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chore: Add
v1beta1/NodePool
metrics controller (aws#486)
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/* | ||
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. | ||
*/ | ||
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package nodepool | ||
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import ( | ||
"context" | ||
"strings" | ||
"time" | ||
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"github.com/samber/lo" | ||
"k8s.io/apimachinery/pkg/api/errors" | ||
"k8s.io/apimachinery/pkg/api/resource" | ||
"knative.dev/pkg/logging" | ||
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"github.com/prometheus/client_golang/prometheus" | ||
v1 "k8s.io/api/core/v1" | ||
controllerruntime "sigs.k8s.io/controller-runtime" | ||
"sigs.k8s.io/controller-runtime/pkg/client" | ||
"sigs.k8s.io/controller-runtime/pkg/manager" | ||
crmetrics "sigs.k8s.io/controller-runtime/pkg/metrics" | ||
"sigs.k8s.io/controller-runtime/pkg/reconcile" | ||
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"github.com/aws/karpenter-core/pkg/apis/v1beta1" | ||
"github.com/aws/karpenter-core/pkg/metrics" | ||
corecontroller "github.com/aws/karpenter-core/pkg/operator/controller" | ||
) | ||
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const ( | ||
resourceTypeLabel = "resource_type" | ||
nodePoolNameLabel = "nodepool" | ||
nodePoolSubsystem = "nodepool" | ||
) | ||
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var ( | ||
limitGaugeVec = prometheus.NewGaugeVec( | ||
prometheus.GaugeOpts{ | ||
Namespace: metrics.Namespace, | ||
Subsystem: nodePoolSubsystem, | ||
Name: "limit", | ||
Help: "The nodepool limits are the limits specified on the provisioner that restrict the quantity of resources provisioned. Labeled by nodepool name and resource type.", | ||
}, | ||
[]string{ | ||
resourceTypeLabel, | ||
nodePoolNameLabel, | ||
}, | ||
) | ||
usageGaugeVec = prometheus.NewGaugeVec( | ||
prometheus.GaugeOpts{ | ||
Namespace: metrics.Namespace, | ||
Subsystem: nodePoolSubsystem, | ||
Name: "usage", | ||
Help: "The nodepool usage is the amount of resources that have been provisioned by a particular nodepool. Labeled by nodepool name and resource type.", | ||
}, | ||
[]string{ | ||
resourceTypeLabel, | ||
nodePoolNameLabel, | ||
}, | ||
) | ||
usagePctGaugeVec = prometheus.NewGaugeVec( | ||
prometheus.GaugeOpts{ | ||
Namespace: metrics.Namespace, | ||
Subsystem: nodePoolSubsystem, | ||
Name: "usage_pct", | ||
Help: "The nodepool usage percentage is the percentage of each resource used based on the resources provisioned and the limits that have been configured. Labeled by nodepool name and resource type.", | ||
}, | ||
[]string{ | ||
resourceTypeLabel, | ||
nodePoolNameLabel, | ||
}, | ||
) | ||
) | ||
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func init() { | ||
crmetrics.Registry.MustRegister(limitGaugeVec, usageGaugeVec, usagePctGaugeVec) | ||
} | ||
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type Controller struct { | ||
kubeClient client.Client | ||
metricStore *metrics.Store | ||
} | ||
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// NewController constructs a controller instance | ||
func NewController(kubeClient client.Client) corecontroller.Controller { | ||
return &Controller{ | ||
kubeClient: kubeClient, | ||
metricStore: metrics.NewStore(), | ||
} | ||
} | ||
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func (c *Controller) Name() string { | ||
return "metrics.nodepool" | ||
} | ||
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// Reconcile executes a termination control loop for the resource | ||
func (c *Controller) Reconcile(ctx context.Context, req reconcile.Request) (reconcile.Result, error) { | ||
ctx = logging.WithLogger(ctx, logging.FromContext(ctx).Named(c.Name()).With("nodepool", req.Name)) | ||
nodePool := &v1beta1.NodePool{} | ||
if err := c.kubeClient.Get(ctx, req.NamespacedName, nodePool); err != nil { | ||
if errors.IsNotFound(err) { | ||
c.metricStore.Delete(req.NamespacedName.String()) | ||
} | ||
return reconcile.Result{}, client.IgnoreNotFound(err) | ||
} | ||
c.metricStore.Update(req.NamespacedName.String(), buildMetrics(nodePool)) | ||
// periodically update our metrics per nodepool even if nothing has changed | ||
return reconcile.Result{RequeueAfter: 5 * time.Minute}, nil | ||
} | ||
