How to integrate Azure DevOps with SSAS

Integrate SSAS and Azure DevOps
Integrate SSAS and Azure DevOps

Learn how to quickly and efficiently connect Azure DevOps with SSAS for smooth data access.

Read and write Azure DevOps (Cloud or On-Premises) data effortlessly. Integrate, manage, and automate work items, projects, and teams — almost no coding required. You can do it all using the high-performance Azure DevOps ODBC Driver for SSAS (often referred to as the Azure DevOps Connector). We'll walk you through the entire setup.

Ready to dive in? Download the product to jump right in, or follow the step-by-step guide below to see how it works.

Create data source in ZappySys Data Gateway

In this section we will create a data source for Azure DevOps in the Data Gateway. Let's follow these steps to accomplish that:

  1. Download and install ODBC PowerPack (if you haven't already).

  2. Search for gateway in the Windows Start Menu and open ZappySys Data Gateway Configuration:

    Open ZappySys Data Gateway Service Manager

  3. Go to the Users tab and follow these steps to add a Data Gateway user:

    • Click the Add button
    • In the Login field enter a username, e.g., john
    • Then enter a Password
    • Check the Is Administrator checkbox
    • Click OK to save
    Data Gateway - Add User

  4. Now we are ready to add a data source:

    • Click the Add button
    • Give the Data source a name (have it handy for later)
    • Then select Native - ZappySys API Driver
    • Finally, click OK
    AzureDevopsDSN
    ZappySys API Driver
    Data Gateway - Add data source

  5. When the Configuration window appears give your data source a name if you haven't done that already, then select "Azure DevOps" from the list of Popular Connectors. If "Azure DevOps" is not present in the list, then click "Search Online" and download it. Then set the path to the location where you downloaded it. Finally, click Continue >> to proceed with configuring the DSN:

    AzureDevopsDSN
    Azure DevOps
    ODBC DSN Template Selection

  6. Now it's time to configure the Connection Manager. Select Authentication Type, e.g. Token Authentication. Then select API Base URL (in most cases, the default one is the right one). More info is available in the Authentication section.

    User Credentials

    Azure DevOps authentication

    Delegated access using OAuth authorization code flow. Users sign in with their Azure AD account. [API reference]

    Follow these simple steps below to create Microsoft Entra ID application with delegated access:

    WARNING: To automate your company's processes, make sure you use a system/generic account (e.g. automation@my-company.com). When you use a personal account which is tied to a specific employee profile and that employee leaves the company, the token may become invalid and any automated processes using that token will start to fail.
    1. Navigate to the Azure Portal and log in using your credentials.
    2. Access Microsoft Entra ID.
    3. Register a new application by going to App registrations and clicking on New registration button: Start new app registration in Microsoft Entra ID
      INFO: Find more information on how to register an application in Graph API reference.
    4. When configuration window opens, configure these fields:
      • Supported account type
        • Use Accounts in this organizational directory only, if you need access to data in your organization only.
      • Redirect URI:
        • Set the type to Public client/native (mobile & desktop).
        • Use https://zappysys.com/oauth as the URL.
      Register app in Microsoft Entra ID
    5. After registering the app, copy the Application (client) ID for later: Copy client ID of Microsoft Entra ID app
    6. Then copy OAuth authorization endpoint (v2) & OAuth token endpoint (v2) URLs to use later in the configuration: Copy Auth and Token URLs in Microsoft Entra ID app
    7. Now go to SSIS package or ODBC data source and use the copied values in User Credentials authentication configuration:
      • In the Authorization URL field paste the OAuth authorization endpoint (v2) URL value you copied in the previous step.
      • In the Token URL field paste the OAuth token endpoint (v2) URL value you copied in the previous step.
      • In the Client ID field paste the Application (client) ID value you copied in the previous step.
      • In the Scope field use the default value or select individual scopes, e.g.:
        • vso.project
        • vso.work_full
    8. Press Generate Token button to generate Access and Refresh Tokens.
    9. Optional step. Choose Default Drive Id from the drop down menu.
    10. Click Test Connection to confirm the connection is working.
    11. Done! Now you are ready to use the API Connector!
    API Connection Manager configuration

