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2025-07-16 11:36:42 +01:00
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+#!/bin/bash
+
+# Script to deploy the Fraud Detection System to a cloud environment
+
+# Set variables
+PROJECT_NAME="fraud-detection-system"
+REGION="us-central1"
+IMAGE_NAME="fraud-detection"
+IMAGE_TAG="latest"
+
+# Build the Docker image
+echo "Building Docker image..."
+docker build -t ${IMAGE_NAME}:${IMAGE_TAG} ..
+
+# Tag the image for Google Container Registry (example)
+echo "Tagging image for GCR..."
+docker tag ${IMAGE_NAME}:${IMAGE_TAG} gcr.io/${PROJECT_NAME}/${IMAGE_NAME}:${IMAGE_TAG}
+
+# Push the image to the registry
+echo "Pushing image to GCR..."
+docker push gcr.io/${PROJECT_NAME}/${IMAGE_NAME}:${IMAGE_TAG}
+
+# Deploy to Cloud Run (example)
+echo "Deploying to Cloud Run..."
+gcloud run deploy ${IMAGE_NAME} \
+  --image gcr.io/${PROJECT_NAME}/${IMAGE_NAME}:${IMAGE_TAG} \
+  --platform managed \
+  --region ${REGION} \
+  --allow-unauthenticated \
+  --memory 2Gi \
+  --cpu 2 \
+  --port 8000
+
+echo "Deployment completed!"
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+version: '3'
+
+services:
+  fraud-detection:
+    build:
+      context: ..
+      dockerfile: Dockerfile
+    ports:
+      - "8000:8000"  # API port
+      - "8501:8501"  # Web UI port
+    volumes:
+      - ../models:/app/models
+      - ../data:/app/data
+    environment:
+      - PYTHONPATH=/app
+    restart: unless-stopped