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Streamlit for Jupyter environments

Project description

streamlit-jupyter-magic

A local streamlit server for Jupyter environments, and more.

Installation

pip install streamlit-jupyter-magic

Example

# Cell:
import streamlit_jupyter_magic

# Cell:
%%streamlit 

import streamlit as st

st.title("This is a Test")

if st.button("Click me!"):
    st.button("Click me again!")

Results in the following:

Jupyter Magic Demo

Limitations

  1. Currently doesn't work on colab, due to a couple of colab bugs
  2. Currently doesn't work in multiple, simultaneous notebooks in same environment

Flags

Use any of these flags with %%streamlit FLAGS...

  • --port NUMBER - set the port for streamlit to use; default is 5000
  • --host HOST - set the host for streamlit to use; default is "localhost"
  • --name NAME - set the name (a unique instance id) for this cell app; default uses Jupyter cell ID
  • --width VALUE - set the app width, such as "100%"
  • --height VALUE - set the app height, such as "700px"
  • --use-colab-workaround - on colab, use a window rather than iframe, but still doesn't work (colab bug)

Under the hood

streamlit-jupyter-magic uses streamlit pages to keep memory usage down.

The magic code can be found in: streamlit_jupyter_magic/__init__.py

The rest of the code is utility code for managing the streamlit server.

Project details


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