How to Connect Azure Data Factory (ADF) with Azure DevOps? - azure

I want to connect an existing ADF project to Azure DevOps CI CD workflow. Any URL or resource will help

You could check the links below:
Continuous integration and delivery in Azure Data Factory
A Step-by-Step Process to Connect Azure Data Factory (ADF) with Azure
DevOps
How to Connect Azure Data Factory to Azure DevOps
Using Azure DevOps CI CD to Deploy Azure Data Factory Environments

Related

Is there a way to deploy an Azure DevOps repo to an Azure VM?

Essentially what I'm wanting to happen is the following:
Push changes to .NET Core app in Azure DevOps repo
Changes get pulled down to an Azure VM
dotnet publish the pulled down code to a directory
I've tried creating a Release pipeline and I'm able to create an IIS website, etc. but there aren't any options for deploying a .NET Core app
The Azure DevOps Project simplifies the setup of an entire continuous integration (CI) and continuous delivery (CD) pipeline to Azure with Azure DevOps. You can start with existing code or use one of the provided sample applications. Then you can quickly deploy that application to various Azure services such as Virtual Machines, App Service, Azure Kubernetes Services (AKS), Azure SQL Database, and Azure Service Fabric.
it is explained in the below link.
https://www.azuredevopslabs.com/labs/vstsextend/azuredevopsprojectdotnet/

Create Azure Synapse Pipeline using Terraform

I'm new to Azure and was wondering if we can create Synapse pipeline using terraform. I tried searching on hasicorp website but could not find anything that specifically provided instructions on how to be able to create Azure Synapse pipeline using terraform.
As of today, it is not possible to create Azure Synapse Pipeline using Terraform.
You can create Azure synapse pipeline using Azure CLI.
For more details, refer to az synapse pipeline

Backup Azure SQL Database using Azure Devops

We are using Azure devops to deploy changes to Azure SQL database using dacpac. I want to add a step in the build or release pipeline to take backup of the database but didn't find any task in devops marketplace. Can anyone suggest some way to take db backup in devops pipeline. It will be very helpful. Thanks.
Azure CLI with az sql db commands can be used to manage your Azure Database.
Azure Devops Service provides Azure CLI task to call Azure CLI in Azure Devops pipelins.
And here're two documents that you can refer to:
Use CLI to backup an Azure SQL single database to an Azure storage container
Use CLI to restore a single database in Azure SQL Database to an earlier point in time

How to run Azure CLI command from azure ADF pipeline?

I have set of Azure CLI commands ready which append data into an existing azure data lake file.
We need to run all these commands from an ADF (Azure Data Factory) pipeline. Does anyone have any idea on how we can run Azure CLI commands from ADF pipeline?
You can create an Azure function and call it from ADF with the Azure Function Activity: https://learn.microsoft.com/en-us/azure/data-factory/control-flow-azure-function-activity
Here is a tutorial to run azure-cli commands in Azure Functions: https://learn.microsoft.com/en-us/azure/azure-functions/scripts/functions-cli-create-serverless
Hope this helped!!

Azure DevOps pipelines for Azure Databricks

No idea what all from Azure databricks can be based on Azure DevOps pipeline. We are planning to use github as repository.
Like can Azure databricks be coded in file and then that file i can manage in git repo?
Can we use Azure DevOps CD pipeline for deployment in Azure Databricks?
Can we use Azure DevOps CD pipeline for deployment in Azure Databricks?
The short answer is yes.
We could configure Azure Databricks workspace to use Azure DevOps and there is a task Databricks Script Deployment Task by Data Thirst, which will give you the option of deploying scripts, secrets and notebooks to Databricks.
For the details info, you can refer to following document:
CI/CD with Databricks and Azure DevOps
Hope this helps.

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