demos_notebook_tests #713
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| name: demos_notebook_tests | |
| on: | |
| workflow_dispatch: | |
| schedule: | |
| # * is a special character in YAML so you have to quote this string | |
| # Run every 8 hours (cron hours should divide 24 equally, otherwise there will be an overlap at the end of the day) | |
| - cron: '0 */4 * * *' | |
| jobs: | |
| demos-notebook-tests: | |
| runs-on: ubuntu-latest | |
| # let's not run this on every fork, change to your fork when developing | |
| if: github.repository == 'mlrun/ce' || github.event_name == 'workflow_dispatch' | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v2 | |
| - name: Extract private key | |
| run: echo "${{ secrets.TEST_SYSTEM_MLRUN_PEM }}" > mlrun.pem | |
| - name: Set permissions on key | |
| run: chmod 400 mlrun.pem | |
| - name: Install sshpass | |
| run: sudo apt-get install -y sshpass | |
| - name: Copy pem to remote machine | |
| run: | | |
| sudo scp -r -o StrictHostKeyChecking=no -i mlrun.pem /home/runner/work/ce ${{ secrets.TEST_SYSTEM_USERNAME }}@${{ secrets.TEST_SYSTEM_IP }}:/home/${{ secrets.TEST_SYSTEM_USERNAME }}/ce | |
| - name: Cleaning instance | |
| run: | | |
| sshpass ssh -o StrictHostKeyChecking=no -i mlrun.pem ${{ secrets.TEST_SYSTEM_USERNAME }}@${{ secrets.TEST_SYSTEM_IP }} <<EOF | |
| # CLEANUP | |
| echo "helm uninstall mlrun-ce" | |
| helm uninstall -n mlrun mlrun-ce || echo true | |
| echo "helm uninstall monitoring" | |
| helm uninstall -n mlrun monitoring || echo true | |
| echo "delete pv, pvc from mlrun" | |
| kubectl delete all --all -n mlrun | |
| echo "deleting mlrun namepsace"; | |
| kubectl delete namespace mlrun || echo true | |
| EOF | |
| - name: Creating mlrun namespace | |
| run: | | |
| sshpass ssh -o StrictHostKeyChecking=no -i mlrun.pem ${{ secrets.TEST_SYSTEM_USERNAME }}@${{ secrets.TEST_SYSTEM_IP }} <<EOF | |
| echo "create mlrun namepsace" | |
| kubectl create namespace mlrun | |
| echo "k8s namespaces - $(kubectl get namespace)" | |
| EOF | |
| - name: Creating docker registry secret | |
| run: | | |
| sshpass ssh -o StrictHostKeyChecking=no -i mlrun.pem ${{ secrets.TEST_SYSTEM_USERNAME }}@${{ secrets.TEST_SYSTEM_IP }} <<EOF | |
| kubectl --namespace mlrun create secret docker-registry registry-credentials \ | |
| --docker-server ${{ secrets.TEST_SYSTEM_DOCKER_SERVER }} \ | |
| --docker-username ${{ secrets.TEST_SYSTEM_DOCKER_USERNAME }} \ | |
| --docker-email=${{ secrets.TEST_SYSTEM_DOCKER_EMAIL }} \ | |
| --docker-password=${{ secrets.TEST_SYSTEM_DOCKER_PASSWORD }} | |
| EOF | |
| - name: CE installation | |
| run: | | |
| # CE INSTALLATION | |
| sshpass ssh -o StrictHostKeyChecking=no -i mlrun.pem ${{ secrets.TEST_SYSTEM_USERNAME }}@${{ secrets.TEST_SYSTEM_IP }} <<EOF | |
| echo $(pwd) | |
| cd ce/ce/charts/mlrun-ce | |
| echo $(ls) | |
| echo "helm dependency update" | |
| helm dependency update | |
| echo "installing community edition" | |
| helm install mlrun-ce --namespace mlrun \ | |
| --set minio.resources.requests.memory="128Mi" \ | |
| --set jupyterNotebook.persistence.size="1Gi" \ | |
| --set mlrun.db.persistence.size="1Gi" \ | |
| --set mlrun.api.persistence.size="1Gi" \ | |
| --set mpi-operator.deployment.create="true" \ | |
