Module 4 - ACA State Store With Dapr State Management API¶

Objective¶

In this module, we will accomplish three objectives:

1. Learn about Dapr State Management with Redis Cache.
2. Use the Dapr Client SDK.
3. Provision Azure Cosmos DB resources & Update app and API in Azure.

Module Sections¶

• From the VS Code Terminal tab, open developer command prompt or PowerShell terminal in the project folder TasksTracker.ContainerApps (root):

  1	cd ~\TasksTracker.ContainerApps

• Restore the previously-stored variables by executing the local script. The output informs you how many variables have been set.

  1	.\Variables.ps1

1. State Management¶

1.1 Overview of Dapr State Management API¶

By using the Dapr State Management Building Block, we will see how we can store the data in Azure Cosmos DB without installing any Cosmos DB SDK or write specific code to integrate our Backend API with Azure Cosmos DB. Moreover, we will use Redis to store tasks when we are running the application locally. You will see that we can switch between different stores without any code changes, thanks to the Dapr pluggable state stores feature. It is a matter of adding new Dapr Component files and the underlying store will be changed. This page shows the supported state stores in Dapr.

Dapr's state management API allows you to save, read, and query key/value pairs in the supported state stores. To try this out, and without doing any code changes or installing any NuGet packages, we can directly invoke the State Management API and store the data on Redis locally. When you initialized Dapr in your local development environment, it installed Redis container instance locally. So we can use Redis locally to store and retrieve state. If you navigate to the path %USERPROFILE%\.dapr\components (assuming you are using Windows) you will find a file named statestore.yaml. Inside this file, you will see the properties needed to access the local Redis instance. The state store template component file structure can be found on this link.

To try out the State Management APIs, run the Backend API from VS Code by running the following command.

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cd ~\TasksTracker.ContainerApps\TasksTracker.TasksManager.Backend.Api

dapr run `
--app-id tasksmanager-backend-api `
--app-port $API_APP_PORT `
--dapr-http-port 3500 `
--app-ssl `
-- dotnet run --launch-profile https

Now from any rest client, invoke the below POST request to the endpoint: http://localhost:3500/v1.0/state/statestore

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POST /v1.0/state/statestore HTTP/1.1
Host: localhost:3500
Content-Type: application/json
[
    {
        "key": "Book1",
        "value": {
            "title": "Parallel and High Performance Computing",
            "author": "Robert Robey",
            "genre": "Technical"
        }
    },
    {
        "key": "Book2",
        "value": {
            "title": "Software Engineering Best Practices",
            "author": "Capers Jones",
            "genre": "Technical"
        }
    },
    {
        "key": "Book3",
        "value": {
            "title": "The Unstoppable Mindset",
            "author": "Jessica Marks",
            "genre": "Self Improvement",
            "formats":["kindle", "audiobook", "papercover"]
        }
    }
]

You should see an HTTP 204 No Content response.

What we've done here is the following:

• The value statestore in the endpoint should match the name value in the global component file statestore.yaml
• We have sent a request to store 3 entries of books, you can put any JSON representation in the value property

1.2 Local Redis Cache¶

To see the results visually, you can install a VS Code extension to connect to Redis DB and see the results. There are several Redis extensions available for VS Code. For this workshop we will use an extension named "Redis Xplorer".

Once you install the extension it will add a tab under the explorer section of VS Code called "REDIS XPLORER". Next you will need to connect to the Redis server locally by adding a new "REDIS XPLORER" profile. Click on the + sign in the "REDIS XPLORER" section in VS Code. This will ask you to enter the nickname (e.g. dapr_redis) as well as the hostname and port. For the hostname and port you can get this information by executing the following command in your powershell terminal:

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docker ps

Look under the Ports column and use the server and port specified there. In the image below the server is 0.0.0.0 and the port is 6379. Use the values that you see on your own terminal. Leave the password empty.

After you connect to Redis locally, you should see the 3 entries similar to the ones shown in the image below. Notice how each entry key is prefixed by the Dapr App Id. In our case it is tasksmanager-backend-api. More about key prefix strategy in later sections in this module.

