Expand description
§System Analysis
A comprehensive Rust library for analyzing system capabilities, workload requirements, and optimal resource allocation. This crate provides tools for determining if a system can run specific workloads, scoring hardware capabilities, and recommending optimal configurations.
§Features
- Comprehensive system capability analysis
- Workload requirement modeling and matching
- Resource utilization prediction
- Performance benchmarking framework
- Bottleneck detection and analysis
- Hardware capability scoring for different workload types
- Resource allocation optimization
- System compatibility checking
- AI/ML workload specialization
- Cross-platform support (Windows, Linux, macOS)
§Quick Start
use system_analysis::{SystemAnalyzer, WorkloadRequirements};
#[tokio::main]
async fn main() -> Result<(), Box<dyn std::error::Error>> {
let mut analyzer = SystemAnalyzer::new();
let system_profile = analyzer.analyze_system().await?;
println!("System Overall Score: {}/10", system_profile.overall_score());
Ok(())
}Re-exports§
pub use analyzer::SystemAnalyzer;pub use capabilities::CapabilityProfile;pub use error::SystemAnalysisError;pub use error::Result;pub use resources::ResourceRequirement;pub use resources::ResourceType;pub use resources::CapabilityLevel;pub use types::CompatibilityResult;pub use types::PerformanceEstimate;pub use types::ResourceUtilization;pub use types::SystemProfile;pub use types::UpgradeRecommendation;pub use types::WorkloadRequirements;pub use workloads::AIInferenceWorkload;pub use workloads::ModelParameters;pub use workloads::Workload;pub use workloads::WorkloadType;
Modules§
- analyzer
- Main system analyzer implementation.
- capabilities
- Hardware capability analysis and profiling.
- error
- Error types for the system analysis crate.
- resources
- Resource management and requirement modeling.
- types
- Core types for system analysis.
- utils
- Utility functions and helpers for system analysis.
- workloads
- Workload definitions and modeling.