Snowflake is rolling out DCM Projects, a new feature designed to manage Snowflake infrastructure declaratively. This aims to bring software engineering principles like version control and audibility to data object management.
The new tool allows users to define Snowflake objects, such as databases, schemas, warehouses, roles, and grants, as code. This approach enables consistent deployment across different environments and detailed tracking of changes.
Managing Data Infrastructure as Code
Traditionally, managing complex Snowflake environments at scale has required significant coordination. DCM Projects addresses this by enabling users to define their desired state using manifest and SQL definition files.
The system then computes differences, resolves dependencies, and deploys changes automatically. This mirrors practices common in software development, making data infrastructure more manageable and auditable.
This mirrors practices common in software development, making data infrastructure more manageable and auditable.
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What You Can Build
DCM Projects is initially focused on several key workflows. These include defining and managing platform infrastructure, similar to how Snowflake platform infrastructure is managed. It also supports the lifecycle of data pipelines, including views, dynamic tables, and functions.
Additionally, the tool facilitates data governance by defining roles and grants declaratively. Support for ML infrastructure and Streamlit Apps is currently under development.
Snowflake DCM Projects is now available in public preview.