To get the value of a key, you need to issue a GET request to the endpoint http://localhost:3500/v1.0/state/statestore/{YourKey}. This will return the value from the key store. For example if you execute the following GET http://localhost:3500/v1.0/state/statestore/Book3 the results will be the below object:

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{
    "formats": [
        "kindle",
        "audiobook",
        "papercover"
    ],
    "title": "The Unstoppable Mindset",
    "author": "Jessica Marks",
    "genre": "Self Improvement"
}

2. Use Dapr Client SDK For State Store Management¶

Whereas in the previous section we demonstrated using Dapr State Store without code changes, we will now introduce a change on the Backend API and create a new service named TasksStoreManager.cs which will implement the interface ITasksManager.cs to start storing tasks data on the persist store. Locally, we will start testing with Redis, then we are going to change the state store to use Azure Cosmos DB.

2.1 Add Dapr Client SDK With The Backend API¶

Similar to what we have done in the Frontend Web App, we need to use Dapr Client SDK to manage the state store. Update the below file with the added Dapr package reference:

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<Project Sdk="Microsoft.NET.Sdk.Web">

  <PropertyGroup>
    <TargetFramework>net8.0</TargetFramework>
    <Nullable>enable</Nullable>
    <ImplicitUsings>enable</ImplicitUsings>
    <InvariantGlobalization>true</InvariantGlobalization>
  </PropertyGroup>

  <ItemGroup>
    <PackageReference Include="Dapr.AspNetCore" Version="1.14.0" />
    <PackageReference Include="Microsoft.AspNetCore.OpenApi" Version="7.0.13" />
    <PackageReference Include="Swashbuckle.AspNetCore" Version="6.5.0" />
  </ItemGroup>

</Project>

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<Project Sdk="Microsoft.NET.Sdk.Web">

  <PropertyGroup>
    <TargetFramework>net9.0</TargetFramework>
    <Nullable>enable</Nullable>
    <ImplicitUsings>enable</ImplicitUsings>
  </PropertyGroup>

  <ItemGroup>
    <PackageReference Include="Dapr.AspNetCore" Version="1.14.0" />
    <PackageReference Include="Microsoft.AspNetCore.OpenApi" Version="9.0.0" />
  </ItemGroup>

</Project>

2.2 Create a New Concrete Implementation to Manage Tasks Persistence¶

As you recall from the previous module, we were storing the tasks in memory. Now we need to store them in Redis and, later on, Azure Cosmos DB. The key thing to keep in mind here is that switching from Redis to Azure Cosmos DB won't require changing the code below which is a huge advantage of using Dapr.

Add below file to the Services folder. This file will implement the interface ITasksManager.

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using Dapr.Client;
using TasksTracker.TasksManager.Backend.Api.Models;

namespace TasksTracker.TasksManager.Backend.Api.Services
{
    public class TasksStoreManager : ITasksManager
    {
        private static string STORE_NAME = "statestore";
        private readonly DaprClient _daprClient;
        private readonly IConfiguration _config;
        private readonly ILogger<TasksStoreManager> _logger;

        public TasksStoreManager(DaprClient daprClient, IConfiguration config, ILogger<TasksStoreManager> logger)
        {
            _daprClient = daprClient;
            _config = config;
            _logger = logger;
        }
        public async Task<Guid> CreateNewTask(string taskName, string createdBy, string assignedTo, DateTime dueDate)
        {
            var taskModel = new TaskModel()
            {
                TaskId = Guid.NewGuid(),
                TaskName = taskName,
                TaskCreatedBy = createdBy,
                TaskCreatedOn = DateTime.UtcNow,
                TaskDueDate = dueDate,
                TaskAssignedTo = assignedTo,
            };

            _logger.LogInformation("Save a new task with name: '{0}' to state store", taskModel.TaskName);
            await _daprClient.SaveStateAsync<TaskModel>(STORE_NAME, taskModel.TaskId.ToString(), taskModel);
            return taskModel.TaskId;
        }

        public async Task<bool> DeleteTask(Guid taskId)
        {
            _logger.LogInformation("Delete task with Id: '{0}'", taskId);
            await _daprClient.DeleteStateAsync(STORE_NAME, taskId.ToString());
            return true;
        }

        public async Task<TaskModel?> GetTaskById(Guid taskId)
        {
            _logger.LogInformation("Getting task with Id: '{0}'", taskId);
            var taskModel = await _daprClient.GetStateAsync<TaskModel>(STORE_NAME, taskId.ToString());
            return taskModel;
        }

