ml-starter-packs/binder-streamlit

use binder to launch a streamlit app

Binder Template for Launching Streamlit Apps

Instructions

1. Use as template.
2. Modify postBuild to point to your app.
3. Modify Dockerfile if needed.

Running with Docker (locally)

This project was set up to work with both mybinder.org and a local docker build which will launch streamlit by default. To use it, run

docker build -t streamlit-demo .
docker run --rm -ti --name demo-env -p 8501:8501 streamlit-demo

or using docker-compose.yml:

version: "3"

services:
  demo:
    container_name: demo-env
    image: streamlit-demo
    build:
      dockerfile: Dockerfile
      context: .
    ports:
      - "8501:8501"
    command: streamlit run app.py --server.address 0.0.0.0 --server.port 8501 --server.enableCORS False --server.enableXsrfProtection False

A Note on Reproducibility

To ensure future reproducibility, it is advised to pin the requirements in postBuild and requirements.txt to exact package versions. The core dependencies to function with binder.org evolve (slowly) over time, and so they have been left unpinned here.