Tutorial: Deploy a Dapr application to Azure Container Apps using the Azure CLI

Dapr (Distributed Application Runtime) helps developers build resilient, reliable microservices. In this tutorial, a sample Dapr application is deployed to Azure Container Apps.

You learn how to:

• Create a Container Apps environment for your container apps
• Create an Azure Blob Storage state store for the container app
• Deploy two apps that produce and consume messages and persist them in the state store
• Verify the interaction between the two microservices.

With Azure Container Apps, you get a fully managed version of the Dapr APIs when building microservices. When you use Dapr in Azure Container Apps, you can enable sidecars to run next to your microservices that provide a rich set of capabilities. Available Dapr APIs include Service to Service calls, Pub/Sub, Event Bindings, State Stores, and Actors.

In this tutorial, you deploy the same applications from the Dapr Hello World quickstart.

The application consists of:

• A client (Python) container app to generate messages.
• A service (Node) container app to consume and persist those messages in a state store

The following architecture diagram illustrates the components that make up this tutorial:

Setup

To sign in to Azure from the CLI, run the following command and follow the prompts to complete the authentication process.

Bash

az login

Azure PowerShell

Connect-AzAccount

To ensure you're running the latest version of the CLI, run the upgrade command.

Bash

az upgrade

Azure PowerShell

Install-Module -Name Az -Scope CurrentUser -Repository PSGallery -Force

Ignore any warnings about modules currently in use.

Next, install or update the Azure Container Apps extension for the CLI.

If you receive errors about missing parameters when you run az containerapp commands in Azure CLI or cmdlets from the Az.App module in Azure PowerShell, be sure you have the latest version of the Azure Container Apps extension installed.

Bash

az extension add --name containerapp --upgrade

Note

Starting in May 2024, Azure CLI extensions no longer enable preview features by default. To access Container Apps preview features, install the Container Apps extension with --allow-preview true.

az extension add --name containerapp --upgrade --allow-preview true

Azure PowerShell

Install-Module -Name Az.App

Make sure to update the Az.App module to the latest version.

Update-Module -Name Az.App

Now that the current extension or module is installed, register the Microsoft.App and Microsoft.OperationalInsights namespaces.

Bash

az provider register --namespace Microsoft.App

az provider register --namespace Microsoft.OperationalInsights

Azure PowerShell

Register-AzResourceProvider -ProviderNamespace Microsoft.App

Register-AzResourceProvider -ProviderNamespace Microsoft.OperationalInsights

Set environment variables

Set the following environment variables. Replace <PLACEHOLDERS> with your values:

Bash

RESOURCE_GROUP="<RESOURCE_GROUP>"
LOCATION="<LOCATION>"
CONTAINERAPPS_ENVIRONMENT="<CONTAINERAPPS_ENVIRONMENT>"

Azure PowerShell

$ResourceGroupName = '<RESOURCE_GROUP>'
$Location = '<LOCATION>'
$ContainerAppsEnvironment = '<CONTAINERAPPS_ENVIRONMENT>'

Create an Azure resource group

Create a resource group to organize the services related to your container app deployment.

Bash

az group create \
  --name $RESOURCE_GROUP \
  --location "$LOCATION"

Azure PowerShell

New-AzResourceGroup -Location $Location -Name $ResourceGroupName

Create an environment

An environment in Azure Container Apps creates a secure boundary around a group of container apps. Container Apps deployed to the same environment are deployed in the same virtual network and write logs to the same Log Analytics workspace.

To create the environment, run the following command:

Bash

az containerapp env create \
  --name $CONTAINERAPPS_ENVIRONMENT \
  --resource-group $RESOURCE_GROUP \
  --location "$LOCATION"

Azure PowerShell

A Log Analytics workspace is required for the Container Apps environment. The following commands create a Log Analytics workspace and save the workspace ID and primary shared key to environment variables.

