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Signed-off-by: Andrea Lamparelli <[email protected]> Signed-off-by: Ricardo M. Oliveira <[email protected]>
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# If anyone changes or improve the following tests for Model Registry, please | ||
# consider reflecting the same changes on https://github.com/kubeflow/model-registry | ||
name: Deploy and test Kubeflow Model Registry | ||
on: | ||
pull_request: | ||
paths: | ||
- apps/model-registry/upstream/** | ||
- tests/gh-actions/kind-cluster.yaml | ||
- tests/gh-actions/install_istio.sh | ||
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jobs: | ||
build-kfmr: | ||
runs-on: ubuntu-latest | ||
steps: | ||
- name: Checkout | ||
uses: actions/checkout@v4 | ||
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- name: Install KinD | ||
run: ./tests/gh-actions/install_kind.sh | ||
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- name: Create KinD Cluster | ||
run: kind create cluster --config tests/gh-actions/kind-cluster.yaml | ||
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- name: Install kustomize | ||
run: ./tests/gh-actions/install_kustomize.sh | ||
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- name: Install Istio | ||
run: ./tests/gh-actions/install_istio.sh | ||
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- name: Create kubeflow namespace | ||
run: kustomize build common/kubeflow-namespace/base | kubectl apply -f - | ||
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- name: Build & Apply KF Model Registry manifests | ||
run: | | ||
kustomize build apps/model-registry/upstream/overlays/db | kubectl apply -f - | ||
kustomize build apps/model-registry/upstream/options/istio | kubectl apply -f - | ||
- name: Test KF Model Registry deployment | ||
run: | | ||
echo "Waiting for all Model Registry Pods to become ready..." | ||
kubectl wait --for=condition=available -n kubeflow deployment/model-registry-db --timeout=600s | ||
kubectl wait --for=condition=available -n kubeflow deployment/model-registry-deployment --timeout=600s |
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approvers: | ||
- tarilabs | ||
- rareddy | ||
- Tomcli | ||
reviewers: | ||
- tarilabs | ||
- rareddy | ||
- Tomcli |
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# Install Kubeflow Model Registry | ||
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This folder contains [Kubeflow Model Registry](https://www.kubeflow.org/docs/components/model-registry/installation/) Kustomize manifests | ||
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## Installation | ||
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To install Kubeflow Model Registry, follow [Kubeflow Model Registry deployment documentation](https://www.kubeflow.org/docs/components/model-registry/installation/) | ||
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The following instructions will summarize how to deploy Model Registry as separate component in the context of a default Kubeflow >=1.8 installation. | ||
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```bash | ||
kubectl apply -k overlays/db | ||
``` | ||
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As the default Kubeflow installation provides an Istio mesh, apply the necessary manifests: | ||
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```bash | ||
kubectl apply -k options/istio | ||
``` | ||
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Check everything is up and running: | ||
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```bash | ||
kubectl wait --for=condition=available -n kubeflow deployment/model-registry-deployment --timeout=2m | ||
kubectl logs -n kubeflow deployment/model-registry-deployment | ||
``` | ||
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Optionally, you can also port-forward the REST API container port of Model Registry to interact with it from your terminal: | ||
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```bash | ||
kubectl port-forward svc/model-registry-service -n kubeflow 8081:8080 | ||
``` | ||
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And then, from another terminal: | ||
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```bash | ||
curl -sX 'GET' \ | ||
'http://localhost:8081/api/model_registry/v1alpha3/registered_models?pageSize=100&orderBy=ID&sortOrder=DESC' \ | ||
-H 'accept: application/json' | jq | ||
``` | ||
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## Usage | ||
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For a basic usage of the Kubeflow Model Registry, follow the [Kubeflow Model Registry getting started documentation](https://www.kubeflow.org/docs/components/model-registry/getting-started/) | ||
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## Uninstall | ||
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To uninstall the Kubeflow Model Registry run: | ||
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```bash | ||
# Delete istio options | ||
kubectl delete -k options/istio | ||
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# Delete model registry db and deployment | ||
kubectl delete -k overlays/db | ||
``` |
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