File size: 2,532 Bytes
6ce20d9 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 |
# π Streamlit Cloud Deployment Checklist
## β
Pre-Deployment Checklist
### 1. Code Preparation
- [x] `requirements.txt` updated with all dependencies
- [x] `streamlit_app.py` created as main entry point
- [x] `.streamlit/config.toml` configured
- [x] `.env` file in `.gitignore` (security)
- [x] All import paths working correctly
### 2. GitHub Repository
- [ ] Push all changes to GitHub
- [ ] Ensure repository is public (for free Streamlit Cloud)
- [ ] Verify no sensitive data in repository
### 3. Environment Variables (Set in Streamlit Cloud)
- [ ] `FRED_API_KEY` - Your FRED API key
- [ ] `AWS_ACCESS_KEY_ID` - Your AWS access key
- [ ] `AWS_SECRET_ACCESS_KEY` - Your AWS secret key
- [ ] `AWS_REGION` - us-east-1
## π Deployment Steps
### Step 1: Push to GitHub
```bash
git add .
git commit -m "Prepare for Streamlit Cloud deployment"
git push origin main
```
### Step 2: Deploy to Streamlit Cloud
1. Go to https://share.streamlit.io/
2. Sign in with GitHub
3. Click "New app"
4. Repository: `your-username/FRED_ML`
5. Main file path: `streamlit_app.py`
6. Click "Deploy"
### Step 3: Configure Environment Variables
1. In Streamlit Cloud dashboard, go to your app
2. Click "Settings" β "Secrets"
3. Add your environment variables:
```
FRED_API_KEY = "your-fred-api-key"
AWS_ACCESS_KEY_ID = "your-aws-access-key"
AWS_SECRET_ACCESS_KEY = "your-aws-secret-key"
AWS_REGION = "us-east-1"
```
### Step 4: Test Your Deployment
1. Wait for deployment to complete
2. Visit your app URL
3. Test all features:
- [ ] Executive Dashboard loads
- [ ] Advanced Analytics works
- [ ] FRED API data loads
- [ ] Visualizations generate
- [ ] Downloads work
## π§ Troubleshooting
### Common Issues
- **Import errors**: Check `requirements.txt` has all dependencies
- **AWS errors**: Verify environment variables are set correctly
- **FRED API errors**: Check your FRED API key
- **Memory issues**: Streamlit Cloud has memory limits
### Performance Tips
- Use caching for expensive operations
- Optimize data loading
- Consider using demo data for initial testing
## π Success!
Your FRED ML app will be available at:
`https://your-app-name-your-username.streamlit.app`
## π Features Available in Deployment
- β
Real FRED API data integration
- β
Advanced analytics and forecasting
- β
Professional enterprise-grade UI
- β
AWS S3 integration (with credentials)
- β
Local storage fallback
- β
Comprehensive download capabilities
- β
Free hosting with Streamlit Cloud |