$WorkspaceArgs = @{
    Name = 'myworkspace'
    ResourceGroupName = $ResourceGroupName
    Location = $Location
    PublicNetworkAccessForIngestion = 'Enabled'
    PublicNetworkAccessForQuery = 'Enabled'
}
New-AzOperationalInsightsWorkspace @WorkspaceArgs
$WorkspaceId = (Get-AzOperationalInsightsWorkspace -ResourceGroupName $ResourceGroupName -Name $WorkspaceArgs.Name).CustomerId
$WorkspaceSharedKey = (Get-AzOperationalInsightsWorkspaceSharedKey -ResourceGroupName $ResourceGroupName -Name $WorkspaceArgs.Name).PrimarySharedKey

To create the environment, run the following command:

$EnvArgs = @{
    EnvName = $ContainerAppsEnvironment
    ResourceGroupName = $ResourceGroupName
    Location = $Location
    AppLogConfigurationDestination = 'log-analytics'
    LogAnalyticConfigurationCustomerId = $WorkspaceId
    LogAnalyticConfigurationSharedKey = $WorkspaceSharedKey
}

New-AzContainerAppManagedEnv @EnvArgs

Set up a state store

Create an Azure Blob Storage account

With the environment deployed, the next step is to deploy an Azure Blob Storage account that is used by one of the microservices to store data. Before deploying the service, you need to choose a name for the storage account. Storage account names must be unique within Azure, from 3 to 24 characters in length and must contain numbers and lowercase letters only.

Bash

STORAGE_ACCOUNT_NAME="<storage account name>"

Azure PowerShell

$StorageAcctName = '<storage account name>'

Use the following command to create the Azure Storage account.

Bash

az storage account create \
  --name $STORAGE_ACCOUNT_NAME \
  --resource-group $RESOURCE_GROUP \
  --location "$LOCATION" \
  --sku Standard_RAGRS \
  --kind StorageV2

Azure PowerShell

Install-Module Az.Storage

$StorageAcctArgs = @{
    Name = $StorageAcctName
    ResourceGroupName = $ResourceGroupName
    Location = $Location
    SkuName = 'Standard_RAGRS'
    Kind = 'StorageV2'
}
$StorageAccount = New-AzStorageAccount @StorageAcctArgs

Configure a user-assigned identity for the node app

While Container Apps supports both user-assigned and system-assigned managed identity, a user-assigned identity provides the Dapr-enabled node app with permissions to access the blob storage account.

1. Create a user-assigned identity.

Bash

az identity create --resource-group $RESOURCE_GROUP --name "nodeAppIdentity" --output json

Azure PowerShell

Install-Module -Name AZ.ManagedServiceIdentity

New-AzUserAssignedIdentity -ResourceGroupName $ResourceGroupName -Name 'nodeAppIdentity' -Location $Location

Retrieve the principalId and id properties and store in variables.

Bash

PRINCIPAL_ID=$(az identity show -n "nodeAppIdentity" --resource-group $RESOURCE_GROUP --query principalId | tr -d \")
IDENTITY_ID=$(az identity show -n "nodeAppIdentity" --resource-group $RESOURCE_GROUP --query id | tr -d \")
CLIENT_ID=$(az identity show -n "nodeAppIdentity" --resource-group $RESOURCE_GROUP --query clientId | tr -d \")

Azure PowerShell

$PrincipalId = (Get-AzUserAssignedIdentity -ResourceGroupName $ResourceGroupName -Name 'nodeAppIdentity').PrincipalId
$IdentityId = (Get-AzUserAssignedIdentity -ResourceGroupName $ResourceGroupName -Name 'nodeAppIdentity').Id
$ClientId = (Get-AzUserAssignedIdentity -ResourceGroupName $ResourceGroupName -Name 'nodeAppIdentity').ClientId

2. Assign the Storage Blob Data Contributor role to the user-assigned identity

Retrieve the subscription ID for your current subscription.

Bash

SUBSCRIPTION_ID=$(az account show --query id --output tsv)

Azure PowerShell

$SubscriptionId=$(Get-AzContext).Subscription.id

Bash

az role assignment create --assignee $PRINCIPAL_ID  \
--role "Storage Blob Data Contributor" \
--scope "/subscriptions/$SUBSCRIPTION_ID/resourceGroups/$RESOURCE_GROUP/providers/Microsoft.Storage/storageAccounts/$STORAGE_ACCOUNT_NAME"

Azure PowerShell

Install-Module Az.Resources

New-AzRoleAssignment -ObjectId $PrincipalId -RoleDefinitionName 'Storage Blob Data Contributor' -Scope "/subscriptions/$SubscriptionId/resourceGroups/$ResourceGroupName/providers/Microsoft.Storage/storageAccounts/$StorageAcctName"

Configure the state store component

There are multiple ways to authenticate to external resources via Dapr. This example doesn't use the Dapr Secrets API at runtime, but uses an Azure-based state store. Therefore, you can forgo creating a secret store component and instead provide direct access from the node app to the blob store using Managed Identity. If you want to use a non-Azure state store or the Dapr Secrets API at runtime, you could create a secret store component. This component would load runtime secrets so you can reference them at runtime.

