# Environment Configuration Example
# Copy this to .env and fill in your actual values

# Phase (pilot, staging, production)
ENVIRONMENT=pilot

# API Keys (for Phase 1 & 2 - API-based inference)
ANTHROPIC_API_KEY=your_anthropic_key_here
OPENAI_API_KEY=your_openai_key_here
GOOGLE_API_KEY=your_google_key_here

# Database Configuration
# Phase 1 (SQLite)
DATABASE_URL=sqlite:///data/pilot.db

# Phase 2+ (PostgreSQL)
# DATABASE_URL=postgresql://user:password@localhost:5432/crime_data
# DATABASE_HOST=localhost
# DATABASE_PORT=5432
# DATABASE_NAME=crime_data
# DATABASE_USER=your_user
# DATABASE_PASSWORD=your_password

# Redis (Phase 2+)
REDIS_URL=redis://localhost:6379/0

# MLflow Tracking
MLFLOW_TRACKING_URI=http://localhost:5000
MLFLOW_EXPERIMENT_NAME=crime-data-classification

# S3/Cloud Storage (Phase 3)
AWS_ACCESS_KEY_ID=your_aws_key
AWS_SECRET_ACCESS_KEY=your_aws_secret
AWS_DEFAULT_REGION=us-east-1
S3_BUCKET=your-bucket-name

# Model Configuration
MODEL_NAME=claude-3-5-sonnet-20241022
MODEL_VERSION=latest
CONFIDENCE_THRESHOLD=0.6
QUALITY_THRESHOLD=0.5

# Preprocessing
FACE_DETECTION_CONFIDENCE=0.7
BLUR_THRESHOLD=100
BRIGHTNESS_MIN=30
BRIGHTNESS_MAX=225

# Processing Limits
MAX_WORKERS=4
BATCH_SIZE=8
RATE_LIMIT_PER_SECOND=10

# Logging
LOG_LEVEL=INFO
LOG_FILE=logs/app.log
STRUCTURED_LOGGING=true

# Monitoring (Phase 3)
SENTRY_DSN=your_sentry_dsn
PROMETHEUS_PORT=9090

# Data Retention (days)
RAW_IMAGE_RETENTION_DAYS=30
PROCESSED_DATA_RETENTION_DAYS=365
LOG_RETENTION_DAYS=90

# Compliance
IRB_APPROVAL_ID=pending
LEGAL_REVIEW_STATUS=in_progress
COMPLIANCE_MODE=strict

# Feature Flags
ENABLE_MULTI_MODEL_COMPARISON=false
ENABLE_GPU_INFERENCE=false
ENABLE_QUEUE_WORKERS=false
DRY_RUN=false