        public async Task<List<TaskModel>> GetTasksByCreator(string createdBy)
        {
            var query = "{" +
                    "\"filter\": {" +
                        "\"EQ\": { \"taskCreatedBy\": \"" + createdBy + "\" }" +
                    "}}";

            var queryResponse = await _daprClient.QueryStateAsync<TaskModel>(STORE_NAME, query);

            var tasksList = queryResponse.Results
                .Where(q => q.Data != null)         // filter null data
                .Select(q => q.Data!)
                .OrderByDescending(o=>o.TaskCreatedOn);

            return tasksList.ToList();
        }

        public async Task<bool> MarkTaskCompleted(Guid taskId)
        {
            _logger.LogInformation("Mark task with Id: '{0}' as completed", taskId);
            var taskModel = await _daprClient.GetStateAsync<TaskModel>(STORE_NAME, taskId.ToString());
            if (taskModel != null)
            {
                taskModel.IsCompleted = true;
                await _daprClient.SaveStateAsync<TaskModel>(STORE_NAME, taskModel.TaskId.ToString(), taskModel);
                return true;
            }
            return false;
        }

        public async Task<bool> UpdateTask(Guid taskId, string taskName, string assignedTo, DateTime dueDate)
        {
            _logger.LogInformation("Update task with Id: '{0}'", taskId);
            var taskModel = await _daprClient.GetStateAsync<TaskModel>(STORE_NAME, taskId.ToString());
            var currentAssignee = taskModel.TaskAssignedTo;
            if (taskModel != null)
            {
                taskModel.TaskName = taskName;
                taskModel.TaskAssignedTo = assignedTo;
                taskModel.TaskDueDate = dueDate;
                await _daprClient.SaveStateAsync<TaskModel>(STORE_NAME, taskModel.TaskId.ToString(), taskModel);
                return true;
            }
            return false;
        }
    }
}

2.3 Register the TasksStoreManager New Service and DaprClient¶

Now we need to register the new service named TasksStoreManager and DaprClient when the Backend API app starts up. Update the below file with the highlighted text as shown below.

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using TasksTracker.TasksManager.Backend.Api.Services;

var builder = WebApplication.CreateBuilder(args);

// Add services to the container.

builder.Services.AddDaprClient();
builder.Services.AddSingleton<ITasksManager, TasksStoreManager>();
//builder.Services.AddSingleton<ITasksManager, FakeTasksManager>();
builder.Services.AddControllers();
// Learn more about configuring Swagger/OpenAPI at https://aka.ms/aspnetcore/swashbuckle
builder.Services.AddEndpointsApiExplorer();
builder.Services.AddSwaggerGen();

var app = builder.Build();

// Configure the HTTP request pipeline.
if (app.Environment.IsDevelopment())
{
    app.UseSwagger();
    app.UseSwaggerUI();
}

app.UseHttpsRedirection();

app.UseAuthorization();

app.MapControllers();

app.Run();

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using TasksTracker.TasksManager.Backend.Api.Services;

var builder = WebApplication.CreateBuilder(args);

// Add services to the container.

builder.Services.AddDaprClient();
builder.Services.AddSingleton<ITasksManager, TasksStoreManager>();
//builder.Services.AddSingleton<ITasksManager, FakeTasksManager>();
builder.Services.AddControllers();
// Learn more about configuring OpenAPI at https://aka.ms/aspnet/openapi
builder.Services.AddOpenApi();

var app = builder.Build();

// Configure the HTTP request pipeline.
if (app.Environment.IsDevelopment())
{
    app.MapOpenApi();
}

app.UseHttpsRedirection();

app.UseAuthorization();

app.MapControllers();

app.Run();

• Let's verify that the Dapr dependency is restored properly and that the project compiles. From VS Code Terminal tab, open developer command prompt or PowerShell terminal and navigate to the parent directory which hosts the .csproj project folder and build the project.

  1 2	cd ~\TasksTracker.ContainerApps\TasksTracker.TasksManager.Backend.Api dotnet build

Now you are ready to run both applications and debug them. You can store new tasks, update them, delete existing tasks and mark them as completed. The data should be stored on your local Redis instance.

