manifests/tests/katib-controller-overlays-i...

672 lines
15 KiB
Go

package tests_test
import (
"sigs.k8s.io/kustomize/v3/k8sdeps/kunstruct"
"sigs.k8s.io/kustomize/v3/k8sdeps/transformer"
"sigs.k8s.io/kustomize/v3/pkg/fs"
"sigs.k8s.io/kustomize/v3/pkg/loader"
"sigs.k8s.io/kustomize/v3/pkg/plugins"
"sigs.k8s.io/kustomize/v3/pkg/resmap"
"sigs.k8s.io/kustomize/v3/pkg/resource"
"sigs.k8s.io/kustomize/v3/pkg/target"
"sigs.k8s.io/kustomize/v3/pkg/validators"
"testing"
)
func writeKatibControllerOverlaysIstio(th *KustTestHarness) {
th.writeF("/manifests/katib/katib-controller/overlays/istio/katib-ui-virtual-service.yaml", `
apiVersion: networking.istio.io/v1alpha3
kind: VirtualService
metadata:
name: katib-ui
spec:
gateways:
- kubeflow-gateway
hosts:
- '*'
http:
- match:
- uri:
prefix: /katib/
rewrite:
uri: /katib/
route:
- destination:
host: katib-ui.$(namespace).svc.$(clusterDomain)
port:
number: 80
`)
th.writeF("/manifests/katib/katib-controller/overlays/istio/params.yaml", `
varReference:
- path: spec/http/route/destination/host
kind: VirtualService
`)
th.writeK("/manifests/katib/katib-controller/overlays/istio", `
apiVersion: kustomize.config.k8s.io/v1beta1
kind: Kustomization
bases:
- ../../base
resources:
- katib-ui-virtual-service.yaml
configurations:
- params.yaml
`)
th.writeF("/manifests/katib/katib-controller/base/katib-configmap.yaml", `
apiVersion: v1
kind: ConfigMap
metadata:
name: katib-config
data:
metrics-collector-sidecar: |-
{
"StdOut": {
"image": "gcr.io/kubeflow-images-public/katib/v1alpha3/file-metrics-collector"
},
"File": {
"image": "gcr.io/kubeflow-images-public/katib/v1alpha3/file-metrics-collector"
},
"TensorFlowEvent": {
"image": "gcr.io/kubeflow-images-public/katib/v1alpha3/tfevent-metrics-collector"
}
}
suggestion: |-
{
"random": {
"image": "gcr.io/kubeflow-images-public/katib/v1alpha3/suggestion-hyperopt"
},
"grid": {
"image": "gcr.io/kubeflow-images-public/katib/v1alpha3/suggestion-chocolate"
},
"hyperband": {
"image": "gcr.io/kubeflow-images-public/katib/v1alpha3/suggestion-hyperband"
},
"bayesianoptimization": {
"image": "gcr.io/kubeflow-images-public/katib/v1alpha3/suggestion-skopt"
},
"tpe": {
"image": "gcr.io/kubeflow-images-public/katib/v1alpha3/suggestion-hyperopt"
},
"nasrl": {
"image": "gcr.io/kubeflow-images-public/katib/v1alpha3/suggestion-nasrl"
}
}
`)
th.writeF("/manifests/katib/katib-controller/base/katib-controller-deployment.yaml", `
apiVersion: apps/v1
kind: Deployment
metadata:
name: katib-controller
labels:
app: katib-controller
spec:
replicas: 1
selector:
matchLabels:
app: katib-controller
template:
metadata:
labels:
app: katib-controller
spec:
serviceAccountName: katib-controller
containers:
- name: katib-controller
image: gcr.io/kubeflow-images-public/katib/v1alpha3/katib-controller
imagePullPolicy: IfNotPresent
command: ["./katib-controller"]
ports:
- containerPort: 443
name: webhook
protocol: TCP
env:
- name: KATIB_CORE_NAMESPACE
valueFrom:
fieldRef:
fieldPath: metadata.namespace
volumeMounts:
- mountPath: /tmp/cert
name: cert
readOnly: true
volumes:
- name: cert
secret:
defaultMode: 420
secretName: katib-controller
`)
th.writeF("/manifests/katib/katib-controller/base/katib-controller-rbac.yaml", `
kind: ClusterRole
apiVersion: rbac.authorization.k8s.io/v1
metadata:
name: katib-controller
rules:
