How does this skill handle Snowflake authentication?

It provides patterns for modern authentication methods, including key-pair and OAuth, to comply with Snowflake's upcoming security requirements.

Does this skill help with Snowflake Native Apps?

Yes, it includes templates and best practices for converting Streamlit apps into Snowflake Native Apps for Marketplace publishing.

Does it support the new Snowflake CLI?

Yes, the skill uses modern Snowflake CLI 3.14.0+ syntax for deploying and managing Streamlit entities using the project definition file.

Can I use external Python packages with this skill?

Yes, but it depends on the runtime. The Warehouse runtime uses the Snowflake Anaconda Channel, while the Container runtime allows external PyPI packages.

Streamlit for Snowflake

Name: Streamlit for Snowflake
Author: jezweb

byjezweb

•

169

データサイエンスとML

Builds and deploys native Streamlit data applications directly within the Snowflake Data Cloud.

概要

This skill streamlines the development of Snowflake-native Streamlit apps by providing scaffolding for snowflake.yml, Snowpark session integration, and deployment patterns for both Warehouse and Container runtimes. It is particularly useful for data scientists and developers building secure, governed data visualizations, publishing to the Snowflake Marketplace as Native Apps, or migrating existing Streamlit apps to the Snowflake ecosystem while navigating platform-specific constraints like the Anaconda channel.

主な機能

169 GitHub stars
Scaffold snowflake.yml and environment.yml configurations for native deployment
Configure multi-page application structures and shared utility modules
Prepare and publish Streamlit apps as Snowflake Native Apps for the Marketplace
Deploy apps to both Warehouse and Container runtimes for cost optimization
Integrate Snowpark Python sessions for secure data access and manipulation

ユースケース

Building internal data dashboards that run natively on Snowflake compute
Creating and distributing Snowflake Native Apps to the Marketplace
Migrating external Streamlit applications to Snowflake's governed environment

概要

主な機能

169 GitHub stars
Scaffold snowflake.yml and environment.yml configurations for native deployment
Configure multi-page application structures and shared utility modules
Prepare and publish Streamlit apps as Snowflake Native Apps for the Marketplace
Deploy apps to both Warehouse and Container runtimes for cost optimization
Integrate Snowpark Python sessions for secure data access and manipulation

ユースケース

Building internal data dashboards that run natively on Snowflake compute
Creating and distributing Snowflake Native Apps to the Marketplace
Migrating external Streamlit applications to Snowflake's governed environment