I'm working on a Data Lake project and I'm using Azure Databricks (writing pyspark code) for ETL purpose and Azure DevOps for CICD and source control purpose. I have noticed Test Plans n Devops: my query is can I use test plans for Data Lake testing? I went through the internet browsing related test plans but I did not find anything about plans related to Data Lake, Database or Data warehousing.
You can use Azure Devops Test Plans for Datalake testing. If your Data Lake test cases are written in c#, you can use Azure devops Test plans for Datalake testing just like any other c# test projects.
1,Here is the example for set up Datalake test case, Test your Azure Data Lake Analytics code.
2,Then you can create test workitems in your azure devops boards.
3,After your test items are created in azure devops, you can associate them to your test cases in visual studio test project. Please check the detailed steps
Associate automated tests with test cases.
4, In the Test plans of your azure devops project, Create test plans for your test work items
5, Then you can run your automated tests from the test hub in azure devops
Related
How can we run python scripts in Synapse in production environments? I want to know the best practices.
You can use custom activities in an Azure Data Factory or Azure Synapse Analytics pipeline to run Python scripts.
For more details, refer to below links:
Use custom activities in an Azure Data Factory or Azure Synapse Analytics pipeline
Tutorial: Run Python scripts through Azure Data Factory using Azure Batch
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
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/
I have successfully created a runtime in DataFactory and have stuff running.
When I go to create another runtime in Azure Purview, it prompts to remove or repair which results in the lose of the ADF one. How can I utilise the same runtime on multiple services.?
I came across this documentation which details how I can create shared runtime but only within the ADF.
Did I miss something? Given that runtime is defined as The Microsoft Integration Runtime is a customer managed data integration and scanning infrastructure used by Azure Data Factory, Azure Synapse Analytics and Azure Purview to provide data integration and scanning capabilities across different network environments. Shouldn't it be cross service detectable?
Looks you could not use the same runtime with DataFactory and Azure Purview.
From the doc - Known limitations of self-hosted IR sharing:
The sharing feature works only for data factories within the same Azure AD tenant.
From the Note in this Azure Purview doc:
The Purview Integration Runtime cannot be shared with an Azure Synapse Analytics or Azure Data Factory Integration Runtime on the same machine. It needs to be installed on a separated machine.
I am following this tutorial https://learn.microsoft.com/en-us/azure/data-factory/tutorial-copy-data-dot-net
to develop C# .NET based console application for ETL solution using Azure Data Factory.
It covers Azure Active Directory Application and Azure Batch Service is not mentioned. But this tutorial https://learn.microsoft.com/en-us/azure/data-factory/transform-data-using-dotnet-custom-activity covers Azure Batch Service
Both Azure Active Directory and Azure Batch Service are completely new to me.
I need to know whether I need both for my ETL Solution or not