visualization

pypi matplotlib

Python supports a large selection of packages; most of them built on the base Matplotlib library.

The Matplotlib library requires data to be in a Pandas dataframe rather than a Spark dataframe

• toPandas method is used to convert it

pypi dash

Python low-code framework for building ML & data science web apps

• company
• Built on top of Plotly.js, React and Flask

Limit

• No container image distribution

pypi streamlit

• acquired by snowflake (2022)

deployment

To Snowsight for Enterprise

To Streamlit Community Cloud

• a Heroku-like experience