Open a text editor and create a config file named statestore.yaml with the properties that you sourced from the previous steps. This file helps enable your Dapr app to access your state store. The following example shows how your statestore.yaml file should look when configured for your Azure Blob Storage account:

# statestore.yaml for Azure Blob storage component
componentType: state.azure.blobstorage
version: v1
metadata:
  - name: accountName
    value: "<STORAGE_ACCOUNT_NAME>"
  - name: containerName
    value: mycontainer
  - name: azureClientId
    value: "<MANAGED_IDENTITY_CLIENT_ID>"
scopes:
  - nodeapp

To use this file, update the placeholders:

• Replace <STORAGE_ACCOUNT_NAME> with the value of the STORAGE_ACCOUNT_NAME variable you defined. To obtain its value, run the following command:

Bash

echo $STORAGE_ACCOUNT_NAME

• Replace <MANAGED_IDENTITY_CLIENT_ID> with the value of the CLIENT_ID variable you defined. To obtain its value, run the following command:

echo $CLIENT_ID

Navigate to the directory in which you stored the component yaml file and run the following command to configure the Dapr component in the Container Apps environment. For more information about configuring Dapr components, see Configure Dapr components.

az containerapp env dapr-component set \
    --name $CONTAINERAPPS_ENVIRONMENT --resource-group $RESOURCE_GROUP \
    --dapr-component-name statestore \
    --yaml statestore.yaml

Azure PowerShell

$AcctName = New-AzContainerAppDaprMetadataObject -Name "accountName" -Value $StorageAcctName

$ContainerName = New-AzContainerAppDaprMetadataObject -Name "containerName" -Value 'mycontainer'

$ClientId = New-AzContainerAppDaprMetadataObject -Name "azureClientId" -Value $ClientId

$DaprArgs = @{
    EnvName = $ContainerAppsEnvironment
    ResourceGroupName = $ResourceGroupName
    DaprName = 'statestore'
    Metadata = $AcctName, $ContainerName, $ClientId
    Scope = 'nodeapp'
    Version = 'v1'
    ComponentType = 'state.azure.blobstorage'
}

New-AzContainerAppManagedEnvDapr @DaprArgs

Deploy the service application (HTTP web server)

Bash

az containerapp create \
  --name nodeapp \
  --resource-group $RESOURCE_GROUP \
  --user-assigned $IDENTITY_ID \
  --environment $CONTAINERAPPS_ENVIRONMENT \
  --image dapriosamples/hello-k8s-node:latest \
  --min-replicas 1 \
  --max-replicas 1 \
  --enable-dapr \
  --dapr-app-id nodeapp \
  --dapr-app-port 3000 \
  --env-vars 'APP_PORT=3000'

If you're using an Azure Container Registry, include the --registry-server <REGISTRY_NAME>.azurecr.io flag in the command.

Azure PowerShell

$EnvId = (Get-AzContainerAppManagedEnv -ResourceGroupName $ResourceGroupName -EnvName $ContainerAppsEnvironment).Id

$EnvVars = New-AzContainerAppEnvironmentVarObject -Name APP_PORT -Value 3000

$TemplateArgs = @{
  Name = 'nodeapp'
  Image = 'dapriosamples/hello-k8s-node:latest'
  Env = $EnvVars
}
$ServiceTemplateObj = New-AzContainerAppTemplateObject @TemplateArgs

$ServiceArgs = @{
    Name = 'nodeapp'
    ResourceGroupName = $ResourceGroupName
    Location = $Location
    ManagedEnvironmentId = $EnvId
    TemplateContainer = $ServiceTemplateObj
    ScaleMinReplica = 1
    ScaleMaxReplica = 1
    DaprEnabled = $true
    DaprAppId = 'nodeapp'
    DaprAppPort = 3000
    IdentityType = 'UserAssigned'
    IdentityUserAssignedIdentity = @{
        $IdentityId = @{}
    }
}
New-AzContainerApp @ServiceArgs

If you're using an Azure Container Registry, include the RegistryServer = '<REGISTRY_NAME>.azurecr.io' flag in the command.

By default, the image is pulled from Docker Hub.

Deploy the client application (headless client)

Run the following command to deploy the client container app.

