# Deployment Guide

## Deployment Options

### 1. Local Development Deployment
```bash
# Clone and setup
git clone https://gitlab.com/gitdeeper3/seismo.git
cd seismo
pip install -e .[full]

# Start monitoring service
python scripts/start_monitoring.py --config config/local.yaml
```

2. Docker Deployment

```dockerfile
# Build Docker image
docker build -t seismo-framework:latest .

# Run container
docker run -d \
  -p 8080:8080 \
  -v ./data:/app/data \
  -v ./config:/app/config \
  seismo-framework:latest
```

3. Kubernetes Deployment

```yaml
# deployment.yaml
apiVersion: apps/v1
kind: Deployment
metadata:
  name: seismo-monitoring
spec:
  replicas: 3
  selector:
    matchLabels:
      app: seismo
  template:
    metadata:
      labels:
        app: seismo
    spec:
      containers:
      - name: seismo
        image: seismo-framework:latest
        ports:
        - containerPort: 8080
        volumeMounts:
        - name: config-volume
          mountPath: /app/config
        - name: data-volume
          mountPath: /app/data
```

Monitoring Services Setup

Seismic Data Ingestor

```bash
python -m seismo.monitoring.realtime \
  --region san_andreas \
  --interval 60 \
  --output data/processed/
```

Web Dashboard

```bash
python -m seismo.monitoring.dashboard \
  --host 0.0.0.0 \
  --port 8080 \
  --debug
```

Alert Service

```bash
python -m seismo.monitoring.alerts \
  --config config/alerts.yaml \
  --email-notifications \
  --webhook-url https://hooks.slack.com/services/xxx
```

Database Configuration

PostgreSQL Setup

```sql
-- Create database
CREATE DATABASE seismo_monitoring;

-- Create tables
CREATE TABLE seismic_events (
    id SERIAL PRIMARY KEY,
    timestamp TIMESTAMP,
    latitude FLOAT,
    longitude FLOAT,
    depth FLOAT,
    magnitude FLOAT,
    region VARCHAR(100)
);

CREATE TABLE monitoring_data (
    id SERIAL PRIMARY KEY,
    parameter VARCHAR(50),
    value FLOAT,
    uncertainty FLOAT,
    timestamp TIMESTAMP,
    station_id VARCHAR(50)
);
```

Redis Configuration (for caching)

```yaml
# config/redis.yaml
host: localhost
port: 6379
db: 0
password: null
cache_ttl: 3600
```

Production Checklist

Security

· Use HTTPS for all endpoints
· Implement API authentication
· Encrypt sensitive configuration
· Regular security updates

Monitoring

· Set up logging (ELK stack recommended)
· Configure health checks
· Set up alerting for system failures
· Monitor resource usage

Backup

· Regular database backups
· Configuration versioning
· Disaster recovery plan
· Data retention policy

Scaling Considerations

Horizontal Scaling

```yaml
# Load balancer configuration
upstream seismo_servers {
    server 10.0.0.1:8080;
    server 10.0.0.2:8080;
    server 10.0.0.3:8080;
}

server {
    listen 80;
    server_name seismo.example.com;
    
    location / {
        proxy_pass http://seismo_servers;
    }
}
```

Data Partitioning

· Partition by geographic region
· Time-based sharding for historical data
· Separate read/write replicas

Performance Tuning

Database Optimization

```sql
-- Create indexes
CREATE INDEX idx_seismic_timestamp ON seismic_events(timestamp);
CREATE INDEX idx_seismic_region ON seismic_events(region);
CREATE INDEX idx_monitoring_station ON monitoring_data(station_id, timestamp);
```

Memory Management

· Configure Redis memory limits
· Implement data pagination
· Use streaming for large datasets

Maintenance

Regular Tasks

· Update dependencies monthly
· Review and rotate logs weekly
· Backup verification daily
· Performance monitoring continuous

Update Procedure

1. Backup current deployment
2. Test new version in staging
3. Deploy during low-traffic periods
4. Monitor for 24 hours post-deployment

Troubleshooting

Common Issues

1. High CPU Usage: Check data processing pipelines
2. Memory Leaks: Monitor Python garbage collection
3. Database Slowdown: Review query performance and indexes
4. Network Issues: Check firewall and DNS settings

Log Analysis

```bash
# View application logs
tail -f logs/seismo.log

# Check system metrics
htop
df -h
free -m
```

Support

For deployment assistance, contact:

· Email: gitdeeper@gmail.com
· Documentation: https://seismo.netlify.app/documentation
· Issues: https://gitlab.com/gitdeeper3/seismo/-/issues
