Open XuhuiZhou opened 1 month ago
app.py
socialstream
Modular Code Design
Configuration Management
secrets.toml
Logging
logging
Session State Management
Efficient Loading and Caching
@st.cache_data
@st.cache_resource
Layout and Responsiveness
st.columns
st.container
st.expander
Unit Tests
unittest
pytest
Continuous Integration
User Testing
Code Documentation
User Documentation
Hosting
CI/CD for Deployment
main
deploy
Monitoring and Maintenance
Code Quality
flake8
black
Security
Scalability
Here are some machine-human-created guidelines @bugsz Let's follow to create re-usable code.
Guidelines for Designing a Python Package for a Web Application Using Streamlit
1. Project Structure
app.py
as the entry point for your Streamlit appsocialstream
folder2. Core Components
Modular Code Design
Configuration Management
secrets.toml
) to manage settings and environment variables.Logging
logging
module or a third-party service like Sentry.3. Streamlit-Specific Design
Session State Management
Efficient Loading and Caching
@st.cache_data
and@st.cache_resource
decorators to cache expensive operations, such as data loading or model inference.Layout and Responsiveness
st.columns
,st.container
, andst.expander
.4. Testing and Validation
Unit Tests
unittest
orpytest
.Continuous Integration
User Testing
5. Documentation
Code Documentation
User Documentation
6. Deployment
Hosting
CI/CD for Deployment
main
ordeploy
).Monitoring and Maintenance
7. Best Practices
Code Quality
flake8
and formatters likeblack
to maintain code quality.Security
Scalability