performance_guidelines - fleXRPL/contractAI GitHub Wiki

Performance Guidelines

Complete guide to ContractAI performance optimization and best practices

Overview

This document provides comprehensive guidance for implementing and maintaining high-performance standards in ContractAI, covering optimization, monitoring, testing, and best practices.

Performance Architecture

Architecture Overview

graph TD
    A[Performance] --> B[Optimization]
    A --> C[Monitoring]
    A --> D[Testing]

    B --> B1[Code]
    B --> B2[Database]
    B --> B3[Infrastructure]

    C --> C1[Metrics]
    C --> C2[Logging]
    C --> C3[Alerting]

    D --> D1[Load]
    D --> D2[Stress]
    D --> D3[Benchmark]

Performance Flow

sequenceDiagram
    participant App as Application
    participant Monitor as Monitor
    participant Analyze as Analyze
    participant Optimize as Optimize

    App->>Monitor: Metrics
    Monitor->>Analyze: Data
    Analyze->>Optimize: Insights
    Optimize->>App: Improve

Code Optimization

Optimization Standards

graph TD
    A[Optimization] --> B[Algorithms]
    A --> C[Memory]
    A --> D[Concurrency]

    B --> B1[Complexity]
    B --> B2[Efficiency]
    B --> B3[Patterns]

    C --> C1[Management]
    C --> C2[Leaks]
    C --> C3[Garbage]

    D --> D1[Threading]
    D --> D2[Async]
    D --> D3[Parallel]

Optimization Flow

sequenceDiagram
    participant Code as Code
    participant Profile as Profile
    participant Analyze as Analyze
    participant Optimize as Optimize

    Code->>Profile: Run
    Profile->>Analyze: Data
    Analyze->>Optimize: Improve
    Optimize->>Code: Update

Database Optimization

Database Architecture

graph TD
    A[Database] --> B[Queries]
    A --> C[Indexing]
    A --> D[Caching]

    B --> B1[Optimization]
    B --> B2[Execution]
    B --> B3[Plans]

    C --> C1[Strategy]
    C --> C2[Types]
    C --> C3[Maintenance]

    D --> C1[Strategy]
    C --> C2[Layers]
    C --> C3[Invalidation]

Database Flow

sequenceDiagram
    participant Query as Query
    participant Plan as Plan
    participant Execute as Execute
    participant Cache as Cache

    Query->>Plan: Optimize
    Plan->>Execute: Run
    Execute->>Cache: Store
    Cache->>Query: Serve

Infrastructure Optimization

Infrastructure Architecture

graph TD
    A[Infrastructure] --> B[Scaling]
    A --> C[Resources]
    A --> D[Network]

    B --> B1[Horizontal]
    B --> B2[Vertical]
    B --> B3[Auto]

    C --> C1[Compute]
    C --> C2[Memory]
    C --> C3[Storage]

    D --> D1[Load]
    D --> D2[CDN]
    D --> D3[Routing]

Infrastructure Flow

sequenceDiagram
    participant Load as Load
    participant Scale as Scale
    participant Resource as Resource
    participant Monitor as Monitor

    Load->>Scale: Trigger
    Scale->>Resource: Adjust
    Resource->>Monitor: Metrics
    Monitor->>Load: Balance

Performance Monitoring

Monitoring Architecture

graph TD
    A[Monitoring] --> B[Metrics]
    A --> C[Logging]
    A --> D[Alerting]

    B --> B1[System]
    B --> B2[Application]
    B --> B3[Business]

    C --> C1[Collection]
    C --> C2[Storage]
    C --> C3[Analysis]

    D --> D1[Thresholds]
    D --> D2[Notifications]
    D --> D3[Actions]

Monitoring Flow

sequenceDiagram
    participant System as System
    participant Collect as Collect
    participant Analyze as Analyze
    participant Alert as Alert

    System->>Collect: Metrics
    Collect->>Analyze: Process
    Analyze->>Alert: Trigger
    Alert->>System: Action

Performance Testing

Testing Architecture

graph TD
    A[Testing] --> B[Load]
    A --> C[Stress]
    A --> D[Benchmark]

    B --> B1[Simulation]
    B --> B2[Analysis]
    B --> B3[Reporting]

    C --> C1[Limits]
    C --> C2[Recovery]
    C --> C3[Stability]

    D --> D1[Baseline]
    D --> D2[Comparison]
    D --> D3[Trends]

Testing Flow

sequenceDiagram
    participant Test as Test
    participant Load as Load
    participant Measure as Measure
    participant Report as Report

    Test->>Load: Generate
    Load->>Measure: Metrics
    Measure->>Report: Results
    Report->>Test: Improve

Caching Strategy

Caching Architecture

graph TD
    A[Caching] --> B[Layers]
    A --> C[Strategy]
    A --> D[Management]

    B --> B1[Application]
    B --> B2[Database]
    B --> B3[CDN]

    C --> C1[Policy]
    C --> C2[TTL]
    C --> C3[Invalidation]

    D --> D1[Size]
    D --> D2[Eviction]
    D --> D3[Consistency]

Caching Flow

sequenceDiagram
    participant Request as Request
    participant Cache as Cache
    participant Source as Source
    participant Response as Response

    Request->>Cache: Check
    Cache->>Source: Miss
    Source->>Cache: Update
    Cache->>Response: Serve

Best Practices

Performance Standards

graph TD
    A[Standards] --> B[Code]
    A --> C[Database]
    A --> D[Infrastructure]

    B --> B1[Optimize]
    B --> B2[Profile]
    B --> B3[Test]

    C --> C1[Query]
    C --> C2[Index]
    C --> C3[Cache]

    D --> D1[Scale]
    D --> D2[Monitor]
    D --> D3[Maintain]

Implementation

graph TD
    A[Implementation] --> B[Development]
    A --> C[Deployment]
    A --> D[Operations]

    B --> B1[Optimize]
    B --> B2[Test]
    B --> B3[Review]

    C --> C1[Monitor]
    C --> C2[Scale]
    C --> C3[Update]

    D --> D1[Maintain]
    D --> D2[Improve]
    D --> D3[Report]

Tools

Performance Tools

graph TD
    A[Tools] --> B[Profiling]
    A --> C[Monitoring]
    A --> D[Testing]

    B --> B1[CPU]
    B --> B2[Memory]
    B --> B3[I/O]

    C --> C1[Metrics]
    C --> C2[Logging]
    C --> C3[Alerting]

    D --> D1[Load]
    D --> D2[Stress]
    D --> D3[Benchmark]

Tool Flow

sequenceDiagram
    participant Code as Code
    participant Profile as Profile
    participant Monitor as Monitor
    participant Test as Test

    Code->>Profile: Analyze
    Profile->>Monitor: Metrics
    Monitor->>Test: Verify
    Test->>Code: Improve

Need help with performance? Contact our performance team at [email protected] or visit our Performance Portal

Next Steps

Review guidelines
Implement practices
Run performance tests
Monitor systems
Optimize regularly
Train team