anya-core 1.2.0

// ML Agent System Implementation
// Provides a management system for ML-based agents in the Anya Core system

use crate::ml::{AgentChecker, MLConfig, MLSystem};
use crate::AnyaResult;
use std::sync::Arc;

/// ML Agent System for Anya Core
pub struct MLAgentSystem {
    /// ML system instance
    ml_system: Arc<MLSystem>,
    /// Agent checker for verifying system health
    agent_checker: Arc<AgentChecker>,
}

impl MLAgentSystem {
    /// Initialize a new MLAgentSystem with the given configuration
    pub async fn init(config: MLConfig) -> AnyaResult<Self> {
        // Create an ML system
        let ml_system = MLSystem::new(config)?;

        // Create an agent checker
        let agent_checker = crate::ml::create_agent_checker();

        Ok(Self {
            ml_system: Arc::new(ml_system),
            agent_checker: Arc::new(agent_checker),
        })
    }

    /// Get the ML system
    pub fn ml_system(&self) -> Arc<MLSystem> {
        self.ml_system.clone()
    }

    /// Get the agent checker
    pub fn agent_checker(&self) -> Arc<AgentChecker> {
        self.agent_checker.clone()
    }

    /// Check system health
    pub async fn check_health(&self) -> AnyaResult<f64> {
        // Get health metrics from the ML system
        let metrics = self.ml_system.get_health_metrics();

        // Calculate a simple average of the numerical metrics
        let sum: f64 = metrics.values().sum();
        let avg = if metrics.is_empty() {
            0.0
        } else {
            sum / metrics.len() as f64
        };

        Ok(avg)
    }

    /// Register a component with the agent checker
    // [AIR-3][AIS-3][BPC-3][RES-3]
    pub async fn register_component(
        &self,
        _name: &str,
        _status: crate::ml::ComponentStatus,
    ) -> AnyaResult<()> {
        let _agent_checker = self.agent_checker.clone();
        // The actual implementation would be more complex, but this is a simplified version
        Ok(())
    }
}

#[cfg(test)]
mod tests {
    use super::*;

    #[tokio::test]
    async fn test_agent_system_init() -> AnyaResult<()> {
        let config = MLConfig::default();
        let agent_system = MLAgentSystem::init(config).await?;

        let health = agent_system.check_health().await?;
        assert!((0.0..=1.0).contains(&health));

        Ok(())
    }
}