    Just perform these simple steps to finish authentication configuration:

    1. Set Authentication Type to User Credentials [OAuth]
    2. Optional step. Modify API Base URL if needed (in most cases default will work).
    3. Fill in all the required parameters and set optional parameters if needed.
    4. Press Generate Token button to generate the tokens.
    5. Finally, hit OK button:
    AzureDevopsDSN
    Azure DevOps
    User Credentials [OAuth]
    https://dev.azure.com
    Required Parameters
    Authorization URL Fill-in the parameter...
    Token URL Fill-in the parameter...
    Client ID Fill-in the parameter...
    Organization name or Id (e.g. mycompany) Fill-in the parameter...
    Return URL Fill-in the parameter...
    Scopes (Must match with App Registration) Fill-in the parameter...
    API Version Fill-in the parameter...
    Optional Parameters
    Client Secret
    Refresh Token File Path
    Default Project Name (Choose after Generating Token)
    RetryMode RetryWhenStatusCodeMatch
    RetryStatusCodeList 429
    RetryCountMax 5
    RetryMultiplyWaitTime True
    ODBC DSN OAuth Connection Configuration

    Azure App Credentials

    Azure DevOps authentication

    Use Azure AD service principal credentials (client id + secret) with the client credentials flow. Recommended for automated server-to-server access instead of PAT or delegated OAuth. [API reference]

    Step 1: Register the App in Microsoft Entra ID (AAD)

    1. Go to the Azure Portal > Microsoft Entra ID > App registrations and click New registration: Start new app registration in Microsoft Entra ID
    2. Name it (e.g., ZS-AzureDevOps-AppCred).
    3. Set Supported account types to "Accounts in this organizational directory only" (Single Tenant): Register app in Microsoft Entra ID
    4. Leave Redirect URI blank (it's not used for Client Credentials).
    5. Click Register.

    Step 2: Create a Client Secret

    1. In your new app, go to Certificates & secrets.
    2. Click New client secret, give it a name, and set an expiration.
    3. Copy the Secret Value immediately. You will never see it again once you leave the page: Copy client Secret of Microsoft Entra ID app

    Step 3: Set Permissions and Admin Consent

    1. Go to API permissions > Add a permission.
    2. Select Azure DevOps and click Delegated permissions.
    3. Check the necessary scopes (e.g., vso.project, vso.work_full).
    4. Crucial: Click Grant admin consent for [Your Tenant]. Without this, the app cannot authenticate in the background.

    Step 4: Map the App to Azure DevOps Organization

    1. Copy your Application (client) ID from the App Overview page.
    2. Go to your Azure DevOps Organization Settings > Users.
    3. Click Add users, paste the Application (client) ID in the search box, and select the App.
    4. Assign an Access level (usually Basic) and add it to the relevant Projects.

    Step 5: Connection Settings

    In your SSIS package or ODBC data source, use the following in the App Credentials configuration:

    • In the Token URL field, paste the OAuth token endpoint (v2) URL from the Azure Portal 'Endpoints' tab.
    • In the Client ID field, paste the Application (client) ID.
    • In the Client Secret field, paste the Secret Value copied in Step 2.
    • In the Scope field, use: https://app.vssps.visualstudio.com/.default

    Step 6: Finalize Connection

    1. Press Generate Token button to fetch the token using the Client Secret.
    2. Click Test Connection to confirm the setup.
    3. Done! You are ready to use the API Connector!
    API Connection Manager configuration

    Just perform these simple steps to finish authentication configuration:

