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:
Limitations
- Currently doesn't work on colab, due to a couple of colab bugs
- 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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