdario/mergo v0.3.5/go.mod h1:2EnlNZ0deacrJVfApfmtdGgDfMuh/nq6Ok1EcJ
 github.com/imdario/mergo v0.3.8/go.mod h1:2EnlNZ0deacrJVfApfmtdGgDfMuh/nq6Ok1EcJh5FfA=
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+github.com/inconshreveable/mousetrap v1.0.0 h1:Z8tu5sraLXCXIcARxBp/8cbvlwVa7Z1NHg9XEKhtSvM=
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@@ -430,9 +433,13 @@ github.com/mailru/easyjson v0.7.0/go.mod h1:KAzv3t3aY1NaHWoQz1+4F1ccyAH66Jk7yos7
 github.com/marstr/guid v1.1.0/go.mod h1:74gB1z2wpxxInTG6yaqA7KrtM0NZ+RbrcqDvYHefzho=
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+github.com/mattn/go-colorable v0.1.2 h1:/bC9yWikZXAL9uJdulbSfyVNIR3n3trXl+v8+1sx8mU=
+github.com/mattn/go-colorable v0.1.2/go.mod h1:U0ppj6V5qS13XJ6of8GYAs25YV2eR4EVcfRqFIhoBtE=
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+github.com/mattn/go-isatty v0.0.8 h1:HLtExJ+uU2HOZ+wI0Tt5DtUDrx8yhUqDcp7fYERX4CE=
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@@ -497,6 +504,7 @@ github.com/onsi/gomega v0.0.0-20170829124025-dcabb60a477c/go.mod h1:C1qb7wdrVGGV
 github.com/onsi/gomega v1.4.3/go.mod h1:ex+gbHU/CVuBBDIJjb2X0qEXbFg53c61hWP/1CpauHY=
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@@ -657,6 +665,7 @@ github.com/xeipuuv/gojsonschema v1.2.0/go.mod h1:anYRn/JVcOK2ZgGU+IjEV4nwlhoK5sQ
 github.com/xiang90/probing v0.0.0-20190116061207-43a291ad63a2/go.mod h1:UETIi67q53MR2AWcXfiuqkDkRtnGDLqkBTpCHuJHxtU=
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+github.com/yuin/goldmark v1.1.27/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74=
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@@ -710,6 +719,8 @@ golang.org/x/lint v0.0.0-20190313153728-d0100b6bd8b3/go.mod h1:6SW0HCj/g11FgYtHl
 golang.org/x/lint v0.0.0-20190930215403-16217165b5de/go.mod h1:6SW0HCj/g11FgYtHlgUYUwCkIfeOF89ocIRzGO/8vkc=
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 golang.org/x/mod v0.1.1-0.20191105210325-c90efee705ee/go.mod h1:QqPTAvyqsEbceGzBzNggFXnrqF1CaUcvgkdR5Ot7KZg=
+golang.org/x/mod v0.2.0 h1:KU7oHjnv3XNWfa5COkzUifxZmxp1TyI7ImMXqFxLwvQ=
+golang.org/x/mod v0.2.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
 golang.org/x/net v0.0.0-20170114055629-f2499483f923/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
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@@ -734,6 +745,7 @@ golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLL
 golang.org/x/net v0.0.0-20190813141303-74dc4d7220e7/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
 golang.org/x/net v0.0.0-20190827160401-ba9fcec4b297/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
 golang.org/x/net v0.0.0-20191004110552-13f9640d40b9/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
+golang.org/x/net v0.0.0-20200226121028-0de0cce0169b/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
 golang.org/x/net v0.0.0-20200520004742-59133d7f0dd7 h1:AeiKBIuRw3UomYXSbLy0Mc2dDLfdtbT/IVn4keq83P0=
 golang.org/x/net v0.0.0-20200520004742-59133d7f0dd7/go.mod h1:qpuaurCH72eLCgpAm/N6yyVIVM9cpaDIP3A8BGJEC5A=
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@@ -759,6 +771,7 @@ golang.org/x/sys v0.0.0-20181122145206-62eef0e2fa9b/go.mod h1:STP8DvDyc/dI5b8T5h