Bash

az containerapp create \
  --name pythonapp \
  --resource-group $RESOURCE_GROUP \
  --environment $CONTAINERAPPS_ENVIRONMENT \
  --image dapriosamples/hello-k8s-python:latest \
  --min-replicas 1 \
  --max-replicas 1 \
  --enable-dapr \
  --dapr-app-id pythonapp

If you're using an Azure Container Registry, include the --registry-server <REGISTRY_NAME>.azurecr.io flag in the command.

Azure PowerShell

$TemplateArgs = @{
  Name = 'pythonapp'
  Image = 'dapriosamples/hello-k8s-python:latest'
}

$ClientTemplateObj = New-AzContainerAppTemplateObject @TemplateArgs


$ClientArgs = @{
    Name = 'pythonapp'
    ResourceGroupName = $ResourceGroupName
    Location = $Location
    ManagedEnvironmentId = $EnvId
    TemplateContainer = $ClientTemplateObj
    ScaleMinReplica = 1
    ScaleMaxReplica = 1
    DaprEnabled = $true
    DaprAppId = 'pythonapp'
}
New-AzContainerApp @ClientArgs

If you're using an Azure Container Registry, include the RegistryServer = '<REGISTRY_NAME>.azurecr.io' flag in the command.

Verify the results

Confirm successful state persistence

You can confirm that the services are working correctly by viewing data in your Azure Storage account.

1. Open the Azure portal in your browser and navigate to your storage account.

2. Select Containers left side menu.

3. Select mycontainer.

4. Verify that you can see the file named order in the container.

5. Select the file.

6. Select the Edit tab.

7. Select the Refresh button to observe how the data automatically updates.

View Logs

Logs from container apps are stored in the ContainerAppConsoleLogs_CL custom table in the Log Analytics workspace. You can view logs through the Azure portal or via the CLI. There may be a small delay initially for the table to appear in the workspace.

Use the following CLI command to view logs using the command line.

Bash

LOG_ANALYTICS_WORKSPACE_CLIENT_ID=`az containerapp env show --name $CONTAINERAPPS_ENVIRONMENT --resource-group $RESOURCE_GROUP --query properties.appLogsConfiguration.logAnalyticsConfiguration.customerId --out tsv`

az monitor log-analytics query \
  --workspace $LOG_ANALYTICS_WORKSPACE_CLIENT_ID \
  --analytics-query "ContainerAppConsoleLogs_CL | where ContainerAppName_s == 'nodeapp' and (Log_s contains 'persisted' or Log_s contains 'order') | project ContainerAppName_s, Log_s, TimeGenerated | sort by TimeGenerated | take 5" \
  --out table

Azure PowerShell

$queryResults = Invoke-AzOperationalInsightsQuery -WorkspaceId $WorkspaceId  -Query "ContainerAppConsoleLogs_CL | where ContainerAppName_s == 'nodeapp' and (Log_s contains 'persisted' or Log_s contains 'order') | project ContainerAppName_s, Log_s, TimeGenerated | take 5 "
$queryResults.Results

The following output demonstrates the type of response to expect from the CLI command.

ContainerAppName_s    Log_s                            TableName      TimeGenerated
--------------------  -------------------------------  -------------  ------------------------
nodeapp               Got a new order! Order ID: 61    PrimaryResult  2021-10-22T21:31:46.184Z
nodeapp               Successfully persisted state.    PrimaryResult  2021-10-22T21:31:46.184Z
nodeapp               Got a new order! Order ID: 62    PrimaryResult  2021-10-22T22:01:57.174Z
nodeapp               Successfully persisted state.    PrimaryResult  2021-10-22T22:01:57.174Z
nodeapp               Got a new order! Order ID: 63    PrimaryResult  2021-10-22T22:45:44.618Z

Clean up resources

Congratulations! You've completed this tutorial. If you'd like to delete the resources created as a part of this walkthrough, run the following command.

Caution

This command deletes the specified resource group and all resources contained within it. If resources outside the scope of this tutorial exist in the specified resource group, they will also be deleted.

Bash

az group delete --resource-group $RESOURCE_GROUP

Azure PowerShell

Remove-AzResourceGroup -Name $ResourceGroupName -Force

Note

Since pythonapp continuously makes calls to nodeapp with messages that get persisted into your configured state store, it is important to complete these cleanup steps to avoid ongoing billable operations.

Tip

Having issues? Let us know on GitHub by opening an issue in the Azure Container Apps repo.

Next steps

Application lifecycle management