page_type: sample languages:

• python
• csharp
• typeScript
• bicep products:
• azure
• microsoft-fabric
• azure-sql-database
• azure-data-factory
• azure-databricks
• azure-stream-analytics
• azure-synapse-analytics description: "Code samples showcasing how to apply DevOps concepts to the modern data warehouse architecture leveraging different Azure data technologies."

DataOps for the Modern Data Warehouse

This repository contains numerous code samples and artifacts on how to apply DevOps principles to data pipelines built according to the Modern Data Warehouse (MDW) architectural pattern on Microsoft Azure.

The samples are either focused on a single azure service (Single Tech Samples) or showcases an end to end data pipeline solution as a reference implementation (End to End Samples). Each sample contains code and artifacts relating one or more of the following

• Infrastructure as Code (IaC)
• Build and Release Pipelines (CI/CD)
• Testing
• Observability / Monitoring

Single Technology Samples

• Microsoft Fabric
  • Feature engineering on Microsoft Fabric
• Azure SQL database
  • CI/CD - Azure SQL database
• Azure Databricks
  • IaC - Basic deployment
• Azure Data Factory
  • CI/CD - Auto publish
  • Data pre-processing using Azure Batch
• Azure Synapse Analytics
  • Serverless best practices
• Azure Stream Analytics
  • CI/CD - Azure Stream Analytics

End to End samples

Parking Sensor Solution

This demonstrates batch, end-to-end data pipeline following the MDW architecture, along with a corresponding CI/CD process.

This has two version of the solution:

• Azure Data Factory and Azure Databricks Version
• Azure Synapse Version

Contributing

This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.

When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact [email protected] with any additional questions or comments.