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Check in expected kpt output for Kptfile refactoring
* Per GoogleCloudPlatform/kubeflow-distribution#89 we need to get rid of the legacy partial setters and move to using a KptFile and substitutions. * In preparation for that we want to check in a set of test data that is the result of running our kpt cfg set with a given set of values * This test data will be used to verify that the refactoring to use a KptFile doesn't change the output. * After adding the KptFile we can simply regenerate the testdata and then look at the diff to ensure there are no unexpected changes.
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Jeremy Lewi
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Jul 17, 2020
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"""Regenerate tests.""" | ||
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import fire | ||
import logging | ||
import os | ||
import shutil | ||
import subprocess | ||
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class Generator: | ||
@staticmethod | ||
def write_gcp_kpt(kpt="kpt"): | ||
"""Create test data based on running the kpt commands. | ||
This will allow us to see any diffs if we refactor the commands | ||
""" | ||
repo_root = subprocess.check_output(["git", "rev-parse", "--show-toplevel"]) | ||
repo_root = repo_root.decode() | ||
repo_root = repo_root.strip() | ||
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data_dir = os.path.join(repo_root, "tests", "testdata_gcp_kpt") | ||
if os.path.exists(data_dir): | ||
shutil.rmtree(data_dir) | ||
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logging.info("Removing directory %s", data_dir) | ||
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subdirs = ["v2", "Kptfile"] | ||
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for s in subdirs: | ||
src = os.path.join(repo_root, "gcp", s) | ||
if not os.path.exists(src): | ||
continue | ||
shutil.copytree(src, os.path.join(data_dir, "gcp", s)) | ||
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# Run a bunch of kpt commands. We want to change all the setters | ||
# unique values so we can see how the substitutions play out | ||
setters = { | ||
"gcloud.core.project": "customerProject", | ||
"gcloud.project.projectNumber": "999911112222", | ||
"gcloud.compute.zone": "testZone", | ||
"gcloud.compute.region": "testRegion", | ||
"location": "testLocation", | ||
"name": "testKptName", | ||
"log-firewalls": "kptLogFirewalls", | ||
} | ||
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for k, v in setters.items(): | ||
command = [kpt, "cfg", "set", ".", k, v] | ||
logging.info("Executing:\n%s", " ".join(command)) | ||
subprocess.check_call(command, cwd=data_dir) | ||
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if __name__ == "__main__": | ||
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logging.basicConfig( | ||
level=logging.INFO, | ||
format=('%(levelname)s|%(asctime)s' | ||
'|%(pathname)s|%(lineno)d| %(message)s'), | ||
datefmt='%Y-%m-%dT%H:%M:%S', | ||
) | ||
logging.getLogger().setLevel(logging.INFO) | ||
fire.Fire(Generator) |
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# Alpha: Kubeflow on KCC Installation Guide | ||
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This instruction explains how to set up Kubeflow on top of Config Connector (KCC) and Anthos Service Mesh (ASM). | ||
Compared with the currently documented GCP deployment, this architecture uses KCC instead of Deployment Manager, and service mesh in the form of ASM instead of open source Istio. | ||
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Assume using IAP to protect the kubeflow UI endpoint. | ||
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### Benefits of using KCC | ||
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[KCC](https://cloud.google.com/config-connector) is a Google Kubernetes Engine (GKE) addon that allows you to manage your Google Cloud resources through Kubernetes configuration. | ||
With KCC users can manage their Google Cloud infrastructure the same way as manage Kubernetes applications (Infrastructure as code). | ||
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### Benefits of using ASM | ||
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[ASM](https://cloud.google.com/service-mesh/docs/overview) is a GCP distribution of Istio with more Observability features & Security features. | ||
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## Installation Steps | ||
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#### Step 0: Setup KCC | ||
If you don't have a running KCC controller yet, follow [KCC instructions](https://cloud.google.com/config-connector/docs/how-to/install-upgrade-uninstall) to create a KCC controller for your organization. | ||
We recommend “Namespaced mode” for KCC controller setup. | ||
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From now on assume your KCC controller was hosted in project `kcc-host-project-id`. | ||
