anya_core/ml/
agent_system.rs

1// ML Agent System Implementation
2// Provides a management system for ML-based agents in the Anya Core system
3
4use crate::ml::{AgentChecker, MLConfig, MLSystem};
5use crate::AnyaResult;
6use std::sync::Arc;
7
8/// ML Agent System for Anya Core
9pub struct MLAgentSystem {
10    /// ML system instance
11    ml_system: Arc<MLSystem>,
12    /// Agent checker for verifying system health
13    agent_checker: Arc<AgentChecker>,
14}
15
16impl MLAgentSystem {
17    /// Initialize a new MLAgentSystem with the given configuration
18    pub async fn init(config: MLConfig) -> AnyaResult<Self> {
19        // Create an ML system
20        let ml_system = MLSystem::new(config)?;
21
22        // Create an agent checker
23        let agent_checker = crate::ml::create_agent_checker();
24
25        Ok(Self {
26            ml_system: Arc::new(ml_system),
27            agent_checker: Arc::new(agent_checker),
28        })
29    }
30
31    /// Get the ML system
32    pub fn ml_system(&self) -> Arc<MLSystem> {
33        self.ml_system.clone()
34    }
35
36    /// Get the agent checker
37    pub fn agent_checker(&self) -> Arc<AgentChecker> {
38        self.agent_checker.clone()
39    }
40
41    /// Check system health
42    pub async fn check_health(&self) -> AnyaResult<f64> {
43        // Get health metrics from the ML system
44        let metrics = self.ml_system.get_health_metrics();
45
46        // Calculate a simple average of the numerical metrics
47        let sum: f64 = metrics.values().sum();
48        let avg = if metrics.is_empty() {
49            0.0
50        } else {
51            sum / metrics.len() as f64
52        };
53
54        Ok(avg)
55    }
56
57    /// Register a component with the agent checker
58    // [AIR-3][AIS-3][BPC-3][RES-3]
59    pub async fn register_component(
60        &self,
61        _name: &str,
62        _status: crate::ml::ComponentStatus,
63    ) -> AnyaResult<()> {
64        let _agent_checker = self.agent_checker.clone();
65        // The actual implementation would be more complex, but this is a simplified version
66        Ok(())
67    }
68}
69
70#[cfg(test)]
71mod tests {
72    use super::*;
73
74    #[tokio::test]
75    async fn test_agent_system_init() -> AnyaResult<()> {
76        let config = MLConfig::default();
77        let agent_system = MLAgentSystem::init(config).await?;
78
79        let health = agent_system.check_health().await?;
80        assert!((0.0..=1.0).contains(&health));
81
82        Ok(())
83    }
84}
anya_core/ml/agent_system.rs

anya_core/ml/
agent_system.rs