    1. Set Authentication Type to Azure App Credentials [OAuth]
    2. Optional step. Modify API Base URL if needed (in most cases default will work).
    3. Fill in all the required parameters and set optional parameters if needed.
    4. Finally, hit OK button:
    AzureDevopsDSN
    Azure DevOps
    Azure App Credentials [OAuth]
    https://dev.azure.com
    Required Parameters
    Token URL Fill-in the parameter...
    Client ID Fill-in the parameter...
    Client Secret Fill-in the parameter...
    Scopes (Use .default for App Credentials) Fill-in the parameter...
    Organization name or Id Fill-in the parameter...
    API Version Fill-in the parameter...
    Optional Parameters
    Default Project Name
    RetryMode RetryWhenStatusCodeMatch
    RetryStatusCodeList 429
    RetryCountMax 5
    RetryMultiplyWaitTime True
    ODBC DSN OAuth Connection Configuration

    Azure App Credentials with Certificate (Sign JWT with Private Key)

    Azure DevOps authentication

    Same as Application Credentials but uses a client certificate instead of a secret. [API reference]

    Step 1: Register the App in Microsoft Entra ID (AAD)

    1. Go to the Azure Portal > Microsoft Entra ID > App registrations and click New registration: Start new app registration in Microsoft Entra ID
    2. Name it (e.g., ZS-AzureDevOps-CertAuth).
    3. Set Supported account types to "Accounts in this organizational directory only" (Single Tenant): Register app in Microsoft Entra ID
    4. Leave Redirect URI blank (it's not used for Client Credentials flows).
    5. Click Register.

    Step 2: Upload Client Certificate

    1. In your new app, go to Certificates & secrets.
    2. Click the Certificates tab, then click Upload certificate.
    3. Upload your public key certificate (.cer, .pem, or .crt). Keep the private key secure on your system.
    4. Copy the Thumbprint for your configuration: Copy certificate thumbprint

    Step 3: Set Permissions and Admin Consent

    1. Go to API permissions > Add a permission.
    2. Select Azure DevOps and click Delegated permissions.
    3. Select the required scopes (e.g., vso.project, vso.work_full).
    4. Crucial: Click Grant admin consent for [Your Tenant]. Without this, the background service cannot acquire a token.

    Step 4: Map the App to Azure DevOps Organization

    1. Copy your Application (client) ID from the App Overview page.
    2. Go to your Azure DevOps Organization Settings > Users.
    3. Click Add users and paste the Application (client) ID in the search box to find the App.
    4. Assign an Access level (usually Basic) and add it to the relevant Projects.

    Step 5: Connection Settings

    In your SSIS package or ODBC data source, use the following in the Client Certificate configuration:

    • In the Token URL field, paste the OAuth token endpoint (v2) URL from the Azure Portal 'Endpoints' tab.
    • In the Client ID field, paste the Application (client) ID.
    • Configure your Certificate Path or Thumbprint in the Client Certificate tab of the connector.
    • In the Scope field, use: https://app.vssps.visualstudio.com/.default

    Step 6: Finalize Connection

    1. Press Generate Token. The connector will sign the request using your certificate to fetch a token.
    2. Click Test Connection to confirm the setup.
    3. Done! Your certificate-based connection is ready!
    API Connection Manager configuration

    Just perform these simple steps to finish authentication configuration:

    1. Set Authentication Type to Azure App Credentials with Certificate (Sign JWT with Private Key) [OAuth]
    2. Optional step. Modify API Base URL if needed (in most cases default will work).
    3. Fill in all the required parameters and set optional parameters if needed.
    4. Finally, hit OK button:
    AzureDevopsDSN
    Azure DevOps
    Azure App Credentials with Certificate (Sign JWT with Private Key) [OAuth]
    https://dev.azure.com
    Required Parameters
    Token URL Fill-in the parameter...
    Client ID Fill-in the parameter...
    Certificate: *** Configure [Client Certificate] Tab *** Fill-in the parameter...
    Scopes (Must match with App Registration) Fill-in the parameter...
    Organization name or Id Fill-in the parameter...
    API Version Fill-in the parameter...
    Optional Parameters
    Default Project Name
    RetryMode RetryWhenStatusCodeMatch
    RetryStatusCodeList 429
    RetryCountMax 5
    RetryMultiplyWaitTime True
    ODBC DSN OAuth Connection Configuration

    (Cloud) OAuth App - User Credentials (DEPRECATED)

