Topic 7 follows section 6.7 of the Training Plan: six exercises over about eleven hours, with answers and seven figures. Reading a schema you did not design; SQL that answers a planning question; geometry and the ST_ functions; indexes and query plans; backup, restore and a safe migration; then the hands-on — parcels per zone for Sagnarigu Municipal, answered two ways. Unlike the earlier topics this one had a real database to work against, so every query, plan and timing in the answers was measured rather than described. Parcels per zone takes 14 779 ms as the data is stored, 140 ms once the zone geometry is a geometry column with a GiST index, and 53 ms with the parcels indexed too — the same answer all three times, and almost all of the gain from the type rather than the indexes. A district count on the live table is a sequential scan over 211 264 buffers in 2.6 seconds; indexed, it is 60 buffers and 16 ms. The hands-on ends somewhere more useful than a number. The attribute answer places all 67 560 parcels in a zone; the spatial answer places 27 880, because the collector-zone polygons cover 64 km² of a 440 km² district. Where both speak they agree 99.4 % of the time, so the likeliest reading is incomplete zone polygons rather than wrong attributes — which is a reading, not a result, and the exercise says so and sends it to the trainer. Topic 0 is new and is not a teaching day: the half day before topic 1, covering what has to be installed and proving it afterwards. Windows step by step with the installer choices that matter, macOS in a dozen Homebrew commands, cloning LUPMIS2 and getting npm run dev to a map, restoring the training database, a nine-command readiness check, and the five failures that account for nearly every lost morning. Written for machines where the trainee has administrator rights, with every tool installed in one pass. Still open in topic 7: exercise 6 part D compares the SQL with the application's own zonal statistics, and only the SQL side is measured — the LUPMIS API was unreachable. To be redone when the server is back. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
LUPMIS PWA with Offline SQLite and Maps
A Progressive Web App with:
- OpenLayers map with ol-ext LayerSwitcher for base map selection
- SQLocal for SQLite database in the browser (via OPFS)
- BroadcastChannel for cross-tab synchronization
- Service Worker for asset caching and offline support
- Vite for development and building
Features
- 🗺️ Interactive map with 5 base layers (OSM, Satellite, Topo, Carto Light/Dark)
- 📍 Click map to set coordinates, markers colored by category
- 💾 Offline SQLite database (data persists in browser)
- 🔄 Cross-tab sync via BroadcastChannel
- 📴 Works offline (cached assets + up to 500 map tiles)
- 📱 Installable as PWA on mobile and desktop
Architecture
┌─────────────────────────────────────────────────────────────────┐
│ Browser │
├─────────────────────────────────────────────────────────────────┤
│ │
│ ┌──────────┐ ┌──────────┐ ┌──────────┐ │
│ │ Tab 1 │ │ Tab 2 │ │ Tab 3 │ │
│ │ main.js │ │ main.js │ │ main.js │ │
│ │ SQLocal │ │ SQLocal │ │ SQLocal │ │
│ └────┬─────┘ └────┬─────┘ └────┬─────┘ │
│ │ │ │ │
│ └───────────────┼───────────────┘ │
│ │ │
│ BroadcastChannel │
│ (notifies other tabs of changes) │
│ │ │
│ ▼ │
│ ┌────────────────┐ │
│ │ OPFS │ ← Single database file │
│ │ (lupmis.db) │ shared by all tabs │
│ └────────────────┘ │
│ │
│ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ │
│ │
│ ┌────────────────┐ │
│ │ Service Worker │ ← Caches assets for offline │
│ │ (sw.js) │ │
│ └────────────────┘ │
│ │
└─────────────────────────────────────────────────────────────────┘
Why This Architecture?
Initially we considered using a SharedWorker to manage a single database connection. However:
- SQLocal already uses its own internal worker - It handles OPFS access internally
- OPFS handles file coordination - Multiple SQLocal instances can access the same database file
- Simpler is better - BroadcastChannel provides easy cross-tab notification without the complexity of SharedWorker bundling issues in Vite
The result is simpler code that works reliably with Vite's build system.
