Streamlit¶

Streamlit is a Python library to build interactive webapps for machine learning and data science.

Documentation for Streamlit is available at https://docs.streamlit.io

Create a Code Studio template¶

In “Administration > Code Studios”, click Create Code Studio template and create a new template named streamlit-template
In the “Definition” tab, click on Add a block and select Streamlit
In the “Definition” tab, click on Add a block and select Visual Studio Code
Click Build

Then in the Permissions tab, you can manage which user groups can use the template to create their own Code Studio instances in their projects.

Once the template is built, in a project with a cluster attached:

In “Code Studios” click New Code Studio
Select the streamlit-template Code Studio template, and create a new Code Studio named Hello Streamlit
Start the Code Studio
From the VS Code tab, you can edit the webapp. The starter file is located at code_studio-versioned/streamlit/app.py. Click on Sync files with DSS to persist changes upon Code Studio restart.
From the Streamlit tab, visualize and interact with the webapp. Edits are applied in real-time.

In “Code Studios”, select the Hello Streamlit Code Studio, and in its action panel, click Publish, then Create
Start the webapp and go to the “View” tab

See Publish a Code Studio as a webapp for more details about how to configure a webapp from a Code Studio.