How we built a structured Streamlit Application Framework in Snowflake

The GitLab Data team successfully transformed disjointed Streamlit applications into a cohesive and scalable framework integrated with Snowflake, utilizing GitLab's CI/CD infrastructure for enhanced security and efficiency. This initiative addressed challenges such as inconsistent security practices and maintenance burdens by implementing a structure that clearly defines roles: Maintainers manage infrastructure and compliance, Creators develop applications without deployment concerns, and Viewers access secure applications effortlessly. By leveraging automated CI/CD pipelines, template-based development, and Poetry-managed environments, the team established an enterprise-grade solution that balances flexibility and governance, enabling rapid innovation while maintaining high security and compliance standards. This framework not only resolves current issues but also lays a sustainable foundation for future data application development.

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