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8 changes: 8 additions & 0 deletions cluster-autoscaler/cloudprovider/azure/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -68,6 +68,14 @@ or to autoscale multiple VM scale sets:
- --nodes=1:10:k8s-nodepool-2-vmss
```

To allow scaling similar node pools simultaneously, or when using separate node groups per zone and to keep nodes balanced across zones, use the `--balance-similar-node-groups` flag. Add it to the `command` section to enable it:

```yaml
- --balance-similar-node-groups=true
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@feiskyer do you know if this flag defaults to true?

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the default value is false.

```

See the [FAQ](https://github.com/kubernetes/autoscaler/blob/master/cluster-autoscaler/FAQ.md#im-running-cluster-with-nodes-in-multiple-zones-for-ha-purposes-is-that-supported-by-cluster-autoscaler) for more details.

Save the updated deployment manifest, then deploy cluster-autoscaler by running:

```sh
Expand Down
6 changes: 6 additions & 0 deletions cluster-autoscaler/main.go
Original file line number Diff line number Diff line change
Expand Up @@ -30,13 +30,15 @@ import (
"time"

metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/autoscaler/cluster-autoscaler/cloudprovider/azure"
cloudBuilder "k8s.io/autoscaler/cluster-autoscaler/cloudprovider/builder"
"k8s.io/autoscaler/cluster-autoscaler/config"
"k8s.io/autoscaler/cluster-autoscaler/core"
"k8s.io/autoscaler/cluster-autoscaler/estimator"
"k8s.io/autoscaler/cluster-autoscaler/expander"
"k8s.io/autoscaler/cluster-autoscaler/metrics"
ca_processors "k8s.io/autoscaler/cluster-autoscaler/processors"
"k8s.io/autoscaler/cluster-autoscaler/processors/nodegroupset"
"k8s.io/autoscaler/cluster-autoscaler/utils/errors"
kube_util "k8s.io/autoscaler/cluster-autoscaler/utils/kubernetes"
"k8s.io/autoscaler/cluster-autoscaler/utils/units"
Expand Down Expand Up @@ -285,6 +287,10 @@ func buildAutoscaler() (core.Autoscaler, error) {

processors := ca_processors.DefaultProcessors()
processors.PodListProcessor = core.NewFilterOutSchedulablePodListProcessor()
if autoscalingOptions.CloudProviderName == azure.ProviderName {
processors.NodeGroupSetProcessor = &nodegroupset.BalancingNodeGroupSetProcessor{
Comparator: nodegroupset.IsAzureNodeInfoSimilar}
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this overrides the node comparator for Azure

}

opts := core.AutoscalerOptions{
AutoscalingOptions: autoscalingOptions,
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,45 @@
/*
Copyright 2018 The Kubernetes 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 nodegroupset

import (
schedulernodeinfo "k8s.io/kubernetes/pkg/scheduler/nodeinfo"
)

// AzureNodepoolLabel is a label specifying which Azure node pool a particular node belongs to.
const AzureNodepoolLabel = "agentpool"

func nodesFromSameAzureNodePool(n1, n2 *schedulernodeinfo.NodeInfo) bool {
n1AzureNodePool := n1.Node().Labels[AzureNodepoolLabel]
n2AzureNodePool := n2.Node().Labels[AzureNodepoolLabel]
return n1AzureNodePool != "" && n1AzureNodePool == n2AzureNodePool
}

// IsAzureNodeInfoSimilar compares if two nodes should be considered part of the
// same NodeGroupSet. This is true if they either belong to the same Azure agentpool
// or match usual conditions checked by IsNodeInfoSimilar, even if they have different agentpool labels.
func IsAzureNodeInfoSimilar(n1, n2 *schedulernodeinfo.NodeInfo) bool {
if nodesFromSameAzureNodePool(n1, n2) {
return true
}
azureIgnoredLabels := make(map[string]bool)
for k, v := range ignoredLabels {
azureIgnoredLabels[k] = v
}
azureIgnoredLabels[AzureNodepoolLabel] = true
return IsNodeInfoSimilarIgnoreLabels(n1, n2, azureIgnoredLabels)
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,125 @@
/*
Copyright 2018 The Kubernetes 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 nodegroupset

import (
"testing"

"k8s.io/autoscaler/cluster-autoscaler/cloudprovider"
testprovider "k8s.io/autoscaler/cluster-autoscaler/cloudprovider/test"
"k8s.io/autoscaler/cluster-autoscaler/context"
. "k8s.io/autoscaler/cluster-autoscaler/utils/test"
schedulernodeinfo "k8s.io/kubernetes/pkg/scheduler/nodeinfo"

