az ml environment create is not working in github actions. #28911
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Ioannis-Mykelos
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Hi @Ioannis-Mykelos, 2.59.0 is not the latest Azure CLI(2.60.0). If you haven't already attempted to do so, please upgrade to the latest Azure CLI version by following https://learn.microsoft.com/en-us/cli/azure/update-azure-cli. |
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@Ioannis-Mykelos - yml and debug logs are matching, as per workflow file, you using CLI V1 [az extension add -n azure-cli-ml --yes]. @subesokun - Can you please confirm if you are using Linux, data mount is a preview feature and only supported on linux https://learn.microsoft.com/en-us/cli/azure/ml/data?view=azure-cli-latest#az-ml-data-mount |
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@subesokun - |
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After |
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Just for the sake of knowledge transfer. You need 2 things to make it work: 1. the yml file below # This workflow will build and push a Docker container to the Environments (in Azure ML studio).
name: Build & register an Env in AML Studio.
# Enable a workflow to be triggered manually using the GitHub API, GitHub CLI, or GitHub browser interface.
on: workflow_dispatch
env:
CONTAINER_NAME: "${{ secrets.RESOURCE_GROUP_NAME }}-env"
permissions:
id-token: write
contents: read
jobs:
build-and-deploy:
runs-on: ubuntu-latest
environment: Development # This is the name of the Environment you will create in this Repository.
name: Build & register environment # This name will be displayed in the Actions tab of the repository.
steps:
- name: Checkout repo
uses: actions/checkout@v3
- name: Log in with Azure # Need to create federated credentials in App registration in Azure AD.
uses: azure/login@v1
with:
tenant-id: ${{ secrets.TENANT_ID }} # Tenant-id of the App Registration
subscription-id: ${{ secrets.SUBSCRIPTION_ID}} # Sub id, for dev, test, or prod
client-id: "${{ secrets.CLIENT_ID}}" # Clinet-id of the App Registration
- name: Log in to Azure container registry
uses: azure/docker-login@v1
with:
username: ${{ secrets.REGISTRY_USERNAME }}
password: ${{ secrets.REGISTRY_PASSWORD }}
login-server: "${{ secrets.AZURE_CONTAINER_REGISTRY_NAME }}" # ensure your login-server matches the fully qualified path to your image
- name: Build and push container image to registry
run: |
DOCKER_BUILDKIT=1 docker build \
-t "${{env.CONTAINER_NAME}}" \
-f docker/Dockerfile.environment \
--build-arg ssh_prv_key="${{ secrets.FEEDBACK_ANALYZER_DEPLOYKEY }}" \
--build-arg ssh_prv_key_sub="${{ secrets.FEEDBACK_ANALYZER_DEPLOYKEY }}" \
--build-arg ssh_ml_utils="${{ secrets.FEEDBACK_ANALYZER_DEPLOYKEY }}" \
--build-arg git_branch_name="${{ github.ref_name }}" \
--build-arg git_repository_name="${{ github.event.repository.name }}" .
docker tag "${{env.CONTAINER_NAME}}" "${{ vars.AZURE_CONTAINER_REGISTRY_NAME }}/environments/${{env.CONTAINER_NAME}}:latest"
docker push "${{ vars.AZURE_CONTAINER_REGISTRY_NAME }}/environments/${{env.CONTAINER_NAME}}:latest"
- name: Run Azure CLI script
uses: azure/CLI@v2
with:
azcliversion: 2.53.1
inlineScript: |
echo "-- Checking and registering the environment in Azure ML Studio --"
az extension add -n ml --yes
if az ml environment list -w "${{ secrets.WORKSPACE_NAME }}" -g "${{ secrets.RESOURCE_GROUP }}" -o table | grep -q "${{env.CONTAINER_NAME}}"; then echo "Environment already registered!!!"; else az ml environment create --name "${{env.CONTAINER_NAME}}" -i "${{ env.CONTAINER_NAME }}/environments/${{env.CONTAINER_NAME}}:latest" -w "${{ secrets.WORKSPACE_NAME }}" -g "${{ secrets.RESOURCE_GROUP }}"; fi2. Federated credential And add a federated credential with:
And you create your credential with a name you decide (this name plays no role in authentication) |
Describe the bug
Trying create a step in my GitHub action to:
Related command
The
ymlis the following:All steps are working except the last part, when running the step (name: Run Azure CLI script) of creating the Environment.
Errors
Issue script & Debug output
The results are :
Expected behavior
I am expecting the GitHub action to check if there is a registered environment in the Azure ML studio for the Workspace.
If there is then echo a message, if not then create one (poetry environment registration), according to our poetry file.
Environment Summary
Additional context
No response
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