Exam DP-700 topic 1 question 56 discussion

https://learn.microsoft.com/en-us/fabric/cicd/deployment-pipelines/intro-to-deployment-pipelines?tabs=new-ui#:~:text=Real%2Dtime%20Intelligence%20items%3A

An Item should be added to a Fabric Deployment Pipeline. So the only choice is B.

The correct answer is A as DevOps is dedicated to control creation and deployment of fabric item through script, api and rules. B is false because the evenstream is a current association with the eventhouse but is not linked to any direct deployment control ability.

I originally thought B and this was how ChatGPT explained it In Microsoft Fabric, Eventhouses are used to store and analyze real-time event data. However, you can't directly add an Eventhouse to a deployment pipeline (like you can with Lakehouses, Dataflows, or Reports). Instead, you deploy and manage Eventhouses through Eventstreams, which serve as the ingestion and routing layer for events.

An eventstream is the only unique choice and is used with an Eventhouse

Pipeline boys!

I believe it is also B, although like most, this is a silly worded answer.

Why not others A. Azure DevOps pipeline: While useful for CI/CD, it doesn't natively manage Fabric-specific components like Eventhouse. C. GitHub Actions: Similar to Azure DevOps, it's a general-purpose automation tool, not specific to Fabric's real-time data infrastructure.

To deploy an Eventhouse as part of your Fabric deployment pipeline, you should use an eventstream. This is the supported method within Fabric's deployment pipeline for adding and managing Eventhouse components across Dev, Test, and Prod workspaces. External tools like Azure DevOps pipelines or GitHub Actions are not designed to natively handle Fabric’s metadata and dependencies for Eventhouse, and relying solely on them can lead to broken relationships and inconsistent deployments Note: Dev, Test and Prod are not environments they were called as Workspaces. Don't get confused there

To automate deployment of such components across multiple Fabric workspaces (Dev → Test → Prod), you'd use deployment automation tools like Azure DevOps pipelines .

Azure DevOps pipeline and GitHub Actions are both CICD tools. An eventstream is the only unique choice and is used with an Eventhouse

Devops Pipeline