Developing the native application

The initial step involves developing a Streamlit application to illustrate the development of the Snowpark model. The application provides a user-friendly interface that streamlines the exploration and understanding of Snowpark’s underlying data and modeling techniques. Within Snowflake, the Streamlit application can be developed through a dedicated Python editor within Snowsight. This editor empowers users to write, edit, and execute code for their Streamlit applications effortlessly. Notably, it offers invaluable features such as auto-completion and comprehensive documentation, facilitating a smooth and intuitive development experience while leveraging the full potential of Streamlit and Snowpark functionalities. We will be using this editor to develop the Streamlit application.

Let’s delve into the detailed steps of creating a Streamlit application within the Snowflake environment:

Note

The CREATE STREAMLIT privilege is required...