File Structure
project/
├── index.html # Entry HTML with map container
├── main.js # App entry point
├── vite.config.js # Vite configuration
├── package.json
│
├── src/
│ ├── components/
│ │ └── MapView.js # OpenLayers map with ol-ext LayerSwitcher
│ ├── database.js # SQLocal + BroadcastChannel
│ └── pwa.js # PWA utilities (install, offline)
│
└── public/
├── sw.js # Service Worker (caching)
├── manifest.json # PWA manifest
├── offline.html # Offline fallback page
└── icons/ # PWA icons
Setup
# Install dependencies
npm install
# Start development server
npm run dev
# Build for production
npm run build
# Preview production build
npm run preview
Usage
Basic Database Operations
import { sql, dbReady, addLocation, getLocations } from './src/database.js';
// Wait for database to be ready
await dbReady;
// Add a location
await addLocation('Water Point', -1.5234, 7.4567, {
description: 'Main village well',
category: 'water'
});
// Get all locations
const locations = await getLocations();
// Direct SQL queries using tagged templates
const results = await sql`SELECT * FROM locations WHERE category = ${'water'}`;
MapView Component
import { MapView } from './src/components/MapView.js';
// Create map centered on Ghana
const map = new MapView('map-container', {
center: [-1.5, 7.5], // [longitude, latitude]
zoom: 7,
basemap: 'osm' // 'osm' | 'satellite' | 'topo' | 'carto-light' | 'carto-dark'
});
// Set category-based marker colors
map.setCategoryStyles({
'water': { color: '#3b82f6' },
'school': { color: '#f59e0b' },
'health': { color: '#ef4444' },
});
// Add markers from database
const locations = await getLocations();
map.addMarkers(locations);
// Handle map clicks
map.onClick((lon, lat, feature) => {
if (feature) {
// Clicked on existing marker
console.log('Selected:', feature.get('name'));
} else {
// Clicked on empty space - use coordinates
document.getElementById('longitude').value = lon.toFixed(6);
document.getElementById('latitude').value = lat.toFixed(6);
}
});
// Zoom to a location
map.zoomTo(-1.5, 7.5, 14);
// Fit view to show all markers
map.fitToMarkers();
// Select a marker by ID
map.selectMarker(locationId);
Available Base Maps
| Name | Key | Source |
|---|---|---|
| OpenStreetMap | osm |
OpenStreetMap |
| Satellite | satellite |
Esri World Imagery |
| Topographic | topo |
OpenTopoMap |
| Carto Light | carto-light |
CARTO |
| Carto Dark | carto-dark |
CARTO |
Cross-Tab Synchronization
import { onDatabaseChange } from './src/database.js';
// Listen for changes from other tabs
onDatabaseChange((change) => {
console.log('Database changed:', change);
// { table: 'locations', action: 'INSERT', id: 5, timestamp: 1234567890 }
if (change.table === 'locations') {
refreshLocationsList();
}
});
PWA Features
import { initPWA, isOnline, onOfflineChange } from './src/pwa.js';
// Initialize PWA
await initPWA();
// Check online status
if (isOnline()) {
syncWithServer();
}
// React to offline/online changes
onOfflineChange((offline) => {
if (offline) {
showOfflineBanner();
} else {
hideOfflineBanner();
syncWithServer();
}
});
Deployment
Required Headers
Your web server must send these headers for OPFS to work:
Cross-Origin-Opener-Policy: same-origin
Cross-Origin-Embedder-Policy: require-corp
Nginx Configuration
server {
listen 443 ssl http2;
server_name your-domain.com;
root /var/www/dist;
index index.html;
# Required for OPFS/SQLite
add_header Cross-Origin-Opener-Policy "same-origin" always;
add_header Cross-Origin-Embedder-Policy "require-corp" always;
# Cache static assets
location ~* \.(js|css|wasm|png|jpg|ico|svg)$ {
expires 1y;
add_header Cache-Control "public, immutable";
add_header Cross-Origin-Opener-Policy "same-origin" always;
add_header Cross-Origin-Embedder-Policy "require-corp" always;
}
# SPA fallback
location / {
try_files $uri $uri/ /index.html;
}
}
Apache (.htaccess)
<IfModule mod_headers.c>
Header always set Cross-Origin-Opener-Policy "same-origin"
Header always set Cross-Origin-Embedder-Policy "require-corp"
</IfModule>
OpenResty (Docker)
add_header Cross-Origin-Opener-Policy "same-origin" always;
add_header Cross-Origin-Embedder-Policy "require-corp" always;
Browser Support
- Chrome/Edge 89+ - Full support
- Firefox 111+ - Full support
- Safari 15.2+ - OPFS supported
- Mobile - Chrome Android, Safari iOS 15.2+
Troubleshooting
"SecurityError" or "NotAllowedError"
The COOP/COEP headers are missing. Check your server configuration.
Database not persisting
- Check that you're using HTTPS (or localhost)
- Verify COOP/COEP headers are present (DevTools → Network → check response headers)
- Check browser DevTools → Application → Storage → OPFS
Changes not syncing between tabs
The BroadcastChannel should handle this automatically. Check the browser console for any errors.
Vite HMR WebSocket errors
The cross-origin isolation can break Vite's hot reload. Options:
- Use
vite-plugin-cross-origin-isolation(add to vite.config.js) - Or manually refresh the browser after changes
License
MIT
Description
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