Streamlit Development

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Streamlit Development empowers developers to create robust data applications by providing standardized patterns for both local development and Snowflake deployment. It offers expert guidance on managing Snowpark sessions, optimizing performance through data caching, and implementing secure role-based access controls. By bridging the gap between local environments and Snowflake's native Streamlit hosting, this skill helps developers navigate unique cloud API constraints and package management while ensuring dashboards remain performant, maintainable, and scalable.

Características Principales

• Performance optimization techniques for data caching and session management
• Snowflake-specific UI guidelines and API compatibility mappings
• Dual-mode connection patterns for seamless local and Snowflake execution
• 23 GitHub stars
• Integrated testing workflows using pytest and Playwright MCP
• Production-ready security patterns for role-based access and input validation

Casos de Uso

• Automating quality assurance for data dashboards with browser-based testing
• Developing interactive data apps that run natively within Snowflake
• Migrating local Streamlit applications to Snowflake's managed environment