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func buildMetrics(nodePool *v1beta1.NodePool) (res []*metrics.StoreMetric) { | ||
for gaugeVec, resourceList := range map[*prometheus.GaugeVec]v1.ResourceList{ | ||
usageGaugeVec: nodePool.Status.Resources, | ||
limitGaugeVec: getLimits(nodePool), | ||
usagePctGaugeVec: getUsagePercentage(nodePool), | ||
} { | ||
for k, v := range resourceList { | ||
res = append(res, &metrics.StoreMetric{ | ||
GaugeVec: gaugeVec, | ||
Labels: makeLabels(nodePool, strings.ReplaceAll(strings.ToLower(string(k)), "-", "_")), | ||
Value: lo.Ternary(k == v1.ResourceCPU, float64(v.MilliValue())/float64(1000), float64(v.Value())), | ||
}) | ||
} | ||
} | ||
return res | ||
} | ||
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func getLimits(nodePool *v1beta1.NodePool) v1.ResourceList { | ||
if nodePool.Spec.Limits != nil { | ||
return v1.ResourceList(nodePool.Spec.Limits) | ||
} | ||
return v1.ResourceList{} | ||
} | ||
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func getUsagePercentage(nodePool *v1beta1.NodePool) v1.ResourceList { | ||
usage := v1.ResourceList{} | ||
for k, v := range getLimits(nodePool) { | ||
limitValue := v.AsApproximateFloat64() | ||
usedValue := nodePool.Status.Resources[k] | ||
if limitValue == 0 { | ||
usage[k] = *resource.NewQuantity(100, resource.DecimalSI) | ||
} else { | ||
usage[k] = *resource.NewQuantity(int64(usedValue.AsApproximateFloat64()/limitValue*100), resource.DecimalSI) | ||
} | ||
} | ||
return usage | ||
} | ||
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func makeLabels(nodePool *v1beta1.NodePool, resourceTypeName string) prometheus.Labels { | ||
return prometheus.Labels{ | ||
resourceTypeLabel: resourceTypeName, | ||
nodePoolNameLabel: nodePool.Name, | ||
} | ||
} | ||
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func (c *Controller) Builder(_ context.Context, m manager.Manager) corecontroller.Builder { | ||
return corecontroller.Adapt( | ||
controllerruntime. | ||
NewControllerManagedBy(m). | ||
For(&v1beta1.NodePool{}), | ||
) | ||
} |
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,169 @@ | ||
/* | ||
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. | ||
*/ | ||
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package nodepool_test | ||
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import ( | ||
"context" | ||
"strings" | ||
"testing" | ||
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. "github.com/onsi/ginkgo/v2" | ||
. "github.com/onsi/gomega" | ||
v1 "k8s.io/api/core/v1" | ||
"k8s.io/apimachinery/pkg/api/resource" | ||
. "knative.dev/pkg/logging/testing" | ||
"sigs.k8s.io/controller-runtime/pkg/client" | ||
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"github.com/aws/karpenter-core/pkg/apis" | ||
"github.com/aws/karpenter-core/pkg/apis/v1beta1" | ||
"github.com/aws/karpenter-core/pkg/controllers/metrics/nodepool" | ||
"github.com/aws/karpenter-core/pkg/operator/controller" | ||
"github.com/aws/karpenter-core/pkg/operator/scheme" | ||
"github.com/aws/karpenter-core/pkg/test" | ||
. "github.com/aws/karpenter-core/pkg/test/expectations" | ||
) | ||
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var nodePoolController controller.Controller | ||
var ctx context.Context | ||
var env *test.Environment | ||
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func TestAPIs(t *testing.T) { | ||
ctx = TestContextWithLogger(t) | ||
RegisterFailHandler(Fail) | ||
RunSpecs(t, "NodePoolMetrics") | ||
} | ||
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var _ = BeforeSuite(func() { | ||
env = test.NewEnvironment(scheme.Scheme, test.WithCRDs(apis.CRDs...)) | ||
nodePoolController = nodepool.NewController(env.Client) | ||
}) | ||
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var _ = AfterSuite(func() { | ||
Expect(env.Stop()).To(Succeed(), "Failed to stop environment") | ||
}) | ||
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var _ = Describe("Metrics", func() { | ||
var nodePool *v1beta1.NodePool | ||
BeforeEach(func() { | ||
nodePool = test.NodePool(v1beta1.NodePool{ | ||
Spec: v1beta1.NodePoolSpec{ | ||
Template: v1beta1.NodeClaimTemplate{ | ||
Spec: v1beta1.NodeClaimSpec{ | ||
NodeClass: &v1beta1.NodeClassReference{ | ||
Name: "default", | ||
}, | ||
}, | ||
}, | ||
}, | ||
}) | ||
}) | ||
It("should update the nodepool limit metrics", func() { | ||