    Azure DevOps authentication
    **DEPRECATED:** this OAuth-based user credential flow is legacy; for new integrations prefer the Azure App Credentials options below. Connecting to your Azure DevOps data requires you to authenticate your REST API access. Follow the instructions below:
    1. Go to https://app.vsaex.visualstudio.com/app/register to register your app.
    2. Fill in your application and company's information as required, and then select the scopes that your application needs. This should typically be Project and team (read and write) and Work items (read and write).
      Your selected scopes when registering your app must match the scopes you enter here on the connector screen. If they don't match, the connector will not be able to work with your Azure DevOps account!
      If you need further information about the scopes used in Azure DevOps, or need to see what to enter into the connector screen to match up with your selected scopes, visit https://learn.microsoft.com/en-us/azure/devops/integrate/get-started/authentication/oauth?view=azure-devops.
      Create OAuth application in Azure DevOps

      NOTE: For Authorization callback URL use your company's OAuth Redirect URL (if IT administrator provides you one) or you can use https://zappysys.com/oauth (it's safe).

    3. Select Create Application and then the Application Settings page will be displayed.
    4. Record the App ID for us to use later: Copy App ID in Azure DevOps
    5. And do the same with Client Secret: Use Client Secret to read Azure DevOps REST API data
    6. Then go to https://aex.dev.azure.com and select relevant organization on the left.
    7. Then copy Organization's host name part (e.g. acmeinc, if full host name is acmeinc.visualstudio.com), save it to a file, and click it: Copy Organization Host in Azure DevOps
    8. Back at the connector screen, enter the App ID into the Client Id (App ID) field that was recorded in the previous step.
    9. Enter the Client Secret that was recorded in the previous step into the Client Secret field. In order to edit the text in this field, select the ellipses (...) button that appears when the textbox is clicked, and edit the Client Secret with the dialog box that appears.
    10. Enter the organization that was recorded in step 5 into the Organization name or Id for url field.
    11. Click Generate Token. If proper authentication occurs, you will see a notice saying so. You can click Yes to save a backup file of your generated tokens.
    12. Select the project you want to connect to by default from the Default Project (Choose after Generating Token) field.
    13. Select the Security tab.
    14. Enter https://auditservice.dev.azure.com,https://almsearch.dev.azure.com into the Additional Trusted Domains field.
    15. Select the Test Connection button at the bottom of the window to verify proper connectivity with your Azure DevOps account.
    16. If the connection test succeeds, select OK.
    17. To edit previously created app you can visit https://app.vsaex.visualstudio.com/me and see Applications and services section. Click on your desired app name.
    API Connection Manager configuration

    Just perform these simple steps to finish authentication configuration:

    1. Set Authentication Type to (Cloud) OAuth App - User Credentials (DEPRECATED) [OAuth]
    2. Optional step. Modify API Base URL if needed (in most cases default will work).
    3. Fill in all the required parameters and set optional parameters if needed.
    4. Press Generate Token button to generate the tokens.
    5. Finally, hit OK button:
    AzureDevopsDSN
    Azure DevOps
    (Cloud) OAuth App - User Credentials (DEPRECATED) [OAuth]
    https://dev.azure.com
    Required Parameters
    Client Id (App ID) Fill-in the parameter...
    Client Secret Fill-in the parameter...
    Organization name or Id (e.g. mycompany) Fill-in the parameter...
    Return URL Fill-in the parameter...
    Scopes (Use .default for App Credentials) Fill-in the parameter...
    API Version Fill-in the parameter...
    Optional Parameters
    Default Project Name (Choose after Generating Token)
    RetryMode RetryWhenStatusCodeMatch
    RetryStatusCodeList 429
    RetryCountMax 5
    RetryMultiplyWaitTime True
    ODBC DSN OAuth Connection Configuration

    (Cloud) Personal Access Token (PAT) (DEPRECATED)