"github.com/stretchr/testify/assert"
)

func TestIsAzureNodeInfoSimilar(t *testing.T) {
n1 := BuildTestNode("node1", 1000, 2000)
n1.ObjectMeta.Labels["test-label"] = "test-value"
n1.ObjectMeta.Labels["character"] = "thing"
n2 := BuildTestNode("node2", 1000, 2000)
n2.ObjectMeta.Labels["test-label"] = "test-value"
// No node-pool labels.
checkNodesSimilar(t, n1, n2, IsAzureNodeInfoSimilar, false)
// Empty agentpool labels
n1.ObjectMeta.Labels["agentpool"] = ""
n2.ObjectMeta.Labels["agentpool"] = ""
checkNodesSimilar(t, n1, n2, IsAzureNodeInfoSimilar, false)
// Only one non empty
n1.ObjectMeta.Labels["agentpool"] = ""
n2.ObjectMeta.Labels["agentpool"] = "foo"
checkNodesSimilar(t, n1, n2, IsAzureNodeInfoSimilar, false)
// Only one present
delete(n1.ObjectMeta.Labels, "agentpool")
n2.ObjectMeta.Labels["agentpool"] = "foo"
checkNodesSimilar(t, n1, n2, IsAzureNodeInfoSimilar, false)
// Different vales
n1.ObjectMeta.Labels["agentpool"] = "foo1"
n2.ObjectMeta.Labels["agentpool"] = "foo2"
checkNodesSimilar(t, n1, n2, IsAzureNodeInfoSimilar, false)
// Same values
n1.ObjectMeta.Labels["agentpool"] = "foo"
n2.ObjectMeta.Labels["agentpool"] = "foo"
checkNodesSimilar(t, n1, n2, IsAzureNodeInfoSimilar, true)
// Same labels except for agentpool
delete(n1.ObjectMeta.Labels, "character")
n1.ObjectMeta.Labels["agentpool"] = "foo"
n2.ObjectMeta.Labels["agentpool"] = "bar"
checkNodesSimilar(t, n1, n2, IsAzureNodeInfoSimilar, true)
}

func TestFindSimilarNodeGroupsAzureBasic(t *testing.T) {
processor := &BalancingNodeGroupSetProcessor{Comparator: IsAzureNodeInfoSimilar}
basicSimilarNodeGroupsTest(t, processor)
}

func TestFindSimilarNodeGroupsAzureByLabel(t *testing.T) {
processor := &BalancingNodeGroupSetProcessor{Comparator: IsAzureNodeInfoSimilar}
context := &context.AutoscalingContext{}

n1 := BuildTestNode("n1", 1000, 1000)
n2 := BuildTestNode("n2", 2000, 2000)

provider := testprovider.NewTestCloudProvider(nil, nil)
provider.AddNodeGroup("ng1", 1, 10, 1)
provider.AddNodeGroup("ng2", 1, 10, 1)
provider.AddNode("ng1", n1)
provider.AddNode("ng2", n2)

ni1 := schedulernodeinfo.NewNodeInfo()
ni1.SetNode(n1)
ni2 := schedulernodeinfo.NewNodeInfo()
ni2.SetNode(n2)

nodeInfosForGroups := map[string]*schedulernodeinfo.NodeInfo{
"ng1": ni1, "ng2": ni2,
}

ng1, _ := provider.NodeGroupForNode(n1)
ng2, _ := provider.NodeGroupForNode(n2)
context.CloudProvider = provider

// Groups with different cpu and mem are not similar.
similar, err := processor.FindSimilarNodeGroups(context, ng1, nodeInfosForGroups)
assert.NoError(t, err)
assert.Equal(t, similar, []cloudprovider.NodeGroup{})

// Unless we give them nodepool label.
n1.ObjectMeta.Labels["agentpool"] = "foobar"
n2.ObjectMeta.Labels["agentpool"] = "foobar"
similar, err = processor.FindSimilarNodeGroups(context, ng1, nodeInfosForGroups)
assert.NoError(t, err)
assert.Equal(t, similar, []cloudprovider.NodeGroup{ng2})