Each Project managed by KCC will have a namespace in the KCC cluster named after project id. For example Project “kubeflow-project-id” will linked to a namespace named “kubeflow-project-id” in KCC cluster. | ||
Kfctl | anthoscli | ACP | ||
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#### Step 1: Create GCP resources through KCC | ||
* Install kpt | ||
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``` | ||
gcloud components install kpt alpha | ||
gcloud components update | ||
``` | ||
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* Set project-id / zone / cluster name | ||
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Checkout latest kubeflow/manifests repo; cd manifests/gcp | ||
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Choose a cluster name `export CLUSTER_NAME=choose-name` | ||
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``` | ||
kpt cfg set v2 gcloud.core.project $(gcloud config get-value project) | ||
kpt cfg set v2 cluster-name $(CLUSTER_NAME) | ||
kpt cfg set v2 gcloud.compute.zone $(gcloud config get-value compute/zone) | ||
``` | ||
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* Connect kubectl to KCC cluster | ||
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`gcloud container clusters get-credentials <cluster-name> --zone <> --project <kcc-host-project-id>` | ||
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* Apply CNRM resources | ||
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`kustomize build v2/cnrm | kubectl apply -n <kubeflow-project-id> -f -` | ||
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#### Step 2: Install ASM | ||
Install ASM on the newly created kubeflow cluster `CLUSTER_NAME` | ||
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* Connect kubectl to the new kubeflow cluster `CLUSTER_NAME` | ||
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`gcloud container clusters get-credentials $(CLUSTER_NAME) --zone <> --project <kubeflow-project-id>` | ||
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* [Set credentials and permissions](https://cloud.google.com/service-mesh/docs/gke-install-existing-cluster#set_credentials_and_permissions) | ||
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* [Download istioctl released by GCP](https://cloud.google.com/service-mesh/docs/gke-install-existing-cluster#download_the_installation_file) | ||
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* Run Istioctl (download in previous step) | ||
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`istioctl manifest apply -f v2/asm/istio-operator.yaml` | ||
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#### Step 3: Deploy Kubeflow components | ||
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* [Setup Environment Variables for IAP](https://www.kubeflow.org/docs/gke/deploy/oauth-setup/) | ||
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``` | ||
export CLIENT_ID= | ||
export CLIENT_SECRET= | ||
``` | ||
* Install Kubeflow on the newly created cluster | ||
``` | ||
mkdir $(CLUSTER_NAME) && cd $(CLUSTER_NAME) | ||
kfctl apply -V -f https://raw.githubusercontent.com/kubeflow/manifests/master/kfdef/kfctl_gcp_asm_exp.yaml | ||
``` |
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# Copyright 2020 Google LLC | ||
# | ||
# 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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apiVersion: install.istio.io/v1alpha2 | ||
kind: IstioControlPlane | ||
metadata: | ||
clusterName: "customerProject/testLocation/testKptName" # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"gcloud.core.project","value":"customerProject"},{"name":"name","value":"testKptName"},{"name":"location","value":"testLocation"}]}} | ||
spec: | ||
profile: asm | ||
hub: gcr.io/gke-release/asm | ||
tag: 1.4.7-asm.0 | ||
values: | ||
gateways: | ||
istio-ingressgateway: | ||
type: NodePort | ||
global: | ||
meshID: "customerProject_testLocation_testKptName" # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"gcloud.core.project","value":"customerProject"},{"name":"name","value":"testKptName"},{"name":"location","value":"testLocation"}]}} | ||
trustDomain: "customerProject.svc.id.goog" # {"type":"string","x-kustomize":{"partialSetters":[{"name":"gcloud.core.project","value":"customerProject"}]}} | ||
sds: | ||
token: | ||
aud: "customerProject.svc.id.goog" # {"type":"string","x-kustomize":{"partialSetters":[{"name":"gcloud.core.project","value":"customerProject"}]}} | ||
proxy: | ||
env: | ||
GCP_METADATA: "customerProject|999911112222|testKptName|testZone" # {"type":"string","x-kustomize":{"partialSetters":[{"name":"gcloud.core.project","value":"customerProject"},{"name":"gcloud.project.projectNumber","value":"999911112222"},{"name":"name","value":"testKptName"},{"name":"gcloud.compute.zone","value":"testZone"}]}} | ||
nodeagent: | ||
env: | ||
GKE_CLUSTER_URL: "https://container.googleapis.com/v1/projects/customerProject/locations/testLocation/clusters/testKptName" # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"gcloud.core.project","value":"customerProject"},{"name":"name","value":"testKptName"},{"name":"location","value":"testLocation"}]}} |