    Azure DevOps authentication
    **DEPRECATED:** Personal Access Tokens are still supported but the new Azure App Credentials auth is recommended for security and automation. To connect to Azure DevOps using a Personal Access Token (PAT), you must first create a valid PAT:
    1. Start by going to https://aex.dev.azure.com and selecting relevant organization on the left.
    2. Then copy Organization's host name part (e.g. acmeinc, if full host name is acmeinc.visualstudio.com), save it to a file, and click it: Copy Organization Host in Azure DevOps
    3. Next, click User settings icon and then click Personal access tokens: Click User Settings icon in Azure DevOps
    4. Then click New Token button to create a new personal access token: Create new token in Azure DevOps
    5. Continue by...
      • naming your token
      • selecting the right Organization
      • setting token's Expiration date (it's recommended to use Custom defined option and make it expire after one year or later)
      • and setting the Scopes:
      Finish creating token in Azure DevOps

      NOTE: You may be restricted from creating full-scoped PATs. If so, your Azure DevOps administrator in Azure AD has enabled a policy which limits you to a specific custom defined set of scopes.

    6. Now click Copy button and save the newly created token into a file for quick access later: Use Azure DevOps token to read REST API data
    7. Go back to the connector screen, input the token you saved in a previous step into the Personal Access Token (PAT) field.
    8. Then enter the Organization host name part that you noted recorded in previous step into Organization name or Id for url field.
    9. Enter the name or Id of the project you want to connect to by default in the Default Project (Choose after above fields) field.
    10. Select the Security tab.
    11. Enter https://auditservice.dev.azure.com,https://almsearch.dev.azure.com,https://analytics.dev.azure.com into the Additional Trusted Domains field.
    12. Select the Test Connection button at the bottom of the window to verify proper connectivity with your Azure DevOps account.
    13. Done!
    API Connection Manager configuration

    Just perform these simple steps to finish authentication configuration:

    1. Set Authentication Type to (Cloud) Personal Access Token (PAT) (DEPRECATED) [Http]
    2. Optional step. Modify API Base URL if needed (in most cases default will work).
    3. Fill in all the required parameters and set optional parameters if needed.
    4. Finally, hit OK button:
    AzureDevopsDSN
    Azure DevOps
    (Cloud) Personal Access Token (PAT) (DEPRECATED) [Http]
    https://dev.azure.com
    Required Parameters
    Personal Access Token (PAT) Fill-in the parameter...
    Organization name or Id for url Fill-in the parameter...
    API Version Fill-in the parameter...
    Optional Parameters
    AuthScheme Bearer
    AuthHeader Authorization
    Default Project Name
    RetryMode RetryWhenStatusCodeMatch
    RetryStatusCodeList 429
    RetryCountMax 5
    RetryMultiplyWaitTime True
    ODBC DSN HTTP Connection Configuration

    (On-Premises) Personal Access Token (PAT) (DEPRECATED)

    Azure DevOps authentication
    **DEPRECATED:** On-premises PAT method is legacy; consider Azure App Credentials if your server supports Azure AD apps. To connect to Azure DevOps On-Premises Server using a Personal Access Token (PAT), you must first create a valid PAT:
    1. Start by navigating to your on-premises Azure DevOps Server URL.
      NOTE: The screenshots shown below are from the cloud version, so your interface may look slightly different depending on which on-premises Azure DevOps Server version you’re using — however, the overall concepts and steps are very similar between the cloud and on-premises editions.
    2. Now open any project and capture Collection Name from the URL. For example if your URL is 
      https://tfs.mycompany.local/tfs/MyCollection/MyProject/
      then your collection name is MyCollection usually after /tfs/. Copy this collection name and later we will enter on Connection UI.
    3. Next, click User settings icon and then click Personal access tokens: Click User Settings icon in Azure DevOps
    4. Then click New Token button to create a new personal access token: Create new token in Azure DevOps
    5. Continue by...
      • naming your token
      • selecting the right Organization
      • setting token's Expiration date (it's recommended to use Custom defined option and make it expire after one year or later)
      • and setting the Scopes:
      Finish creating token in Azure DevOps

      NOTE: You may be restricted from creating full-scoped PATs. If so, your Azure DevOps administrator in Azure AD has enabled a policy which limits you to a specific custom defined set of scopes.

