Automatic merge from submit-queue (batch tested with PRs 56858, 57040, 56979, 57051, 57052). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Add e2e test for custom metrics with Prometheus and Stackdriver
**What this PR does / why we need it**:
Add e2e test for custom metrics in a setup with a container exposing metrics in Prometheus format and prometheus-to-sd sidecar container scraping the metrics and writing them to Stackdriver.
Also some test refactoring for adding new tests more easily (plan to add scale down tests and a test with scaling on two metrics).
**Release note**:
```
NONE
```
Automatic merge from submit-queue (batch tested with PRs 56413, 56322, 56490, 56460, 56487). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Use policy client with explicit version
**What this PR does / why we need it**:
**Which issue(s) this PR fixes** :
Fixes partially #55993
**Special notes for your reviewer**:
/cc @caesarxuchao @sttts
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue (batch tested with PRs 55900, 55995, 55913, 55467, 55376). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Use extensions client with explicit version
**What this PR does / why we need it**:
Extensions client without explicit version has been deprecated, change them to the one with explicit version.
**Which issue(s) this PR fixes**:
Fixes partially #55993
**Special notes for your reviewer**:
**Release note**:
```release-note
NONE
```
Automatic merge from submit-queue (batch tested with PRs 55954, 56037, 55866, 55984, 54994). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Create sig-autoscaling-maintainers alias
Create an alias group for sig-autoscaling.
This will be used by test/e2e/autoscaling/OWNERS.
```release-note
NONE
```
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Regional support in Cluster Autoscaler e2e tests.
**What this PR does / why we need it**:
When calling GKE API and gcloud in Autoscaling e2 tests, take into account that clusters can be regional.
This currently uses MultiZonal as an indicator that cluster is regional, which is suboptimal, but considering that our tests do not work with multizonal clusters at the moment, there is no regression.This should be changed once there is an indicator available that the cluster is regional.
**Release note**:
```
NONE
```
When calling GKE API andd gcloud, take into account
that clusters can be regional.
This currently uses MultiZonal as an indicator that
cluster is regional, which is suboptimal, but considering
that our tests do not work with multizonal clusters
at the moment, there is no regression.
This should be changed once there is an indicator available
that the cluster is regional.
Automatic merge from submit-queue (batch tested with PRs 55394, 55412). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Adds e2e tests for Pod Priority and Preemption in Cluster Autoscaler
This PR adds e2e tests for Pod Priority and Preemption in Clucter Autoscaler:
- shouldn't scale up when expendable pod is created
- should scale up when non expendable pod is created
- shouldn't scale up when expendable pod is preempted
- should scale down when expendable pod is running
- shouldn't scale down when non expendable pod is running
- shouldn't scale up when expendable pod is created
- should scale up when non expendable pod is created
- shouldn't scale up when expendable pod is preempted
- should scale down when expendable pod is running
- shouldn't scale down when non expendable pod is running
Automatic merge from submit-queue (batch tested with PRs 55331, 55272, 55228, 49763, 55242). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
use versiond group clients from client-go
**What this PR does / why we need it**:
Some **Deprecated** group clients are still used, replace them with versioned group clients.
**Which issue this PR fixes**: fixes#49760
**Special notes for your reviewer**:
/assign @caesarxuchao
**Release note**:
```release-note
NONE
```
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Adds e2e tests for Node Autoprovisioning:
This PR adds e2e tests for Node Autoprovisioning: …
- should create new node if there is no node for node selector
Automatic merge from submit-queue (batch tested with PRs 55061, 55157, 55231). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Adds e2e tests for Node Autoprovisioning:
Adds e2e tests for Node Autoprovisioning:
- shouldn't add new node group if not needed
- shouldn't scale up if cores limit too low, should scale up after limit is changed
Automatic merge from submit-queue (batch tested with PRs 53645, 54734, 54586, 55015, 54688). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Fix Incorrect Scale Subresources and HPA e2e ScaleTargetRefs
The HPA e2es failed to actually set `apiVersion` on the created HPAs, which previous was ignored. Since the polymorphic scale client was merged, this behavior is no longer tolerated (it was never correct to begin with, but it accidentally worked).
Additionally, the `apps` resources have their own version of scale. Until `apps/v1beta1` and `apps/v1beta2` go away, we need to support those versions in the scale client.
Together, these broke some of the HPA e2es.
Fixes#54574
```release-note
NONE
```
Previously, the HPA controller ignored APIVersion when resolving the
scale subresource for a kind, meaning if it was set incorrectly in the
HPA's scaleTargetRef, it would not matter. This was the case for
several of the HPA e2e tests.
Since the polymorphic scale client merged, APIVersion now matters. This
updates the HPA e2es to care about APIVersion, by passing kind as a full
GroupVersionKind, and not just a string.
Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Use gcloud for enabling/disabling autoscaling in e2e tests
This removes temporary solution added in #28011 as it's no longer necessary. Should reduce flakes caused by not waiting for master restart after disabling autoscaling.
Automatic merge from submit-queue (batch tested with PRs 50223, 53205). If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Create e2e tests for Custom Metrics - Stackdriver Adapter and HPA based on custom metrics from Stackdriver
**What this PR does / why we need it**:
- Add e2e test for Custom Metrics - Stackdriver Adapter
- Add 2e2 test for HPA based on custom metrics from Stackdriver
- Enable HorizontalPodAutoscalerUseRESTClients option
**Release note**:
```release-note
Horizontal pod autoscaler uses REST clients through the kube-aggregator instead of the legacy client through the API server proxy.
```
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Clean up in `cluster_size_autoscaling.go`
**What this PR does / why we need it**:
Fix `golint` errors.
**Release note**:
```release-note
NONE
```
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Disable autoscaling before removing autoscaled node pool
This is to prevent flakes due to API calls failing in AfterEach during master restart, which is triggered by deleting an autoscaled node pool. Adding disable call before deleting node pool should prevent this as we'll wait for master restart in disableAutoscaler function.
While it may be faster to wait after deletion of autoscaled node pools, this is less complex and will be easier to remove in the future when changing autoscaling setttings no longer triggers master restart.