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# Copyright 2020 Google LLC | ||
# | ||
# 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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# TODO(kunming): kustomize this config to include all the options we currently offer through DM | ||
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apiVersion: container.cnrm.cloud.google.com/v1beta1 | ||
kind: ContainerCluster | ||
metadata: | ||
clusterName: "customerProject/testZone/testKptName" # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"gcloud.core.project","value":"customerProject"},{"name":"name","value":"testKptName"},{"name":"gcloud.compute.zone","value":"testZone"}]}} | ||
labels: | ||
mesh_id: "customerProject_testZone_testKptName" # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"gcloud.core.project","value":"customerProject"},{"name":"name","value":"testKptName"},{"name":"gcloud.compute.zone","value":"testZone"}]}} | ||
name: testKptName # {"type":"string","x-kustomize":{"setter":{"name":"name","value":"testKptName"}}} | ||
spec: | ||
initialNodeCount: 2 | ||
clusterAutoscaling: | ||
enabled: true | ||
autoProvisioningDefaults: | ||
oauthScopes: | ||
- https://www.googleapis.com/auth/logging.write | ||
- https://www.googleapis.com/auth/monitoring | ||
- https://www.googleapis.com/auth/devstorage.read_only | ||
serviceAccountRef: | ||
name: testKptName-vm # {"type":"string","x-kustomize":{"partialSetters":[{"name":"name","value":"testKptName"}]}} | ||
resourceLimits: | ||
- resourceType: cpu | ||
maximum: 128 | ||
- resourceType: memory | ||
maximum: 2000 | ||
- resourceType: nvidia-tesla-k80 | ||
maximum: 16 | ||
releaseChannel: | ||
# Per https://github.com/GoogleCloudPlatform/k8s-config-connector/issues/194 | ||
# use upper case for the channels | ||
channel: REGULAR | ||
location: testZone # {"type":"string","x-kustomize":{"setBy":"kpt","setter":{"name":"gcloud.compute.zone","value":"testZone"}}} | ||
workloadIdentityConfig: | ||
identityNamespace: customerProject.svc.id.goog # {"type":"string","x-kustomize":{"partialSetters":[{"name":"gcloud.core.project","value":"customerProject"}]}} | ||
loggingService: logging.googleapis.com/kubernetes | ||
monitoringService: monitoring.googleapis.com/kubernetes | ||
nodeConfig: | ||
machineType: n1-standard-8 | ||
metadata: | ||
disable-legacy-endpoints: "true" | ||
oauthScopes: | ||
- https://www.googleapis.com/auth/logging.write | ||
- https://www.googleapis.com/auth/monitoring | ||
- https://www.googleapis.com/auth/devstorage.read_only | ||
serviceAccountRef: | ||
name: testKptName-vm # {"type":"string","x-kustomize":{"partialSetters":[{"name":"name","value":"testKptName"}]}} | ||
workloadMetadataConfig: | ||
nodeMetadata: GKE_METADATA_SERVER |
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tests/testdata_gcp_kpt/gcp/v2/cnrm/cluster/kf-vm-policy.yaml
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apiVersion: iam.cnrm.cloud.google.com/v1beta1 | ||
kind: IAMPolicyMember | ||
metadata: | ||
name: testKptName-vm-logging # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"name","value":"testKptName"}]}} | ||
spec: | ||
member: serviceAccount:testKptName-vm@customerProject.iam.gserviceaccount.com # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"name","value":"testKptName"},{"name":"gcloud.core.project","value":"customerProject"}]}} | ||
role: roles/logging.logWriter | ||
resourceRef: | ||
apiVersion: resourcemanager.cnrm.cloud.google.com/v1beta1 | ||
kind: Project | ||
external: projects/customerProject # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"gcloud.core.project","value":"customerProject"}]}} | ||
--- | ||
apiVersion: iam.cnrm.cloud.google.com/v1beta1 | ||
kind: IAMPolicyMember | ||
metadata: | ||
name: testKptName-vm-policy-monitoring # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"name","value":"testKptName"}]}} | ||
spec: | ||
member: serviceAccount:testKptName-vm@customerProject.iam.gserviceaccount.com # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"name","value":"testKptName"},{"name":"gcloud.core.project","value":"customerProject"}]}} | ||
role: roles/monitoring.metricWriter | ||
resourceRef: | ||
apiVersion: resourcemanager.cnrm.cloud.google.com/v1beta1 | ||
kind: Project | ||
external: projects/customerProject # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"gcloud.core.project","value":"customerProject"}]}} | ||
--- | ||
apiVersion: iam.cnrm.cloud.google.com/v1beta1 | ||
kind: IAMPolicyMember | ||
metadata: | ||
name: testKptName-vm-policy-meshtelemetry # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"name","value":"testKptName"}]}} | ||
spec: | ||
member: serviceAccount:testKptName-vm@customerProject.iam.gserviceaccount.com # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"name","value":"testKptName"},{"name":"gcloud.core.project","value":"customerProject"}]}} | ||
role: roles/meshtelemetry.reporter | ||