    6. Now click Copy button and save the newly created token into a file for quick access later: Use Azure DevOps token to read REST API data
    7. Go back to the connector screen, input the token you saved in a previous step into the Personal Access Token (PAT) field.
    8. Then enter the Organization host name part that you noted recorded in previous step into Organization name or Id for url field.
    9. Enter the name or Id of the project you want to connect to by default in the Default Project (Choose after above fields) field.
    10. Select the Security tab.
    11. Enter https://auditservice.dev.azure.com,https://almsearch.dev.azure.com,https://analytics.dev.azure.com into the Additional Trusted Domains field.
    12. Select the Test Connection button at the bottom of the window to verify proper connectivity with your Azure DevOps account.
    13. Done!
    API Connection Manager configuration

    Just perform these simple steps to finish authentication configuration:

    1. Set Authentication Type to (On-Premises) Personal Access Token (PAT) (DEPRECATED) [Http]
    2. Optional step. Modify API Base URL if needed (in most cases default will work).
    3. Fill in all the required parameters and set optional parameters if needed.
    4. Finally, hit OK button:
    AzureDevopsDSN
    Azure DevOps
    (On-Premises) Personal Access Token (PAT) (DEPRECATED) [Http]
    https://dev.azure.com
    Required Parameters
    Personal Access Token (PAT) Fill-in the parameter...
    Collection name (e.g. MyCollection) Fill-in the parameter...
    API Version Fill-in the parameter...
    Optional Parameters
    AuthScheme Bearer
    AuthHeader Authorization
    Default Project Name
    RetryMode RetryWhenStatusCodeMatch
    RetryStatusCodeList 429
    RetryCountMax 5
    RetryMultiplyWaitTime True
    ODBC DSN HTTP Connection Configuration

  7. Once the data source connection has been configured, it's time to configure the SQL query. Select the Preview tab and then click Query Builder button to configure the SQL query:

    ZappySys API Driver - Azure DevOps
    Read and write Azure DevOps (Cloud or On-Premises) data effortlessly. Integrate, manage, and automate work items, projects, and teams — almost no coding required.
    AzureDevopsDSN
    Open Query Builder in API ODBC Driver to read and write data to REST API

  8. Start by selecting the Table or Endpoint you are interested in and then configure the parameters. This will generate a query that we will use in SSAS to retrieve data from Azure DevOps. Hit OK button to use this query in the next step. 

    SELECT * FROM WorkItems
    Configure table/endpoint parameters in ODBC data source based on API Driver
    Some parameters configured in this window will be passed to the Azure DevOps API, e.g. filtering parameters. It means that filtering will be done on the server side (instead of the client side), enabling you to get only the meaningful data much faster.

  9. Now hit Preview Data button to preview the data using the generated SQL query. If you are satisfied with the result, use this query in SSAS:

    ZappySys API Driver - Azure DevOps
    Read and write Azure DevOps (Cloud or On-Premises) data effortlessly. Integrate, manage, and automate work items, projects, and teams — almost no coding required.
    AzureDevopsDSN
    SELECT * FROM WorkItems
    API ODBC Driver-based data source data preview
    You can also access data quickly from the tables dropdown by selecting <Select table>.
    A WHERE clause, LIMIT keyword will be performed on the client side, meaning that the whole result set will be retrieved from the Azure DevOps API first, and only then the filtering will be applied to the data. If possible, it is recommended to use parameters in Query Builder to filter the data on the server side (in Azure DevOps servers).

  10. Click OK to finish creating the data source.

  11. Once done, go to the Network Settings tab and Add a firewall rule for inbound traffic:

    Data Gateway - Add firewall rule for inbound connections
    • This will initially allow all inbound traffic.
    • Click Edit IP filters to restrict access to specific IP addresses or ranges.

  12. Crucial Step: After creating or modifying the data source, you must:

    • Click the Save button to persist your changes.
    • Hit Yes when prompted to restart the Data Gateway service.

    This ensures all changes are properly applied:

    ZappySys Data Gateway - Save Changes
    Skipping this step may cause the new settings to fail, preventing you from connecting to the data source.

