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Setup existing DW tests to run in CFO
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/* | ||
Copyright 2023. | ||
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 odh | ||
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import ( | ||
"os" | ||
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cfosupport "github.com/project-codeflare/codeflare-common/support" | ||
) | ||
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const ( | ||
// The environment variable for namespace where ODH is installed to. | ||
odhNamespaceEnvVar = "ODH_NAMESPACE" | ||
// The environment variable for ODH Notebook ImageStream name | ||
notebookImageStreamName = "NOTEBOOK_IMAGE_STREAM_NAME" | ||
) | ||
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func GetOpenDataHubNamespace() string { | ||
return lookupEnvOrDefault(odhNamespaceEnvVar, "opendatahub") | ||
} | ||
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func GetNotebookImageStreamName(t cfosupport.Test) string { | ||
isName, ok := os.LookupEnv(notebookImageStreamName) | ||
if !ok { | ||
t.T().Fatalf("Expected environment variable %s not found, please use this environment variable to specify what ImageStream to use for Notebook.", notebookImageStreamName) | ||
} | ||
return isName | ||
} | ||
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func lookupEnvOrDefault(key, value string) string { | ||
if v, ok := os.LookupEnv(key); ok { | ||
return v | ||
} | ||
return value | ||
} |
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/* | ||
Copyright 2023. | ||
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 odh | ||
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import ( | ||
"testing" | ||
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. "github.com/onsi/gomega" | ||
cfosupport "github.com/project-codeflare/codeflare-common/support" | ||
mcadv1beta1 "github.com/project-codeflare/multi-cluster-app-dispatcher/pkg/apis/controller/v1beta1" | ||
rayv1alpha1 "github.com/ray-project/kuberay/ray-operator/apis/ray/v1alpha1" | ||
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rbacv1 "k8s.io/api/rbac/v1" | ||
) | ||
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func TestMCADRay(t *testing.T) { | ||
test := cfosupport.With(t) | ||
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// Create a namespace | ||
namespace := test.NewTestNamespace() | ||
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// Test configuration | ||
jupyterNotebookConfigMapFileName := "mnist_ray_mini.ipynb" | ||
config := cfosupport.CreateConfigMap(test, namespace.Name, map[string][]byte{ | ||
// MNIST Ray Notebook | ||
jupyterNotebookConfigMapFileName: ReadFile(test, "resources/mnist_ray_mini.ipynb"), | ||
"mnist.py": ReadFile(test, "resources/mnist.py"), | ||
"requirements.txt": ReadFile(test, "resources/requirements.txt"), | ||
}) | ||
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// Create RBAC, retrieve token for user with limited rights | ||
policyRules := []rbacv1.PolicyRule{ | ||
{ | ||
Verbs: []string{"get", "create", "delete", "list", "patch", "update"}, | ||
APIGroups: []string{mcadv1beta1.GroupName}, | ||
Resources: []string{"appwrappers"}, | ||
}, | ||
{ | ||
Verbs: []string{"get", "list"}, | ||
APIGroups: []string{rayv1alpha1.GroupVersion.Group}, | ||
Resources: []string{"rayclusters", "rayclusters/status"}, | ||
}, | ||
{ | ||
Verbs: []string{"get", "list"}, | ||
APIGroups: []string{"route.openshift.io"}, | ||
Resources: []string{"routes"}, | ||
}, | ||
} | ||
sa := cfosupport.CreateServiceAccount(test, namespace.Name) | ||
role := cfosupport.CreateRole(test, namespace.Name, policyRules) | ||
cfosupport.CreateRoleBinding(test, namespace.Name, sa, role) | ||
token := cfosupport.CreateToken(test, namespace.Name, sa) | ||
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// Create Notebook CR | ||