- apiGroups:
- ""
resources:
- configmaps
- serviceaccounts
- services
- secrets
- events
- namespaces
verbs:
- "*"
- apiGroups:
- ""
resources:
- pods
- pods/log
- pods/status
verbs:
- "*"
- apiGroups:
- apps
resources:
- deployments
verbs:
- "*"
- apiGroups:
- batch
resources:
- jobs
- cronjobs
verbs:
- "*"
- apiGroups:
- apiextensions.k8s.io
resources:
- customresourcedefinitions
verbs:
- create
- get
- apiGroups:
- admissionregistration.k8s.io
resources:
- validatingwebhookconfigurations
- mutatingwebhookconfigurations
verbs:
- '*'
- apiGroups:
- kubeflow.org
resources:
- experiments
- experiments/status
- trials
- trials/status
- suggestions
- suggestions/status
verbs:
- "*"
- apiGroups:
- kubeflow.org
resources:
- tfjobs
- pytorchjobs
verbs:
- "*"
---
apiVersion: v1
kind: ServiceAccount
metadata:
name: katib-controller
---
kind: ClusterRoleBinding
apiVersion: rbac.authorization.k8s.io/v1
metadata:
name: katib-controller
roleRef:
apiGroup: rbac.authorization.k8s.io
kind: ClusterRole
name: katib-controller
subjects:
- kind: ServiceAccount
name: katib-controller
`)
th.writeF("/manifests/katib/katib-controller/base/katib-controller-secret.yaml", `
apiVersion: v1
kind: Secret
metadata:
name: katib-controller
`)
th.writeF("/manifests/katib/katib-controller/base/katib-controller-service.yaml", `
apiVersion: v1
kind: Service
metadata:
name: katib-controller
spec:
ports:
- port: 443
protocol: TCP
targetPort: 443
selector:
app: katib-controller
`)
th.writeF("/manifests/katib/katib-controller/base/katib-db-deployment.yaml", `
apiVersion: apps/v1
kind: Deployment
metadata:
name: katib-db
labels:
app: katib
component: db
spec:
replicas: 1
selector:
matchLabels:
app: katib
component: db
template:
metadata:
name: katib-db
labels:
app: katib
component: db
spec:
containers:
- name: katib-db
image: mysql:8.0.3
args:
- --datadir
- /var/lib/mysql/datadir
env:
- name: MYSQL_ROOT_PASSWORD
valueFrom:
secretKeyRef:
name: katib-db-secrets
key: MYSQL_ROOT_PASSWORD
- name: MYSQL_ALLOW_EMPTY_PASSWORD
value: "true"
- name: MYSQL_DATABASE
value: "katib"
ports:
- name: dbapi
containerPort: 3306
readinessProbe:
exec:
command:
- "/bin/bash"
- "-c"
- "mysql -D $$MYSQL_DATABASE -p$$MYSQL_ROOT_PASSWORD -e 'SELECT 1'"
initialDelaySeconds: 5
periodSeconds: 2
timeoutSeconds: 1
volumeMounts:
- name: katib-mysql
mountPath: /var/lib/mysql
volumes:
- name: katib-mysql
persistentVolumeClaim:
claimName: katib-mysql
`)
th.writeF("/manifests/katib/katib-controller/base/katib-db-pvc.yaml", `
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
name: katib-mysql
spec:
accessModes:
- ReadWriteOnce
resources:
requests:
storage: 10Gi
`)
th.writeF("/manifests/katib/katib-controller/base/katib-db-secret.yaml", `
apiVersion: v1
kind: Secret
type: Opaque
metadata:
name: katib-db-secrets
data:
MYSQL_ROOT_PASSWORD: dGVzdA== # "test"
`)
th.writeF("/manifests/katib/katib-controller/base/katib-db-service.yaml", `
apiVersion: v1
kind: Service
metadata:
name: katib-db
labels:
app: katib
component: db
spec:
type: ClusterIP
ports:
- port: 3306
protocol: TCP
name: dbapi
selector:
app: katib
component: db
`)
th.writeF("/manifests/katib/katib-controller/base/katib-manager-deployment.yaml", `
apiVersion: apps/v1
kind: Deployment
metadata:
name: katib-manager
labels:
app: katib
component: manager
spec:
replicas: 1
selector:
matchLabels:
app: katib
component: manager
template:
metadata:
name: katib-manager
labels:
app: katib
component: manager
spec:
containers:
- name: katib-manager
image: gcr.io/kubeflow-images-public/katib/v1alpha3/katib-manager
imagePullPolicy: IfNotPresent
env:
- name : DB_NAME
value: "mysql"
- name: DB_PASSWORD
valueFrom:
secretKeyRef:
name: katib-db-secrets
key: MYSQL_ROOT_PASSWORD
command:
- './katib-manager'
ports:
- name: api
containerPort: 6789
readinessProbe:
exec:
command: ["/bin/grpc_health_probe", "-addr=:6789"]
initialDelaySeconds: 5
livenessProbe:
exec:
command: ["/bin/grpc_health_probe", "-addr=:6789"]
initialDelaySeconds: 10
`)
th.writeF("/manifests/katib/katib-controller/base/katib-manager-rest-deployment.yaml", `
apiVersion: apps/v1
kind: Deployment
metadata:
name: katib-manager-rest
labels:
app: katib
component: manager-rest
spec:
replicas: 1
selector:
matchLabels:
app: katib
component: manager-rest
template:
metadata:
name: katib-manager-rest
labels:
app: katib
component: manager-rest
spec:
containers:
- name: katib-manager-rest
image: gcr.io/kubeflow-images-public/katib/v1alpha3/katib-manager-rest
imagePullPolicy: IfNotPresent
command:
- './katib-manager-rest'
ports:
- name: api
containerPort: 80
`)
th.writeF("/manifests/katib/katib-controller/base/katib-manager-rest-service.yaml", `
apiVersion: v1
kind: Service
metadata:
name: katib-manager-rest
labels:
app: katib
component: manager-rest
spec:
type: ClusterIP
ports:
- port: 80
protocol: TCP
name: api
selector:
app: katib
component: manager-rest
`)
th.writeF("/manifests/katib/katib-controller/base/katib-manager-service.yaml", `
apiVersion: v1
kind: Service
metadata:
name: katib-manager
labels:
app: katib
component: manager
spec:
type: ClusterIP
ports:
- port: 6789
protocol: TCP
name: api
selector:
app: katib
component: manager
`)
th.writeF("/manifests/katib/katib-controller/base/katib-ui-deployment.yaml", `
apiVersion: apps/v1
kind: Deployment
metadata:
name: katib-ui
labels:
app: katib
component: ui
spec:
replicas: 1
selector:
matchLabels:
app: katib
component: ui
template:
metadata:
name: katib-ui
labels:
app: katib
component: ui
spec:
containers:
- name: katib-ui
image: gcr.io/kubeflow-images-public/katib/v1alpha3/katib-ui
imagePullPolicy: IfNotPresent
command:
- './katib-ui'
env:
- name: KATIB_CORE_NAMESPACE
valueFrom:
fieldRef:
fieldPath: metadata.namespace
ports:
- name: ui
containerPort: 80
serviceAccountName: katib-ui
`)
th.writeF("/manifests/katib/katib-controller/base/katib-ui-rbac.yaml", `
kind: ClusterRole
apiVersion: rbac.authorization.k8s.io/v1
metadata:
name: katib-ui
rules:
- apiGroups:
- ""
resources:
- configmaps
verbs:
- "*"
- apiGroups:
- kubeflow.org
resources:
- experiments
- trials
verbs:
- "*"
---
apiVersion: v1
kind: ServiceAccount
metadata:
name: katib-ui
---
kind: ClusterRoleBinding
apiVersion: rbac.authorization.k8s.io/v1
metadata:
name: katib-ui
roleRef:
apiGroup: rbac.authorization.k8s.io
kind: ClusterRole
name: katib-ui
subjects:
- kind: ServiceAccount
name: katib-ui
`)
th.writeF("/manifests/katib/katib-controller/base/katib-ui-service.yaml", `
apiVersion: v1
kind: Service
metadata:
name: katib-ui
labels:
app: katib
component: ui
spec:
type: ClusterIP
ports:
- port: 80
protocol: TCP
name: ui
selector:
app: katib
component: ui
`)