resourceRef: | ||
apiVersion: resourcemanager.cnrm.cloud.google.com/v1beta1 | ||
kind: Project | ||
external: projects/customerProject # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"gcloud.core.project","value":"customerProject"}]}} | ||
--- | ||
apiVersion: iam.cnrm.cloud.google.com/v1beta1 | ||
kind: IAMPolicyMember | ||
metadata: | ||
name: testKptName-vm-policy-cloudtrace # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"name","value":"testKptName"}]}} | ||
spec: | ||
member: serviceAccount:testKptName-vm@customerProject.iam.gserviceaccount.com # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"name","value":"testKptName"},{"name":"gcloud.core.project","value":"customerProject"}]}} | ||
role: roles/cloudtrace.agent | ||
resourceRef: | ||
apiVersion: resourcemanager.cnrm.cloud.google.com/v1beta1 | ||
kind: Project | ||
external: projects/customerProject # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"gcloud.core.project","value":"customerProject"}]}} | ||
--- | ||
apiVersion: iam.cnrm.cloud.google.com/v1beta1 | ||
kind: IAMPolicyMember | ||
metadata: | ||
name: testKptName-vm-policy-monitoring-viewer # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"name","value":"testKptName"}]}} | ||
spec: | ||
member: serviceAccount:testKptName-vm@customerProject.iam.gserviceaccount.com # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"name","value":"testKptName"},{"name":"gcloud.core.project","value":"customerProject"}]}} | ||
role: roles/monitoring.viewer | ||
resourceRef: | ||
apiVersion: resourcemanager.cnrm.cloud.google.com/v1beta1 | ||
kind: Project | ||
external: projects/customerProject # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"gcloud.core.project","value":"customerProject"}]}} | ||
--- | ||
apiVersion: iam.cnrm.cloud.google.com/v1beta1 | ||
kind: IAMPolicyMember | ||
metadata: | ||
name: testKptName-vm-policy-storage # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"name","value":"testKptName"}]}} | ||
spec: | ||
member: serviceAccount:testKptName-vm@customerProject.iam.gserviceaccount.com # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"name","value":"testKptName"},{"name":"gcloud.core.project","value":"customerProject"}]}} | ||
role: roles/storage.objectViewer | ||
resourceRef: | ||
apiVersion: resourcemanager.cnrm.cloud.google.com/v1beta1 | ||
kind: Project | ||
external: projects/customerProject # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"gcloud.core.project","value":"customerProject"}]}} |
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# Copyright 2020 Google LLC | ||
# | ||
# 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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apiVersion: iam.cnrm.cloud.google.com/v1beta1 | ||
kind: IAMServiceAccount | ||
metadata: | ||
name: testKptName-vm # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"name","value":"testKptName"}]}} | ||
namespace: "customerProject" # {"type":"string","x-kustomize":{"setBy":"kpt","setter":{"name":"gcloud.core.project","value":"customerProject"}}} | ||
spec: | ||
displayName: kubeflow vm service account |
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tests/testdata_gcp_kpt/gcp/v2/cnrm/cluster/kustomization.yaml
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apiVersion: kustomize.config.k8s.io/v1beta1 | ||
kind: Kustomization | ||
resources: | ||
- cluster.yaml | ||
- kf-vm-policy.yaml | ||
- kf-vm-sa.yaml |
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# Copyright 2020 Google LLC | ||
# | ||
# 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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apiVersion: container.cnrm.cloud.google.com/v1beta1 | ||
kind: ContainerNodePool | ||
metadata: | ||
clusterName: "customerProject/testZone/testKptName" # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"gcloud.core.project","value":"customerProject"},{"name":"name","value":"testKptName"},{"name":"gcloud.compute.zone","value":"testZone"}]}} | ||
name: testKptName-cpu-pool-v1 # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"name","value":"testKptName"}]}} | ||
namespace: "customerProject" # {"type":"string","x-kustomize":{"setter":{"name":"gcloud.core.project","value":"customerProject"}}} | ||
spec: | ||
initialNodeCount: 2 | ||
autoscaling: | ||
minNodeCount: 2 | ||
maxNodeCount: 8 # {"type":"integer","x-kustomize":{"setter":{"name":"max-nodes","value":"8"}}} | ||
nodeConfig: | ||
machineType: n1-standard-8 | ||
minCpuPlatform: 'Intel Broadwell' | ||
metadata: | ||
disable-legacy-endpoints: "true" | ||
serviceAccountRef: | ||
name: testKptName-vm@customerProject.iam.gserviceaccount.com # {"type":"string","x-kustomize":{"setBy":"kpt","partialSetters":[{"name":"name","value":"testKptName"},{"name":"gcloud.core.project","value":"customerProject"}]}} | ||
workloadMetadataConfig: | ||
nodeMetadata: GKE_METADATA_SERVER | ||
clusterRef: | ||
name: testKptName # {"type":"string","x-kustomize":{"setter":{"name":"name","value":"testKptName"}}} |
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