| --set global.registry.url=${{ secrets.TEST_SYSTEM_DOCKER_URL }} --set global.registry.secretName=registry-credentials \ | |
| --set global.externalHostAddress=${{ secrets.TEST_SYSTEM_IP }} \ | |
| --set nuclio.dashboard.externalIPAddresses[0]=${{ secrets.TEST_SYSTEM_IP }} \ | |
| --wait --debug --timeout=1h . | |
| EOF | |
| - name: Run demos from Jupyter pod notebook - news_article_nlp | |
| uses: appleboy/[email protected] | |
| with: | |
| host: ${{ secrets.TEST_SYSTEM_IP }} | |
| username: ${{ secrets.TEST_SYSTEM_USERNAME }} | |
| key: ${{ secrets.TEST_SYSTEM_MLRUN_PEM }} | |
| command_timeout: 20m | |
| script: | | |
| jupyter_pod=$(kubectl -n mlrun get pods -o name | grep jupyter | head -n 1 | cut -d / -f 2) | |
| kubectl exec -n mlrun $jupyter_pod -- /bin/sh -c "jupyter nbconvert --to notebook --execute /home/jovyan/demos/news-article-nlp/news_article_nlp.ipynb --ExecutePreprocessor.kernel_name=python3 --output=/home/jovyan/demos/mask-detection/1-news-article-nlp.ipynb" | |
| - name: Run demos from Jupyter pod notebook - 1-training-and-evaluation.ipynb | |
| uses: appleboy/[email protected] | |
| with: | |
| host: ${{ secrets.TEST_SYSTEM_IP }} | |
| username: ${{ secrets.TEST_SYSTEM_USERNAME }} | |
| key: ${{ secrets.TEST_SYSTEM_MLRUN_PEM }} | |
| command_timeout: 20m | |
| script: | | |
| jupyter_pod=$(kubectl -n mlrun get pods -o name | grep jupyter | head -n 1 | cut -d / -f 2) | |
| kubectl exec -n mlrun $jupyter_pod -- /bin/sh -c "jupyter nbconvert --to notebook --execute /home/jovyan/demos/mask-detection/1-training-and-evaluation.ipynb --ExecutePreprocessor.kernel_name=python3 --output=/home/jovyan/demos/mask-detection/1-training-and-evaluation.ipynb" | |
| - name: Run demos from Jupyter pod notebook - 2-serving.ipynb | |
| uses: appleboy/[email protected] | |
| with: | |
| host: ${{ secrets.TEST_SYSTEM_IP }} | |
| username: ${{ secrets.TEST_SYSTEM_USERNAME }} | |
| key: ${{ secrets.TEST_SYSTEM_MLRUN_PEM }} | |
| command_timeout: 20m | |
| script: | | |
| jupyter_pod=$(kubectl -n mlrun get pods -o name | grep jupyter | head -n 1 | cut -d / -f 2) | |
| kubectl exec -n mlrun $jupyter_pod -- /bin/sh -c "jupyter nbconvert --to notebook --execute /home/jovyan/demos/mask-detection/2-serving.ipynb --ExecutePreprocessor.kernel_name=python3 --output=/home/jovyan/demos/mask-detection/2-serving.ipynb" | |
| - name: Run demos from Jupyter pod notebook - 3-automatic-pipeline.ipynb | |
| uses: appleboy/[email protected] | |
| with: | |
| host: ${{ secrets.TEST_SYSTEM_IP }} | |
| username: ${{ secrets.TEST_SYSTEM_USERNAME }} | |
| key: ${{ secrets.TEST_SYSTEM_MLRUN_PEM }} | |
| command_timeout: 20m | |
| script: | | |
| jupyter_pod=$(kubectl -n mlrun get pods -o name | grep jupyter | head -n 1 | cut -d / -f 2) | |
| kubectl exec -n mlrun $jupyter_pod -- /bin/sh -c "jupyter nbconvert --to notebook --execute /home/jovyan/demos/mask-detection/3-automatic-pipeline.ipynb --ExecutePreprocessor.kernel_name=python3 --output=/home/jovyan/demos/mask-detection/3-automatic-pipeline.ipynb" | |
| - name: Deleting junk | |
| if: ${{ always() }} | |
| run: | | |
| sshpass ssh -o StrictHostKeyChecking=no -i mlrun.pem ${{ secrets.TEST_SYSTEM_USERNAME }}@${{ secrets.TEST_SYSTEM_IP }} <<EOF | |
| rm -rf /home/ubuntu/ce | |
| EOF | |
| rm -rf mlrun.pem |