3. Use Azure Cosmos DB with Dapr State Store Management API¶

3.1 Provision Cosmos DB Resources¶

Now we will create an Azure Cosmos DB account, Database, and a new container that will store our tasks. You can use the PowerShell script below to create the Cosmos DB resources on the same resource group we used in the previous module. You need to set the variable name of the $COSMOS_DB_ACCOUNT to a unique name as it needs to be unique globally. Remember to replace the placeholders with your own values:

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$COSMOS_DB_ACCOUNT="cosmos-tasks-tracker-state-store-$RANDOM_STRING"
$COSMOS_DB_DBNAME="tasksmanagerdb"
$COSMOS_DB_CONTAINER="taskscollection"

# Check if Cosmos account name already exists globally
$result = az cosmosdb check-name-exists `
--name $COSMOS_DB_ACCOUNT

# Continue if the Cosmos DB account does not yet exist
if ($result -eq "false") {
    echo "Creating Cosmos DB account..."

    # Create a Cosmos account for SQL API
    az cosmosdb create `
    --name $COSMOS_DB_ACCOUNT `
    --resource-group $RESOURCE_GROUP

    # Create a SQL API database
    az cosmosdb sql database create `
    --name $COSMOS_DB_DBNAME `
    --resource-group $RESOURCE_GROUP `
    --account-name $COSMOS_DB_ACCOUNT

    # Create a SQL API container
    az cosmosdb sql container create `
    --name $COSMOS_DB_CONTAINER `
    --resource-group $RESOURCE_GROUP `
    --account-name $COSMOS_DB_ACCOUNT `
    --database-name $COSMOS_DB_DBNAME `
    --partition-key-path "/id" `
    --throughput 400

    $COSMOS_DB_ENDPOINT=(az cosmosdb show `
    --name $COSMOS_DB_ACCOUNT `
    --resource-group $RESOURCE_GROUP `
    --query documentEndpoint `
    --output tsv)

    echo "Cosmos DB Endpoint: "
    echo $COSMOS_DB_ENDPOINT
}

Once the scripts execution is completed, we need to get the primaryMasterKey of the Cosmos DB account next. You can do this using the PowerShell script below. Copy the value of primaryMasterKey as we will use it in the next step.

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# List Azure Cosmos DB keys
$COSMOS_DB_PRIMARY_MASTER_KEY=(az cosmosdb keys list `
--name $COSMOS_DB_ACCOUNT `
--resource-group $RESOURCE_GROUP `
--query primaryMasterKey `
--output tsv)

echo "Cosmos DB Primary Master Key:"
echo $COSMOS_DB_PRIMARY_MASTER_KEY

3.2. Create a Component File for State Store Management¶

Dapr uses a modular design where functionality is delivered as a component. Each component has an interface definition. All the components are pluggable so that you can swap out one component with the same interface for another.

Components are configured at design-time with a YAML file which is stored in either a components/local folder within your solution, or globally in the .dapr folder created when invoking dapr init. These YAML files adhere to the generic Dapr component schema, but each is specific to the component specification.

It is important to understand that the component spec values, particularly the spec metadata, can change between components of the same component type. As a result, it is strongly recommended to review a component's specs, paying particular attention to the sample payloads for requests to set the metadata used to interact with the component.

The diagram below is from Dapr official documentation which shows some examples of the components for each component type. We are now looking at the State Stores components. Specifically the one for Azure Cosmos DB.

To add the component file state store, add a new folder named components under the directory TasksTracker.ContainerApps and add a new yaml file as show below. The values for url and masterKey can be found in the console output from the most recent commands.

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apiVersion: dapr.io/v1alpha1
kind: Component
metadata:
  name: statestore
spec:
  type: state.azure.cosmosdb
  version: v1
  metadata:
    - name: url
      value: https://cosmos-tasks-tracker-state-store-<$RANDOM_STRING>.documents.azure.com:443/
    - name: masterKey
      value: "<value>"
    - name: database
      value: tasksmanagerdb
    - name: collection
      value: taskscollection
scopes:
  - tasksmanager-backend-api

Now you should be ready to launch both applications and start doing CRUD operations from the Frontend Web App including querying the store. All your data will be stored in Cosmos DB Database you just provisioned.

If you have been running the different microservices using the debug and launch Dapr applications in VSCode then remember to uncomment the following line inside tasks.json file. This will instruct dapr to load the local projects components located at ./components instead of the global components' folder.