createNotebook(test, namespace, token, config.Name, jupyterNotebookConfigMapFileName) | ||
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// Make sure the AppWrapper is created and running | ||
test.Eventually(cfosupport.AppWrappers(test, namespace), cfosupport.TestTimeoutLong). | ||
Should( | ||
And( | ||
HaveLen(1), | ||
ContainElement(WithTransform(cfosupport.AppWrapperName, HavePrefix("mnisttest"))), | ||
ContainElement(WithTransform(cfosupport.AppWrapperState, Equal(mcadv1beta1.AppWrapperStateActive))), | ||
), | ||
) | ||
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// Make sure the AppWrapper finishes and is deleted | ||
test.Eventually(cfosupport.AppWrappers(test, namespace), cfosupport.TestTimeoutLong). | ||
Should(HaveLen(0)) | ||
} |
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/* | ||
Copyright 2023. | ||
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 odh | ||
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import ( | ||
"bytes" | ||
"html/template" | ||
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gomega "github.com/onsi/gomega" | ||
cfosupport "github.com/project-codeflare/codeflare-common/support" | ||
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corev1 "k8s.io/api/core/v1" | ||
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" | ||
"k8s.io/apimachinery/pkg/apis/meta/v1/unstructured" | ||
"k8s.io/apimachinery/pkg/runtime/schema" | ||
"k8s.io/apimachinery/pkg/util/yaml" | ||
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imagev1 "github.com/openshift/api/image/v1" | ||
) | ||
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const recommendedTagAnnotation = "opendatahub.io/workbench-image-recommended" | ||
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var notebookResource = schema.GroupVersionResource{Group: "kubeflow.org", Version: "v1", Resource: "notebooks"} | ||
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type NotebookProps struct { | ||
IngressDomain string | ||
OpenShiftApiUrl string | ||
KubernetesBearerToken string | ||
Namespace string | ||
OpenDataHubNamespace string | ||
ImageStreamName string | ||
ImageStreamTag string | ||
NotebookConfigMapName string | ||
NotebookConfigMapFileName string | ||
NotebookPVC string | ||
} | ||
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func createNotebook(test cfosupport.Test, namespace *corev1.Namespace, notebookToken, jupyterNotebookConfigMapName, jupyterNotebookConfigMapFileName string) { | ||
// Create PVC for Notebook | ||
notebookPVC := cfosupport.CreatePersistentVolumeClaim(test, namespace.Name, "10Gi", corev1.ReadWriteOnce) | ||
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// Retrieve ImageStream tag for | ||
is := cfosupport.GetImageStream(test, GetOpenDataHubNamespace(), GetNotebookImageStreamName(test)) | ||
recommendedTagName := getRecommendedImageStreamTag(test, is) | ||
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// Read the Notebook CR from resources and perform replacements for custom values using go template | ||
notebookProps := NotebookProps{ | ||
IngressDomain: cfosupport.GetOpenShiftIngressDomain(test), | ||
OpenShiftApiUrl: cfosupport.GetOpenShiftApiUrl(test), | ||
KubernetesBearerToken: notebookToken, | ||
Namespace: namespace.Name, | ||
OpenDataHubNamespace: GetOpenDataHubNamespace(), | ||
ImageStreamName: GetNotebookImageStreamName(test), | ||
ImageStreamTag: recommendedTagName, | ||
NotebookConfigMapName: jupyterNotebookConfigMapName, | ||
NotebookConfigMapFileName: jupyterNotebookConfigMapFileName, | ||
NotebookPVC: notebookPVC.Name, | ||
} | ||
notebookTemplate, err := files.ReadFile("resources/custom-nb-small.yaml") | ||
test.Expect(err).NotTo(gomega.HaveOccurred()) | ||
parsedNotebookTemplate, err := template.New("notebook").Parse(string(notebookTemplate)) | ||
test.Expect(err).NotTo(gomega.HaveOccurred()) | ||
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// Filter template and store results to the buffer | ||