 golang.org/x/sys v0.0.0-20181205085412-a5c9d58dba9a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
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 golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
+golang.org/x/sys v0.0.0-20190222072716-a9d3bda3a223/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
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@@ -810,7 +823,10 @@ golang.org/x/tools v0.0.0-20190920225731-5eefd052ad72/go.mod h1:b+2E5dAYhXwXZwtn
 golang.org/x/tools v0.0.0-20191004055002-72853e10c5a3/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
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@@ -881,6 +897,8 @@ gopkg.in/yaml.v2 v2.2.5/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
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@@ -890,24 +908,31 @@ honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWh
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 k8s.io/client-go v0.18.6/go.mod h1:/fwtGLjYMS1MaM5oi+eXhKwG+1UHidUEXRh6cNsdO0Q=
+k8s.io/code-generator v0.18.2/go.mod h1:+UHX5rSbxmR8kzS+FAv7um6dtYrZokQvjHpDSYRVkTc=
 k8s.io/code-generator v0.18.4/go.mod h1:TgNEVx9hCyPGpdtCWA34olQYLkh3ok9ar7XfSsr8b6c=
 k8s.io/code-generator v0.18.6/go.mod h1:TgNEVx9hCyPGpdtCWA34olQYLkh3ok9ar7XfSsr8b6c=
+k8s.io/component-base v0.18.2/go.mod h1:kqLlMuhJNHQ9lz8Z7V5bxUUtjFZnrypArGl58gmDfUM=
 k8s.io/component-base v0.18.4/go.mod h1:7jr/Ef5PGmKwQhyAz/pjByxJbC58mhKAhiaDu0vXfPk=
 k8s.io/component-base v0.18.6 h1:Wd6cHGwJN2qpufnirVOB3oMhyhbioGsKEi5HeDBsV+s=
 k8s.io/component-base v0.18.6/go.mod h1:knSVsibPR5K6EW2XOjEHik6sdU5nCvKMrzMt2D4In14=
@@ -919,6 +944,7 @@ k8s.io/klog v1.0.0 h1:Pt+yjF5aB1xDSVbau4VsWe+dQNzA0qv1LlXdC2dF6Q8=
 k8s.io/klog v1.0.0/go.mod h1:4Bi6QPql/J/LkTDqv7R/cd3hPo4k2DG6Ptcz060Ez5I=
 k8s.io/klog/v2 v2.0.0 h1:Foj74zO6RbjjP4hBEKjnYtjjAhGg4jNynUdYF6fJrok=
 k8s.io/klog/v2 v2.0.0/go.mod h1:PBfzABfn139FHAV07az/IF9Wp1bkk3vpT2XSJ76fSDE=
+k8s.io/kube-openapi v0.0.0-20200121204235-bf4fb3bd569c/go.mod h1:GRQhZsXIAJ1xR0C9bd8UpWHZ5plfAS9fzPjJuQ6JL3E=
 k8s.io/kube-openapi v0.0.0-20200410145947-61e04a5be9a6 h1:Oh3Mzx5pJ+yIumsAD0MOECPVeXsVot0UkiaCGVyfGQY=
 k8s.io/kube-openapi v0.0.0-20200410145947-61e04a5be9a6/go.mod h1:GRQhZsXIAJ1xR0C9bd8UpWHZ5plfAS9fzPjJuQ6JL3E=
 k8s.io/kubectl v0.18.4 h1:l9DUYPTEMs1+qNtoqPpTyaJOosvj7l7tQqphCO1K52s=
@@ -931,6 +957,8 @@ k8s.io/utils v0.0.0-20200603063816-c1c6865ac451/go.mod h1:jPW/WVKK9YHAvNhRxK0md/
 sigs.k8s.io/apiserver-network-proxy/konnectivity-client v0.0.7/go.mod h1:PHgbrJT7lCHcxMU+mDHEm+nx46H4zuuHZkDP6icnhu0=
 sigs.k8s.io/controller-runtime v0.6.2 h1:jkAnfdTYBpFwlmBn3pS5HFO06SfxvnTZ1p5PeEF/zAA=
 sigs.k8s.io/controller-runtime v0.6.2/go.mod h1:vhcq/rlnENJ09SIRp3EveTaZ0yqH526hjf9iJdbUJ/E=
+sigs.k8s.io/controller-tools v0.4.0 h1:9zIdrc6q9RKke8+DnVPVBVZ+cfF9L0TwM01cxNnklYo=
+sigs.k8s.io/controller-tools v0.4.0/go.mod h1:G9rHdZMVlBDocIxGkK3jHLWqcTMNvveypYJwrvYKjWU=
 sigs.k8s.io/kustomize v2.0.3+incompatible h1:JUufWFNlI44MdtnjUqVnvh29rR37PQFzPbLXqhyOyX0=
 sigs.k8s.io/kustomize v2.0.3+incompatible/go.mod h1:MkjgH3RdOWrievjo6c9T245dYlB5QeXV4WCbnt/PEpU=
 sigs.k8s.io/structured-merge-diff/v3 v3.0.0-20200116222232-67a7b8c61874/go.mod h1:PlARxl6Hbt/+BC80dRLi1qAmnMqwqDg62YvvVkZjemw=

