deployment_guide - fleXRPL/contractAI GitHub Wiki
ContractAI Deployment Guide
Complete guide to deploying and managing ContractAI in production environments
Overview
This guide provides comprehensive instructions for deploying ContractAI across different environments, from development to production. It covers deployment strategies, infrastructure requirements, scaling considerations, and operational best practices.
Deployment Architecture
graph TD
A[Deployment] --> B[Infrastructure]
A --> C[Application]
A --> D[Data]
B --> B1[Compute]
B --> B2[Network]
B --> B3[Storage]
C --> C1[Services]
C --> C2[Agents]
C --> C3[API]
D --> D1[Database]
D --> D2[Cache]
D --> D3[Backup]
Deployment Models
Containerized Deployment
graph TD
A[Containerized] --> B[Kubernetes]
A --> C[Docker]
A --> D[Registry]
B --> B1[Pods]
B --> B2[Services]
B --> B3[Ingress]
C --> C1[Images]
C --> C2[Compose]
C --> C3[Swarm]
D --> D1[Private]
D --> D2[Public]
D --> D3[Hybrid]
Serverless Deployment
graph TD
A[Serverless] --> B[AWS Lambda]
A --> C[Azure Functions]
A --> D[Google Cloud Functions]
B --> B1[Functions]
B --> B2[API Gateway]
B --> B3[EventBridge]
C --> C1[Functions]
C --> C2[API Management]
C --> C3[Event Grid]
D --> D1[Functions]
D --> D2[Cloud Run]
D --> D3[Pub/Sub]
Traditional Deployment
graph TD
A[Traditional] --> B[Virtual Machines]
A --> C[Bare Metal]
A --> D[Hybrid]
B --> B1[VM Clusters]
B --> B2[Load Balancers]
B --> B3[Auto Scaling]
C --> C1[Servers]
C --> C2[Storage]
C --> C3[Network]
D --> D1[On-Premise]
D --> D2[Cloud]
D --> D3[Edge]
Environment Configuration
Environment Structure
graph TD
A[Environments] --> B[Development]
A --> C[Staging]
A --> D[Production]
B --> B1[Local]
B --> B2[Dev Cloud]
B --> B3[Testing]
C --> C1[Pre-Prod]
C --> C2[QA]
C --> C3[Performance]
D --> D1[Primary]
D --> D2[DR]
D --> D3[Edge]
Configuration Management
graph TD
A[Config Mgmt] --> B[Secrets]
A --> C[Environment]
A --> D[Service]
B --> B1[Vault]
B --> B2[KMS]
B --> B3[Secrets Manager]
C --> C1[Variables]
C --> C2[Files]
C --> C3[API]
D --> D1[Service Config]
D --> D2[Agent Config]
D --> D3[System Config]
Deployment Process
Deployment Flow
sequenceDiagram
participant D as Developer
participant C as CI/CD
participant T as Testing
participant P as Production
D->>C: Push Code
C->>T: Build & Test
T->>C: Test Results
C->>P: Deploy
P->>C: Deploy Status
C->>D: Update Status
Rollout Strategy
graph TD
A[Rollout] --> B[Blue-Green]
A --> C[Canary]
A --> D[Rolling]
B --> B1[Deploy New]
B --> B2[Switch Traffic]
B --> B3[Cleanup Old]
C --> C1[Deploy %]
C --> C2[Monitor]
C --> C3[Scale Up]
D --> D1[Update Pods]
D --> D2[Health Check]
D --> D3[Continue]
Scaling and Performance
Scaling Strategy
graph TD
A[Scaling] --> B[Horizontal]
A --> C[Vertical]
A --> D[Auto]
B --> B1[Add Nodes]
B --> B2[Load Balance]
B --> B3[Distribute]
C --> C1[CPU]
C --> C2[Memory]
C --> C3[Storage]
D --> D1[Metrics]
D --> D2[Rules]
D --> D3[Actions]
Performance Optimization
graph TD
A[Performance] --> B[Compute]
A --> C[Network]
A --> D[Storage]
B --> B1[CPU]
B --> B2[Memory]
B --> B3[Cache]
C --> C1[Latency]
C --> C2[Throughput]
C --> C3[Routing]
D --> D1[IOPS]
D --> D2[Capacity]
D --> D3[Backup]
Monitoring and Logging
Monitoring Setup
graph TD
A[Monitoring] --> B[Metrics]
A --> C[Logs]
A --> D[Traces]
B --> B1[Prometheus]
B --> B2[Grafana]
B --> B3[Alerts]
C --> C1[ELK Stack]
C --> C2[Loki]
C --> C3[Fluentd]
D --> D1[Jaeger]
D --> D2[Zipkin]
D --> D3[OpenTelemetry]
Logging Architecture
sequenceDiagram
participant A as Application
participant L as Logger
participant P as Processor
participant S as Storage
A->>L: Generate Log
L->>P: Forward Log
P->>S: Store Log
S->>P: Confirm
P->>L: Acknowledge
L->>A: Complete
Backup and Recovery
Backup Strategy
graph TD
A[Backup] --> B[Full]
A --> C[Incremental]
A --> D[Differential]
B --> B1[Daily]
B --> B2[Weekly]
B --> B3[Monthly]
C --> C1[Hourly]
C --> C2[Daily]
C --> C3[Weekly]
D --> D1[Daily]
D --> D2[Weekly]
D --> D3[On-Demand]
Recovery Process
sequenceDiagram
participant S as System
participant B as Backup
participant R as Recovery
participant V as Verify
S->>B: Trigger Backup
B->>R: Store Backup
S->>R: Request Recovery
R->>V: Restore
V->>R: Verify
R->>S: Complete
Security
Security Architecture
graph TD
A[Security] --> B[Network]
A --> C[Application]
A --> D[Data]
B --> B1[Firewall]
B --> B2[VPN]
B --> B3[WAF]
C --> C1[Auth]
C --> C2[RBAC]
C --> C3[Secrets]
D --> D1[Encryption]
D --> D2[Backup]
D --> D3[Audit]
Security Controls
graph TD
A[Controls] --> B[Preventive]
A --> C[Detective]
A --> D[Corrective]
B --> B1[WAF]
B --> B2[Firewall]
B --> B3[Auth]
C --> C1[Monitoring]
C --> C2[Logging]
C --> C3[Alerts]
D --> D1[Incident]
D --> D2[Recovery]
D --> D3[Update]
Best Practices
Deployment Best Practices
graph TD
A[Best Practices] --> B[Design]
A --> C[Implementation]
A --> D[Operation]
B --> B1[Architecture]
B --> B2[Security]
B --> B3[Scalability]
C --> C1[Code]
C --> C2[Testing]
C --> C3[Documentation]
D --> D1[Monitoring]
D --> D2[Maintenance]
D --> D3[Support]
Maintenance Procedures
graph TD
A[Maintenance] --> B[Regular]
A --> C[Emergency]
A --> D[Planned]
B --> B1[Updates]
B --> B2[Backups]
B --> B3[Checks]
C --> C1[Incident]
C --> C2[Recovery]
C --> C3[Review]
D --> D1[Upgrade]
D --> D2[Migration]
D --> D3[Optimization]
Additional Resources
Deployment Resources
graph TD
A[Resources] --> B[Documentation]
A --> C[Tools]
A --> D[Support]
B --> B1[Guides]
B --> B2[Examples]
B --> B3[Templates]
C --> C1[CLI]
T --> T2[API]
T --> T3[Dashboard]
D --> D1[Support]
D --> D2[Community]
D --> D3[Updates]
Need help with deployment? Contact our deployment team at [email protected] or visit our Deployment Portal