notebookBuffer := new(bytes.Buffer) | ||
err = parsedNotebookTemplate.Execute(notebookBuffer, notebookProps) | ||
test.Expect(err).NotTo(gomega.HaveOccurred()) | ||
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// Create Notebook CR | ||
notebookCR := &unstructured.Unstructured{} | ||
err = yaml.NewYAMLOrJSONDecoder(notebookBuffer, 8192).Decode(notebookCR) | ||
test.Expect(err).NotTo(gomega.HaveOccurred()) | ||
_, err = test.Client().Dynamic().Resource(notebookResource).Namespace(namespace.Name).Create(test.Ctx(), notebookCR, metav1.CreateOptions{}) | ||
test.Expect(err).NotTo(gomega.HaveOccurred()) | ||
} | ||
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func getRecommendedImageStreamTag(test cfosupport.Test, is *imagev1.ImageStream) (tagName string) { | ||
for _, tag := range is.Spec.Tags { | ||
if tag.Annotations[recommendedTagAnnotation] == "true" { | ||
return tag.Name | ||
} | ||
} | ||
test.T().Fatalf("tag with annotation '%s' not found in ImageStream %s", recommendedTagAnnotation, is.Name) | ||
return | ||
} |
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,77 @@ | ||
/* | ||
Copyright 2023. | ||
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 odh | ||
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import ( | ||
"testing" | ||
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. "github.com/onsi/gomega" | ||
cfosupport "github.com/project-codeflare/codeflare-common/support" | ||
mcadv1beta1 "github.com/project-codeflare/multi-cluster-app-dispatcher/pkg/apis/controller/v1beta1" | ||
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rbacv1 "k8s.io/api/rbac/v1" | ||
) | ||
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func TestMnistPyTorchMCAD(t *testing.T) { | ||
test := cfosupport.With(t) | ||
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// Create a namespace | ||
namespace := test.NewTestNamespace() | ||
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// Test configuration | ||
jupyterNotebookConfigMapFileName := "mnist_mcad_mini.ipynb" | ||
config := cfosupport.CreateConfigMap(test, namespace.Name, map[string][]byte{ | ||
// MNIST MCAD Notebook | ||
jupyterNotebookConfigMapFileName: ReadFile(test, "resources/mnist_mcad_mini.ipynb"), | ||
}) | ||
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// Create RBAC, retrieve token for user with limited rights | ||
policyRules := []rbacv1.PolicyRule{ | ||
{ | ||
Verbs: []string{"get", "create", "delete", "list", "patch", "update"}, | ||
APIGroups: []string{mcadv1beta1.GroupName}, | ||
Resources: []string{"appwrappers"}, | ||
}, | ||
// Needed for job.logs() | ||
{ | ||
Verbs: []string{"get"}, | ||
APIGroups: []string{""}, | ||
Resources: []string{"pods/log"}, | ||
}, | ||
} | ||
sa := cfosupport.CreateServiceAccount(test, namespace.Name) | ||
role := cfosupport.CreateRole(test, namespace.Name, policyRules) | ||
cfosupport.CreateRoleBinding(test, namespace.Name, sa, role) | ||
token := cfosupport.CreateToken(test, namespace.Name, sa) | ||
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// Create Notebook CR | ||
createNotebook(test, namespace, token, config.Name, jupyterNotebookConfigMapFileName) | ||
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// Make sure the AppWrapper is created and running | ||
test.Eventually(cfosupport.AppWrappers(test, namespace), cfosupport.TestTimeoutLong). | ||
Should( | ||
And( | ||
HaveLen(1), | ||
ContainElement(WithTransform(cfosupport.AppWrapperName, HavePrefix("mnistjob"))), | ||
ContainElement(WithTransform(cfosupport.AppWrapperState, Equal(mcadv1beta1.AppWrapperStateActive))), | ||
), | ||
) | ||
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// Make sure the AppWrapper finishes and is deleted | ||
test.Eventually(cfosupport.AppWrappers(test, namespace), cfosupport.TestTimeoutLong). | ||
Should(HaveLen(0)) | ||
} |
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