{"type":"doc","content":[{"type":"extension","attrs":{"layout":"default","extensionType":"com.atlassian.confluence.macro.core","extensionKey":"toc","parameters":{"macroParams":{"minLevel":{"value":"1"},"maxLevel":{"value":"6"},"outline":{"value":"false"},"style":{"value":"none"},"type":{"value":"list"},"printable":{"value":"true"}},"macroMetadata":{"macroId":{"value":"d84c0132-8863-4926-9cbd-ca3ed304dc73"},"schemaVersion":{"value":"1"},"title":"Table of Contents"}},"localId":"153d727e-dd61-477f-979e-28db13626387"}},{"type":"heading","attrs":{"level":2},"content":[{"text":"Introduction to Azure Power BI","type":"text"}]},{"type":"paragraph","content":[{"text":"Power BI is a unified self-service and enterprise analytics solution. It lets you visualize your data and share insights across your organization and embed them in your app or website. Azure Analytics and Power BI together provide insights at scale, allowing you to develop the data-driven culture needed to thrive in a fast-paced, competitive environment.","type":"text"}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"Objective","type":"text"}]},{"type":"paragraph","content":[{"text":"In this tutorial we are going to talk about deploying Power BI Reports and Dataset. As per best practice and standard approach, the deployment process will depict shared dataset deployment along with the report that is built using it.","type":"text"}]},{"type":"paragraph","content":[{"text":"We are going to utilize FlexDeploy's capability of integrating with Azure DevOps. ","type":"text"},{"text":"Power BI Actions","type":"text","marks":[{"type":"strong"}]},{"text":" extension that is available in Azure DevOps Marketplace, has the ideal support for Dataset and Reports deployment. FlexDeploy will do the entire orchestration to make the deployment happen. ","type":"text"}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"Flow","type":"text"}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"Azure DevOps Pipelines","type":"text"}]},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"DevOps release pipeline will fetch the pbix formatted file for dataset and report and deploy them to the target workspace in PowerBI. As a pre-requisite, the pbix files must be uploaded to SCM repository of user’s choice.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"In case, one chooses to deploy one single report pbix file, the pipeline flow will remain same. So, it is flexible enough to support both the scenarios.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"Dataset files can grow large in size depending on how much data is wrapped inside it and Azure artifacts feeds become paid service if more than 2GB space is utilized. Hence, we will maintain the dataset pbix files in DevOps build pipeline as part of build artifacts. Release pipeline will consume from there. The benefit is one doesn’t have to much worry about space occupancy in Feed. ","type":"text"}]}]}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"FlexDeploy Orchestration","type":"text"}]},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"One has the flexibility to selectively choose the dataset and report files for deployment. We are going to brief about the package-based deployment here, which will enable this scope.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"The build workflow will take the chosen artifacts and send them to Azure DevOps build pipeline via FlexDeploy’s Azure DevOps plugin.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"The deploy workflow will trigger the deployment for those artifacts to target workspace provided by user.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"All the user’s choice parameters such as workspace name etc will be set and passed from FlexDeploy.","type":"text"}]}]}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"Setting up Service Principal with necessary privileges","type":"text"}]},{"type":"paragraph","content":[{"text":"The deployment of datasets and reports to target workspace will be done using a service principal. For this one must ensure right permissions are given to it. We will talk about where exactly we are pointing to this SP from the Azure DevOps Release pipeline in the later sections.","type":"text"}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"Create a Microsoft Entra app in the Azure portal","type":"text"}]},{"type":"paragraph","content":[{"text":"Please follow the instructions in Step 2 in this page: ","type":"text"},{"type":"inlineCard","attrs":{"url":"https://learn.microsoft.com/en-us/power-bi/developer/embedded/embed-service-principal#create-a-microsoft-entra-app-in-the-azure-portal"}},{"text":" ","type":"text"}]},{"type":"paragraph","content":[{"text":"For this tutorial we are naming our SP as ","type":"text"},{"text":"PowerBICICDApp","type":"text","marks":[{"type":"strong"},{"type":"em"}]},{"text":".","type":"text"}]},{"type":"mediaSingle","attrs":{"layout":"center","width":1558,"widthType":"pixel"},"content":[{"type":"media","attrs":{"width":2531,"alt":"image-20240423-060810.png","id":"11e33c0c-a3fe-441c-84d5-bfae58e43ea0","collection":"contentId-10673586177","type":"file","height":561}}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"Create a Microsoft Entra security group","type":"text"}]},{"type":"paragraph","content":[{"text":"Please follow the instructions in Step 2 in this page: ","type":"text"},{"type":"inlineCard","attrs":{"url":"https://learn.microsoft.com/en-us/power-bi/developer/embedded/embed-service-principal#step-2---create-a-microsoft-entra-security-group"}},{"text":" ","type":"text"}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"Enable the Power BI service admin settings","type":"text"}]},{"type":"paragraph","content":[{"text":"Please follow the instructions in Step 3 in this page: ","type":"text"},{"type":"inlineCard","attrs":{"url":"https://learn.microsoft.com/en-us/power-bi/developer/embedded/embed-service-principal#step-3---enable-the-power-bi-service-admin-settings"}},{"text":" ","type":"text"}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"Add the service principal to your workspace","type":"text"}]},{"type":"paragraph","content":[{"text":"Please follow the instructions in Step 4 in this page: ","type":"text"},{"type":"inlineCard","attrs":{"url":"https://learn.microsoft.com/en-us/power-bi/developer/embedded/embed-service-principal#add-a-service-principal-or-security-group-manually"}},{"text":" ","type":"text"}]},{"type":"paragraph","content":[{"text":"If there are multiple such target workspaces where the resources will be deployed, then the SP must be given access to every one of them following this step. 