Read Azure DevOps data in SSAS cube

With the data source created in the Data Gateway (previous step), we're now ready to read Azure DevOps data in an SSAS cube. Before we dive in, open Visual Studio and create a new Analysis Services project. Then, you're all set!

In the example below, we use Multidimensional and Data Mining Analysis Services project, but it should work with Tabular project too.

Create data source based on ZappySys Data Gateway

Let's start by creating a data source for a cube, based on the Data Gateway's data source we created earlier. So, what are we waiting for? Let's do it!

  1. Create a new data source: Create new data source in SSAS to read API data
  2. Once a window opens, select Create a data source based on an existing or new connection option and click New...: Connect to ZappySys Data Gateway in SSAS to read API data
  3. Here things become a little complicated, but do not despair, it's only for a little while. Just perform these little steps:
    • Select Native OLE DB\SQL Server Native Client 11.0 as provider.
    • Enter your Server name (or IP address) and Port, separated by a comma.
    • Select SQL Server Authentication option for authentication.
    • Input User name which has admin permissions in the ZappySys Data Gateway.
    • In Database name field enter the same data source name you use in the ZappySys Data Gateway.
    • Hopefully, our hard work is done, when we Test Connection.
    AzureDevopsDSN
    AzureDevopsDSN
    Configure new data source in SSAS to read API data
    If SQL Server Native Client 11.0 is not listed as Native OLE DB provider, try using these:
    • Microsoft OLE DB Driver for SQL Server
    • Microsoft OLE DB Provider for SQL Server
  4. Indeed, life is easy again: Test connection to ZappySys Data Gateway in SSAS to read API data

Add data source view

We have data source in place, it's now time to add a data source view. Let's not waste a single second and get on to it!

  1. Start by right-clicking on Data Source Views and then choosing New Data Source View...:

    Create new data source view in SSAS to read API data

  2. Select the previously created data source and click Next:

    Connect to ZappySys Data Gateway in SSAS to read API data

  3. Ignore the Name Matching window and click Next.

  4. Add the tables you will use in your SSAS cube:

    Select tables to read API data in SSAS cube
    For cube dimensions, consider creating a Virtual Table in the Data Gateway's data source. Use the DISTINCT keyword in the SELECT statement to get unique values from the facts table, like this: 
    SELECT DISTINCT Country FROM Customers
    For demonstration purposes we are using sample tables which may not be available in Azure DevOps.

  5. Review your data source view and click Finish:

    Successful data source view creation in SSAS

  6. Add the missing table relationships and you're done!

    Create additional table relationships in SSAS to read API data

Create cube

We have a data source view ready to be used by our cube. Let's create one!

  1. Start by right-clicking on Cubes and selecting New Cube... menu item: Create new SSAS cube to read API data
  2. Select tables you will use for the measures: Choose measure tables in SSAS to read API data
  3. And then select the measures themselves: Selecting measures for SSAS cube to read API data
  4. Don't stop and select the dimensions too: Choosing dimensions for SSAS cube to read API data
  5. Move along and click Finish before the final steps: Read API data in SSAS cube
  6. Review your cube before processing it: Read API data in SSAS cube
  7. It's time for the grand finale! Hit Process... to create the cube: Process SSAS cube to read API data
  8. A splendid success! SSAS cube processed to read API data

Execute MDX query

The cube is created and processed. It's time to reap what we sow! Just execute an MDX query and get Azure DevOps data in your SSAS cube:

Execute MDX in SSAS cube to read API data

Supported Azure DevOps Connector actions

Got a specific use case in mind? We've mapped out exactly how to perform a variety of essential Azure DevOps operations directly in SSAS, so you don't have to figure out the setup from scratch. Check out the step-by-step guides below:

Conclusion

In this article we showed you how to connect to Azure DevOps in SSAS and integrate data without writing complex code — all of this was powered by Azure DevOps ODBC Driver.

Download ODBC PowerPack now or ping us via chat if you have any questions or are looking for a specific feature (you can also reach out to us by submitting a ticket):

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