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{
    "componentsPath": "./components"
}

If you have been using the dapr cli commands instead of the aforementioned debugging then you will need to execute the backend api with the resources-path property as follows.

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cd ~\TasksTracker.ContainerApps\TasksTracker.TasksManager.Backend.Api

dapr run `
--app-id tasksmanager-backend-api `
--app-port $API_APP_PORT `
--dapr-http-port 3500 `
--app-ssl `
--resources-path "../components" `
-- dotnet run --launch-profile https

After creating a new record you can navigate to the Data explorer on the Azure portal for the Azure Cosmos DB account. It should look like the image below:

Key Prefix Strategies¶

When you look at the key stored per entry and for example tasksmanager-backend-api||aa3eb856-8309-4e68-93af-119be0d400e8, you will notice that the key is prefixed with the Dapr application App Id responsible to store this entry which in our case is tasksmanager-backend-api. There might be some scenarios which you need to have another service to access the same data store (not recommended as each service should be responsible about its own data store), in which case you can change the default behavior.

This can be done by adding the meta tag below to the component file. For example, if we need to set the value of the prefix to a constant value such as TaskId we can do the following:

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spec:
    metadata:
    - name: keyPrefix
    - value: TaskId

If we need to totally omit the key prefix, so it is accessed across multiple Dapr applications, we can set the value to none.

3.3 Configure Managed Identities in Container App¶

As we highlighted earlier, we'll not use a connection strings to establish the relation between our Container App and Azure Cosmos DB when we deploy to ACA. Cosmos DB Master Key/Connection string was only used when debugging locally. Now we will rely on Managed Identities to allow our container app to access Cosmos DB. With Manged Identities you do't worry about storing the keys securely and rotate them inside your application. This approach is safer and easier to manage.

We will be using a system-assigned identity with a role assignment to grant our Backend API container app permissions to access data stored in Cosmos DB. We need to assign it a custom role for the Cosmos DB data plane. In this example ae are going to use a built-in role, named Cosmos DB Built-in Data Contributor, which grants our application full read-write access to the data. You can optionally create custom, fine-tuned roles following the instructions in the official docs.

3.3.1 Create system-assigned identity for our Backend API Container App¶

Run the command below to create system-assigned identity for our Backend API container app:

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az containerapp identity assign `
--name $BACKEND_API_NAME `
--resource-group $RESOURCE_GROUP `
--system-assigned

$COSMOS_DB_PRIMARY_MASTER_KEY=(az cosmosdb keys list `
--name $COSMOS_DB_ACCOUNT `
--resource-group $RESOURCE_GROUP `
--query primaryMasterKey `
--output tsv)

$BACKEND_API_PRINCIPAL_ID=(az containerapp identity show `
--name $BACKEND_API_NAME `
--resource-group $RESOURCE_GROUP `
--query principalId `
--output tsv)

This command will create an Enterprise Application (basically a Service Principal) within Azure AD, which is linked to our container app. The output of this command will be similar to the one shown below. Keep a note of the property principalId as we are going to use it in the next step.

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{
    "principalId": "[your principal id will be displayed here]",
    "tenantId": "[your tenant id will be displayed here]",
    "type": "SystemAssigned"
}

3.3.2 Assign the Container App System-Identity To the Built-in Cosmos DB Role¶

Next, we need to associate the container app system-identity with the target Cosmos DB resource. You can read more about Azure built-in roles for Cosmos DB or how to create custom fine-tuned roles here. Run the command below to associate the container app system-assigned identity with Cosmos DB Built-in Data Contributor role.

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$ROLE_ID = "00000000-0000-0000-0000-000000000002" #"Cosmos DB Built-in Data Contributor"

az cosmosdb sql role assignment create `
--resource-group $RESOURCE_GROUP `
--account-name  $COSMOS_DB_ACCOUNT `
--scope "/" `
--principal-id $BACKEND_API_PRINCIPAL_ID `
--role-definition-id $ROLE_ID

3.4 Deploy the Backend API and Frontend Web App Projects to ACA¶

We are almost ready to deploy all local changes from this module and the previous module to ACA. But before we do that, we need one last addition.

