Azure Data Factory CI/CD with GitHub Actions
Introduction
The demand for continuous integration and continuous delivery (CI/CD) is growing in the cloud. CI/CD enables organizations to quickly and reliably deploy software changes, while maintaining quality and stability. In this article, I will discuss how to implement CI/CD for Azure Data Factory with GitHub Actions.
What is CI/CD?
Continuous integration and continuous delivery (CI/CD) is a software development practice that allows developers to rapidly and reliably integrate code changes, while ensuring that the quality and stability of the software is maintained. It is a combination of automation, version control, and testing that enables teams to quickly and reliably deploy code changes.
What is Azure Data Factory?
Azure Data Factory is a cloud-based data integration service that enables organizations to quickly and reliably move and transform data from one data store to another. Data Factory enables organizations to quickly and reliably ingest, transform, and load data from a variety of sources, such as on-premises databases, cloud data stores, and streaming services.
Why use CI/CD with Azure Data Factory?
CI/CD allows organizations to quickly and reliably deploy code changes, while maintaining quality and stability. With CI/CD, organizations can quickly and reliably deploy changes to their Azure Data Factory pipelines, while ensuring that the code is stable and of high quality.
How to Implement CI/CD with Azure Data Factory and GitHub Actions
The primary tools used to implement CI/CD for Azure Data Factory with GitHub Actions are Azure Data Factory, GitHub, and GitHub Actions.
Azure Data Factory
Azure Data Factory is the primary tool used to create and manage data pipelines. With Azure Data Factory, organizations can quickly and reliably ingest, transform, and load data from a variety of sources, such as on-premises databases, cloud data stores, and streaming services.
GitHub
GitHub is the version control repository used to store the code for the pipelines. GitHub allows developers to store, version, and share code.
GitHub Actions
GitHub Actions is the tool used to automate the deployment of the pipelines. With GitHub Actions, developers can create automated workflows to deploy the pipelines to Azure Data Factory.
Conclusion
Azure Data Factory is a powerful tool for quickly and reliably moving and transforming data from one data store to another. By combining Azure Data Factory with GitHub Actions, organizations can quickly and reliably deploy code changes, while ensuring that the code is of high quality and stability. CI/CD for Azure Data Factory with GitHub Actions is a great way to improve the quality and reliability of your data pipelines.
References:
Azure Data Factory CI/CD with GitHub Actions
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1. Azure Data Factory
2. CI/CD with GitHub Actions
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