// Groups with the same cpu and mem are similar if they belong to different pools.
n3 := BuildTestNode("n1", 1000, 1000)
provider.AddNodeGroup("ng3", 1, 10, 1)
provider.AddNode("ng3", n3)
ni3 := schedulernodeinfo.NewNodeInfo()
ni3.SetNode(n3)
nodeInfosForGroups["ng3"] = ni3
ng3, _ := provider.NodeGroupForNode(n3)

n1.ObjectMeta.Labels["agentpool"] = "foobar1"
n2.ObjectMeta.Labels["agentpool"] = "foobar2"
n3.ObjectMeta.Labels["agentpool"] = "foobar3"

similar, err = processor.FindSimilarNodeGroups(context, ng1, nodeInfosForGroups)
assert.NoError(t, err)
assert.Equal(t, similar, []cloudprovider.NodeGroup{ng3})
}
52 changes: 32 additions & 20 deletions cluster-autoscaler/processors/nodegroupset/compare_nodegroups.go
Original file line number Diff line number Diff line change
Expand Up @@ -33,6 +33,13 @@ const (
MaxFreeDifferenceRatio = 0.05
)

var ignoredLabels = map[string]bool{
apiv1.LabelHostname: true,
apiv1.LabelZoneFailureDomain: true,
apiv1.LabelZoneRegion: true,
"beta.kubernetes.io/fluentd-ds-ready": true, // this is internal label used for determining if fluentd should be installed as deamon set. Used for migration 1.8 to 1.9.
}

// NodeInfoComparator is a function that tells if two nodes are from NodeGroups
// similar enough to be considered a part of a single NodeGroupSet.
type NodeInfoComparator func(n1, n2 *schedulernodeinfo.NodeInfo) bool
Expand All @@ -52,12 +59,35 @@ func compareResourceMapsWithTolerance(resources map[apiv1.ResourceName][]resourc
return true
}

func compareLabels(nodes []*schedulernodeinfo.NodeInfo, ignoredLabels map[string]bool) bool {
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refactored this into a function

labels := make(map[string][]string)
for _, node := range nodes {
for label, value := range node.Node().ObjectMeta.Labels {
ignore, _ := ignoredLabels[label]
if !ignore {
labels[label] = append(labels[label], value)
}
}
}
for _, labelValues := range labels {
if len(labelValues) != 2 || labelValues[0] != labelValues[1] {
return false
}
}
return true
}

// IsNodeInfoSimilar returns true if two NodeInfos are similar enough to consider
// that the NodeGroups they come from are part of the same NodeGroupSet. The criteria are
// somewhat arbitrary, but generally we check if resources provided by both nodes
// are similar enough to likely be the same type of machine and if the set of labels
// is the same (except for a pre-defined set of labels like hostname or zone).
func IsNodeInfoSimilar(n1, n2 *schedulernodeinfo.NodeInfo) bool {
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this is a thin wrapper around the existing function that provides the default set of ignored labels for all cloud providers.

return IsNodeInfoSimilarIgnoreLabels(n1, n2, ignoredLabels)
}

// IsNodeInfoSimilarIgnoreLabels returns true if two NodeInfos are similar while ignoring the set of labels provided.
func IsNodeInfoSimilarIgnoreLabels(n1, n2 *schedulernodeinfo.NodeInfo, ignoredLabels map[string]bool) bool {
capacity := make(map[apiv1.ResourceName][]resource.Quantity)
allocatable := make(map[apiv1.ResourceName][]resource.Quantity)
free := make(map[apiv1.ResourceName][]resource.Quantity)
Expand Down Expand Up @@ -91,27 +121,9 @@ func IsNodeInfoSimilar(n1, n2 *schedulernodeinfo.NodeInfo) bool {
if !compareResourceMapsWithTolerance(free, MaxFreeDifferenceRatio) {
return false
}

ignoredLabels := map[string]bool{
apiv1.LabelHostname: true,
apiv1.LabelZoneFailureDomain: true,
apiv1.LabelZoneRegion: true,
"beta.kubernetes.io/fluentd-ds-ready": true, // this is internal label used for determining if fluentd should be installed as deamon set. Used for migration 1.8 to 1.9.
if !compareLabels(nodes, ignoredLabels) {
return false
}

labels := make(map[string][]string)
for _, node := range nodes {
for label, value := range node.Node().ObjectMeta.Labels {
ignore, _ := ignoredLabels[label]
if !ignore {
labels[label] = append(labels[label], value)
}
}
}
for _, labelValues := range labels {
if len(labelValues) != 2 || labelValues[0] != labelValues[1] {
return false
}
}
return true
}