How to Automate Synapse Link Table Activation and Deployment Across Environments

Question

I am using Synapse Link for Dataverse to bring data from Dynamics 365, where I need to manually activate each table to get the data loaded into ADLS Gen2. This process is labor-intensive, as I have to navigate to each table and activate them individually. Additionally, I need to deploy the same table activation configuration from the development environment to higher environments (test, pre-prod, and prod) without repeating the manual steps.

Questions:

Automating Table Activation:

• How can I automate the activation of tables in Synapse Link for Dataverse to reduce manual effort?

Automated Deployment Across Environments:

  - Once the tables are activated in the development environment, is there a way to automatically deploy or activate the same tables in higher environments (test, pre-prod, and prod) without manually repeating the activation process?
  

Additional Context:

Any guidance on achieving this using Azure Logic Apps, Power Automate, or other automation tools would be highly appreciated. If there are any existing APIs or scripts that can facilitate this process, please provide examples or references.

Thank you in advance for your assistance.

Answer 1

How can I automate the activation of tables in Synapse Link for Dataverse to reduce manual effort?

Automating the table activation process in Synapse Link for Dataverse can significantly reduce manual effort. Here's how you can achieve this:

1. Azure Logic Apps/Power Automate:
   • Triggers and Actions: Use triggers to detect changes or updates in your Dataverse. Actions can then be configured to activate tables.
   • Custom Connectors: If an out-of-the-box connector doesn't exist, you can create custom connectors in Power Automate or Logic Apps to interact with the Dataverse API.
2. Azure Functions:
   • HTTP Triggers: Write an Azure Function with an HTTP trigger that can be called to activate tables. This function can use the Dataverse API to activate the tables programmatically.
   • Timer Triggers: Schedule the function to run at specified intervals to check and activate any new tables.
3. Dataverse API:
   • Use the Dataverse Web API to automate the table activation. You can write scripts (PowerShell, Python...) to send HTTP requests to the Dataverse API to activate tables.

# Define the API endpoint and authentication details

$dataverseUrl = "https://your-dataverse-instance.api.crm.dynamics.com/api/data/v9.1"

$accessToken = "YOUR_ACCESS_TOKEN"

# Function to activate a table

function Activate-Table {

    param (

        [string]$tableName

    )

    $headers = @{

        "Authorization" = "Bearer $accessToken"

        "Content-Type"  = "application/json"

    }

    $body = @{

        "status" = "Active"

    } | ConvertTo-Json

    $response = Invoke-RestMethod -Method Patch -Uri "$dataverseUrl/tables($tableName)" -Headers $headers -Body $body

    return $response

}

# Example usage

Activate-Table -tableName "account"

How can I automatically deploy or activate the same tables in higher environments (test, pre-prod, and prod) without manually repeating the activation process?

1. Export and Import Configurations:
   • Solution Export/Import: Use the Dataverse solution export/import feature to export the table activation configurations from the development environment and import them into higher environments.
   • Configuration Migration Tool: Use Microsoft's Configuration Migration Tool to move configurations between environments.
2. CI/CD Pipelines:
   • Azure DevOps Pipelines: Set up a CI/CD pipeline in Azure DevOps to automate the deployment of configurations. Use tasks to call the Dataverse API or run scripts to activate tables.
   • GitHub Actions: Similar to Azure DevOps, GitHub Actions can be configured to deploy configurations across environments.
3. Environment Variables:
   • Parameterization: Use environment variables to parameterize the table activation scripts. This allows the same script to be used across different environments by simply changing the environment variables.
4. ARM Templates:
   • Define your Synapse Link and table activation configurations in an ARM template and deploy the template to different environments.