We have to create a dapr component schema file for Azure Cosmos DB which meets the specs defined by Azure Container Apps. The reason for this variance is that ACA Dapr schema is slightly simplified to support Dapr components and removes unnecessary fields, including apiVersion, kind, and redundant metadata and spec properties.

3.4.1 Create an ACA-Dapr Component File For State Store Management¶

Here it is recommended to separate the component files that will be used when deploying to Azure Container Apps from the ones which we will use when running our application locally (Dapr self-hosted).

Create a new folder named aca-components under the directory TasksTracker.ContainerApps, then add a new file as shown below:

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componentType: state.azure.cosmosdb
version: v1
metadata:
  - name: url
    value: https://cosmos-tasks-tracker-state-store-<$RANDOM_STRING>.documents.azure.com:443/
  - name: database
    value: tasksmanagerdb
  - name: collection
    value: taskscollection
scopes:
  - tasksmanager-backend-api

3.4.2 Build Frontend Web App and Backend API App Images in Azure Container Registry¶

As we have done previously, we need to build and deploy both app images to ACR, so they are ready to be deployed to Azure Container Apps. To do so, continue using the same PowerShell console and paste the code below. Ensure you are in the root directory:

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az acr build `
--registry $AZURE_CONTAINER_REGISTRY_NAME `
--image "tasksmanager/$BACKEND_API_NAME" `
--file 'TasksTracker.TasksManager.Backend.Api/Dockerfile' .

az acr build `
--registry $AZURE_CONTAINER_REGISTRY_NAME `
--image "tasksmanager/$FRONTEND_WEBAPP_NAME" `
--file 'TasksTracker.WebPortal.Frontend.Ui/Dockerfile' .

3.4.3 Add Cosmos DB Dapr State Store to Azure Container Apps Environment¶

We need to run the command below to add the yaml file .\aca-components\containerapps-statestore-cosmos.yaml to Azure Container Apps Environment.

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az containerapp env dapr-component set `
--name $ENVIRONMENT `
--resource-group $RESOURCE_GROUP `
--dapr-component-name statestore `
--yaml '.\aca-components\containerapps-statestore-cosmos.yaml'

3.4.4 Enable Dapr for the Frontend Web App and Backend API Container Apps¶

Until this moment Dapr was not enabled on the Container Apps we have provisioned. Enable Dapr for both Container Apps by running the two commands below in the PowerShell console.

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az containerapp dapr enable `
--name $BACKEND_API_NAME `
--resource-group $RESOURCE_GROUP `
--dapr-app-id  $BACKEND_API_NAME `
--dapr-app-port $TARGET_PORT

az containerapp dapr enable `
--name $FRONTEND_WEBAPP_NAME `
--resource-group $RESOURCE_GROUP `
--dapr-app-id  $FRONTEND_WEBAPP_NAME `
--dapr-app-port $TARGET_PORT

3.4.5 Deploy New Revisions of the Frontend Web App and Backend API to Container Apps¶

The last thing we need to do here is to update both container apps and deploy the new images from ACR. To do so we need to run the commands found below.

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# Update Frontend web app container app and create a new revision
az containerapp update `
--name $FRONTEND_WEBAPP_NAME  `
--resource-group $RESOURCE_GROUP `
--revision-suffix v$TODAY

# Update Backend API App container app and create a new revision
az containerapp update `
--name $BACKEND_API_NAME  `
--resource-group $RESOURCE_GROUP `
--revision-suffix v$TODAY-1

echo "Azure Frontend UI URL:"
echo $FRONTEND_UI_BASE_URL

• Execute the Set-Variables.ps1 in the root to update the variables.ps1 file with all current variables. The output of the script will inform you how many variables are written out.

  1	.\Set-Variables.ps1

• From the root, persist a list of all current variables.

  1 2	git add .\Variables.ps1 git commit -m "Update Variables.ps1"

• Navigate to the root and persist the module to Git.

  1 2	git add . git commit -m "Add Module 4"

Review¶

In this module, we accomplished three objectives:

1. Learned about Dapr State Management with Redis Cache.
2. Used the Dapr Client SDK.
3. Provisioned Azure Cosmos DB resources & Update app and API in Azure.

In the next module, we will introduce the Dapr Pub/Sub Building block which we will publish messages to Azure Service Bus when a task is saved. We will also introduce a new background service will process those incoming messages and send an email to the task assignee.