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feat: implement hotspot calculation system with scheduled jobs

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- Add hotspot calculation methods to analytics service
- Implement MySQL spatial queries for clustering (5+ reports within 500m)
- Calculate severity scores based on report count and frequency
- Create GET /api/analytics/hotspots endpoint
- Create GET /api/analytics/hotspots/:id endpoint for details
- Create POST /api/analytics/hotspots/calculate for manual trigger
- Implement scheduled job with node-cron (runs every 5 minutes)
- Add comprehensive test scripts for hotspot functionality
- Create detailed implementation documentation

Requirements addressed:
- 3.2: Identify areas with 5+ reports within 500m radius
- 3.3: Rank hotspots by severity score
- 3.4: Update calculations within 5 minutes
- 3.5: Provide data for map visualization with severity indicators
This commit is contained in:
Paul Bailey
2025-11-17 00:19:35 +00:00
parent d91a13da60
commit 052ba46bdc
9 changed files with 793 additions and 1 deletions
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.kiro/specs/beach-litter-mapping/tasks.md
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@@ -243,7 +243,7 @@
- Create comparison calculations for period-over-period metrics
- _Requirements: 5.1, 5.2, 5.3, 5.4, 5.5_
- [ ] 29. Build hotspot calculation system
- [x] 29. Build hotspot calculation system
- Create scheduled job with node-cron for hotspot calculations
- Implement MySQL spatial queries to identify clusters
- Calculate severity scores based on report count and frequency