th.writeF("/manifests/katib/katib-controller/base/trial-template-configmap.yaml", `
apiVersion: v1
kind: ConfigMap
metadata:
name: trial-template
data:
defaultTrialTemplate.yaml : |-
apiVersion: batch/v1
kind: Job
metadata:
name: {{.Trial}}
namespace: {{.NameSpace}}
spec:
template:
spec:
containers:
- name: {{.Trial}}
image: docker.io/katib/mxnet-mnist-example
command:
- "python"
- "/mxnet/example/image-classification/train_mnist.py"
- "--batch-size=64"
{{- with .HyperParameters}}
{{- range .}}
- "{{.Name}}={{.Value}}"
{{- end}}
{{- end}}
restartPolicy: Never
`)
th.writeF("/manifests/katib/katib-controller/base/params.yaml", `
varReference:
- path: data/config
kind: ConfigMap
- path: data/config
kind: Deployment
- path: metadata/annotations/getambassador.io\/config
kind: Service
`)
th.writeF("/manifests/katib/katib-controller/base/params.env", `
clusterDomain=cluster.local
`)
th.writeK("/manifests/katib/katib-controller/base", `
namespace: kubeflow
resources:
- katib-configmap.yaml
- katib-controller-deployment.yaml
- katib-controller-rbac.yaml
- katib-controller-secret.yaml
- katib-controller-service.yaml
- katib-db-deployment.yaml
- katib-db-pvc.yaml
- katib-db-secret.yaml
- katib-db-service.yaml
- katib-manager-deployment.yaml
- katib-manager-rest-deployment.yaml
- katib-manager-rest-service.yaml
- katib-manager-service.yaml
- katib-ui-deployment.yaml
- katib-ui-rbac.yaml
- katib-ui-service.yaml
- trial-template-configmap.yaml
configMapGenerator:
- name: katib-parameters
env: params.env
generatorOptions:
disableNameSuffixHash: true
images:
- name: gcr.io/kubeflow-images-public/katib/v1alpha3/katib-controller
newTag: 7ade03b
- name: gcr.io/kubeflow-images-public/katib/v1alpha3/katib-manager
newTag: 7ade03b
- name: gcr.io/kubeflow-images-public/katib/v1alpha3/katib-manager-rest
newTag: 7ade03b
- name: gcr.io/kubeflow-images-public/katib/v1alpha3/katib-ui
newTag: 7ade03b
- name: mysql
newTag: 8.0.3
vars:
- name: clusterDomain
objref:
kind: ConfigMap
name: katib-parameters
apiVersion: v1
fieldref:
fieldpath: data.clusterDomain
- name: namespace
objref:
kind: Service
name: katib-ui
apiVersion: v1
fieldref:
fieldpath: metadata.namespace
configurations:
- params.yaml
`)
}
func TestKatibControllerOverlaysIstio(t *testing.T) {
th := NewKustTestHarness(t, "/manifests/katib/katib-controller/overlays/istio")
writeKatibControllerOverlaysIstio(th)
m, err := th.makeKustTarget().MakeCustomizedResMap()
if err != nil {
t.Fatalf("Err: %v", err)
}
expected, err := m.AsYaml()
if err != nil {
t.Fatalf("Err: %v", err)
}
targetPath := "../katib/katib-controller/overlays/istio"
fsys := fs.MakeRealFS()
lrc := loader.RestrictionRootOnly
_loader, loaderErr := loader.NewLoader(lrc, validators.MakeFakeValidator(), targetPath, fsys)
if loaderErr != nil {
t.Fatalf("could not load kustomize loader: %v", loaderErr)
}
rf := resmap.NewFactory(resource.NewFactory(kunstruct.NewKunstructuredFactoryImpl()), transformer.NewFactoryImpl())
pc := plugins.DefaultPluginConfig()
kt, err := target.NewKustTarget(_loader, rf, transformer.NewFactoryImpl(), plugins.NewLoader(pc, rf))
if err != nil {
th.t.Fatalf("Unexpected construction error %v", err)
}
actual, err := kt.MakeCustomizedResMap()
if err != nil {
t.Fatalf("Err: %v", err)
}
th.assertActualEqualsExpected(actual, string(expected))
}