feat: Implement Predictive Bio-Security & Autonomous Outbreak Neutral#1601
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Key Features Implemented:
Geospatial Containment Engine (
MigrationVector
&
ContainmentZone
):
Developed models to track disease migration using wind patterns, humidity, and temperature correlation.
Implemented
ContainmentZone
models that enforce multi-level blockades (Monitoring, Restricted, Locked).
Autonomous Neutralization Logic:
Irrigation Blockade: The system automatically triggers an emergency shutdown in affected IrrigationZones and switches them to "Pest Control Mode" for autonomous fertigation-based defense.
Force Majeure Logistics: Integrated with the insurance module to automatically flag policies for review when an outbreak is detected in a farm's vicinity.
Autonomous Shutdown (Logistics Gatekeeper):
Bio-Clearance Hash: Implemented a secure hashing mechanism in
NeutralizationEngine
that requires a "Bio-Clearance" for every batch.
Logistics Enforcement: Modified
LogisticsService
to autonomously block transport manifest generation for any batch lacking a valid clearance hash or under active quarantine.
Real-Time Outbreak API:
Created /api/v1/biosecurity/heatmap to provide a real-time visualization of outbreaks, migration vectors, and active containment zones.
Developed endpoints for manual blockade triggers and bio-clearance generation.
Environmental Vector Monitoring:
Enhanced
WeatherService
to emit "Pest Breeding Alerts" when humidity (>80%) and temperature (>25°C) meet specific threat thresholds.
Implemented daily Celery tasks for "Contact Tracing" to auto-quarantine batches that passed through infected zones.
closes #1596