replicas/replicas_calculator.go

@@ -59,20 +59,23 @@ func (rc *ReplicaCalculator) calculateValue(currentReplicas int32, metricTarget
 	return replicaCount, nil
 }
 
-func (rc *ReplicaCalculator) calculateAverageValue(currentReplicas int32, metricTarget v1alpha1.MetricTarget, metricValues []metrics.MetricValue) (int32, error) {
+func (rc *ReplicaCalculator) calculateAverageValue(currentReplicas int32, metricTarget v1alpha1.MetricTarget, metricValues []metrics.MetricValue) (replicaCount int32, err error) {
 	utilization := int64(0)
 	for _, metricValue := range metricValues {
 		utilization = utilization + metricValue.Value
 	}
 
-	usageRatio := float64(utilization) / (float64(metricTarget.AverageValue.MilliValue()) * float64(currentReplicas))
-	if math.Abs(1.0-usageRatio) <= rc.tolerance {
-		return 0, nil
+	// update number of replicas if the change is large enough
+	if currentReplicas != 0 {
+		usageRatio := float64(utilization) / (float64(metricTarget.AverageValue.Value()) * float64(currentReplicas))
+		if math.Abs(1.0-usageRatio) <= rc.tolerance {
+			// return the current replicas if the change would be too small
+			return currentReplicas, nil
+		}
 	}
+	replicaCount = int32(math.Ceil(float64(utilization) / float64(metricTarget.AverageValue.Value())))
 
-	// update number of replicas if the change is large enough
-	replicaCount := int32(math.Ceil(float64(utilization) / float64(metricTarget.AverageValue.MilliValue())))
-	return replicaCount, nil
+	return replicaCount, err
 }
 
 func (rc *ReplicaCalculator) getUsageRatioReplicaCount(currentReplicas int32, usageRatio float64) (replicaCount int32, err error) {

scale/scale_facade.go

@@ -201,6 +201,8 @@ func (f *ScaleFacade) calculateMaxScaleReplicas(item *corev1.ConfigMap, currentR
 		}
 		replicaProposal, err := f.replicaCalculator.CalculateReplicas(currentReplicas, metric.Prometheus.Target, metricValues)
 
+		log.V(1).Info("metric values and replica proposal", "replicas", replicaProposal, "metrics", metricValues)
+
 		if err != nil {
 			log.Error(err, "error on calculating replicas proposal for metric", "metric", metric)
 			f.eventRecorder.Eventf(item, corev1.EventTypeWarning, "CalculateMetricReplicasError", "error on calculating replicas proposal for metric: %v, error: %v", metric, err.Error())