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But it can be anything of user’s choice, say Github, gitlab etc.","type":"text"}]},{"type":"paragraph","content":[{"text":"Created a repository named ","type":"text"},{"text":"az-powerbi-artifacts","type":"text","marks":[{"type":"strong"},{"type":"em"}]},{"text":" under newly created project ","type":"text"},{"text":"FD-PowerBIDeploy","type":"text","marks":[{"type":"strong"},{"type":"em"}]},{"text":". As developer creates the dataset and reports, they must save them in the format of .pbix files and store in the repository under respective folders such as dataset, reports. This will help in identifying and choosing easily the respective objects while deploying. Will talk about it in details next.","type":"text"}]},{"type":"mediaSingle","attrs":{"layout":"center","width":1558,"widthType":"pixel"},"content":[{"type":"media","attrs":{"width":1695,"alt":"image-20240423-065817.png","id":"1489e2e1-ceac-48f4-993e-2593efad2b58","collection":"contentId-10673586177","type":"file","height":366}}]},{"type":"paragraph","content":[{"text":"dataset","type":"text","marks":[{"type":"underline"},{"type":"strong"}]},{"text":":","type":"text","marks":[{"type":"underline"}]}]},{"type":"mediaSingle","attrs":{"layout":"center","width":1558,"widthType":"pixel"},"content":[{"type":"media","attrs":{"width":1703,"alt":"image-20240423-065932.png","id":"cc043aa1-08e9-45ff-8ccd-a8c0e4f349c5","collection":"contentId-10673586177","type":"file","height":271}}]},{"type":"paragraph","content":[{"text":"reports","type":"text","marks":[{"type":"underline"},{"type":"strong"}]},{"text":":","type":"text","marks":[{"type":"underline"}]}]},{"type":"mediaSingle","attrs":{"layout":"center","width":1558,"widthType":"pixel"},"content":[{"type":"media","attrs":{"width":1704,"alt":"image-20240423-065842.png","id":"f550c7e8-bcbe-494a-ae83-7bf979dd1871","collection":"contentId-10673586177","type":"file","height":333}}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"Azure DevOps Pipeline","type":"text"}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"Build Pipeline","type":"text"}]},{"type":"paragraph","content":[{"text":"Navigate to the Pipelines option under the Project FD-PowerBIDeploy and create a new pipeline as below:","type":"text"}]},{"type":"paragraph","content":[{"text":"Add the variables as highlighted.","type":"text"}]},{"type":"mediaSingle","attrs":{"layout":"center","width":1558,"widthType":"pixel"},"content":[{"type":"media","attrs":{"width":1685,"alt":"image-20240423-070723.png","id":"d0e15af0-1924-41d8-b4ab-06c4e1cbfd55","collection":"contentId-10673586177","type":"file","height":889}}]},{"type":"expand","attrs":{"title":"Pipeline yaml"},"content":[{"type":"codeBlock","content":[{"text":"# Starter pipeline\n\n# Start with a minimal pipeline that you can customize to build and deploy your code.\n# Add steps that build, run tests, deploy, and more:\n# https://aka.ms/yaml\n\ntrigger:\n- main\n\npool:\n vmImage: ubuntu-latest\n\nsteps:\n- script: echo Initiating Build!!\n displayName: 'Initiated'\n\n- task: UniversalPackages@0\n inputs:\n command: 'download'\n downloadDirectory: '$(System.DefaultWorkingDirectory)/PBIArtifacts'\n feedsToUse: 'internal'\n vstsFeed: $(feedName)\n vstsFeedPackage: $(packageName)\n vstsPackageVersion: $(packageVersion)\n- task: PublishBuildArtifacts@1\n inputs:\n PathtoPublish: '$(System.DefaultWorkingDirectory)/PBIArtifacts'\n ArtifactName: $(packageName)\n publishLocation: 'Container'","type":"text"}]}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"Release Pipeline","type":"text"}]},{"type":"paragraph","content":[{"text":"Navigate to the Pipelines option under the Project FD-PowerBIDeploy, select Releases and create a new release pipeline as below:","type":"text"}]},{"type":"paragraph","content":[{"text":"Add the variables as highlighted.","type":"text"}]},{"type":"paragraph","content":[{"text":"For this tutorial, we are naming it as ","type":"text"},{"text":"DeployToPowerBIWS.","type":"text","marks":[{"type":"strong"},{"type":"em"}]}]},{"type":"mediaSingle","attrs":{"layout":"center","width":1558,"widthType":"pixel"},"content":[{"type":"media","attrs":{"width":1702,"alt":"image-20240423-071038.png","id":"39e76f65-55a5-4b80-a933-a4af48c91988","collection":"contentId-10673586177","type":"file","height":698}}]},{"type":"paragraph","content":[{"text":"We are going to deploy resources to UAT target workspace, hence added the stage UAT. You may add as many stages as applicable to the deployment. Ensure selecting Manual Only bullet option.","type":"text"}]},{"type":"heading","attrs":{"level":4},"content":[{"text":"Variables","type":"text"}]},{"type":"paragraph","content":[{"text":"Click on the Variables and add the below ones. We will be using them throughout the pipeline.","type":"text"}]},{"type":"mediaSingle","attrs":{"layout":"center","width":1558,"widthType":"pixel"},"content":[{"type":"media","attrs":{"width":1700,"alt":"image-20240423-072523.png","id":"de5fcd92-619f-4fe9-88dd-e93dd7eb57d9","collection":"contentId-10673586177","type":"file","height":371}}]},{"type":"heading","attrs":{"level":4},"content":[{"text":"Tasks","type":"text"}]},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"First task will be grabbing the pbix files from the build pipeline. 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