limits := v1beta1.Limits{ | ||
v1.ResourceCPU: resource.MustParse("10"), | ||
v1.ResourceMemory: resource.MustParse("10Mi"), | ||
v1.ResourceEphemeralStorage: resource.MustParse("100Gi"), | ||
} | ||
nodePool.Spec.Limits = limits | ||
ExpectApplied(ctx, env.Client, nodePool) | ||
ExpectReconcileSucceeded(ctx, nodePoolController, client.ObjectKeyFromObject(nodePool)) | ||
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for k, v := range limits { | ||
m, found := FindMetricWithLabelValues("karpenter_nodepool_limit", map[string]string{ | ||
"nodepool": nodePool.GetName(), | ||
"resource_type": strings.ReplaceAll(k.String(), "-", "_"), | ||
}) | ||
Expect(found).To(BeTrue()) | ||
Expect(m.GetGauge().GetValue()).To(BeNumerically("~", v.AsApproximateFloat64())) | ||
} | ||
}) | ||
It("should update the nodepool usage metrics", func() { | ||
resources := v1.ResourceList{ | ||
v1.ResourceCPU: resource.MustParse("10"), | ||
v1.ResourceMemory: resource.MustParse("10Mi"), | ||
v1.ResourceEphemeralStorage: resource.MustParse("100Gi"), | ||
} | ||
nodePool.Status.Resources = resources | ||
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ExpectApplied(ctx, env.Client, nodePool) | ||
ExpectReconcileSucceeded(ctx, nodePoolController, client.ObjectKeyFromObject(nodePool)) | ||
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for k, v := range resources { | ||
m, found := FindMetricWithLabelValues("karpenter_nodepool_usage", map[string]string{ | ||
"nodepool": nodePool.GetName(), | ||
"resource_type": strings.ReplaceAll(k.String(), "-", "_"), | ||
}) | ||
Expect(found).To(BeTrue()) | ||
Expect(m.GetGauge().GetValue()).To(BeNumerically("~", v.AsApproximateFloat64())) | ||
} | ||
}) | ||
It("should update the usage percentage metrics correctly", func() { | ||
resources := v1.ResourceList{ | ||
v1.ResourceCPU: resource.MustParse("10"), | ||
v1.ResourceMemory: resource.MustParse("10Mi"), | ||
v1.ResourceEphemeralStorage: resource.MustParse("100Gi"), | ||
} | ||
limits := v1beta1.Limits{ | ||
v1.ResourceCPU: resource.MustParse("100"), | ||
v1.ResourceMemory: resource.MustParse("100Mi"), | ||
v1.ResourceEphemeralStorage: resource.MustParse("1000Gi"), | ||
} | ||
nodePool.Spec.Limits = limits | ||
nodePool.Status.Resources = resources | ||
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ExpectApplied(ctx, env.Client, nodePool) | ||
ExpectReconcileSucceeded(ctx, nodePoolController, client.ObjectKeyFromObject(nodePool)) | ||
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for k := range resources { | ||
m, found := FindMetricWithLabelValues("karpenter_nodepool_usage_pct", map[string]string{ | ||
"nodepool": nodePool.GetName(), | ||
"resource_type": strings.ReplaceAll(k.String(), "-", "_"), | ||
}) | ||
Expect(found).To(BeTrue()) | ||
Expect(m.GetGauge().GetValue()).To(BeNumerically("~", 10)) | ||
} | ||
}) | ||
It("should delete the nodepool state metrics on nodepool delete", func() { | ||
expectedMetrics := []string{"karpenter_nodepool_limit", "karpenter_nodepool_usage", "karpenter_nodepool_usage_pct"} | ||
nodePool.Spec.Limits = v1beta1.Limits{ | ||
v1.ResourceCPU: resource.MustParse("100"), | ||
v1.ResourceMemory: resource.MustParse("100Mi"), | ||
v1.ResourceEphemeralStorage: resource.MustParse("1000Gi"), | ||
} | ||
nodePool.Status.Resources = v1.ResourceList{ | ||
v1.ResourceCPU: resource.MustParse("10"), | ||
v1.ResourceMemory: resource.MustParse("10Mi"), | ||
v1.ResourceEphemeralStorage: resource.MustParse("100Gi"), | ||
} | ||
ExpectApplied(ctx, env.Client, nodePool) | ||
ExpectReconcileSucceeded(ctx, nodePoolController, client.ObjectKeyFromObject(nodePool)) | ||
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for _, name := range expectedMetrics { | ||
_, found := FindMetricWithLabelValues(name, map[string]string{ | ||
"nodepool": nodePool.GetName(), | ||
}) | ||
Expect(found).To(BeTrue()) | ||
} | ||
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ExpectDeleted(ctx, env.Client, nodePool) | ||
ExpectReconcileSucceeded(ctx, nodePoolController, client.ObjectKeyFromObject(nodePool)) | ||
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for _, name := range expectedMetrics { | ||
_, found := FindMetricWithLabelValues(name, map[string]string{ | ||
"nodepool": nodePool.GetName(), | ||
}) | ||
Expect(found).To(BeFalse()) | ||
} | ||
}) | ||
}) |
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