litellm-rs 0.4.16

A high-performance AI Gateway written in Rust, providing OpenAI-compatible APIs with intelligent routing, load balancing, and enterprise features
Documentation
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//! Type definitions for monitoring metrics and alerts

/// System metrics snapshot
#[derive(Debug, Clone, serde::Serialize)]
pub struct SystemMetrics {
    /// Timestamp of the snapshot
    pub timestamp: chrono::DateTime<chrono::Utc>,
    /// Request metrics
    pub requests: MonitoringRequestMetrics,
    /// Provider metrics
    pub providers: ProviderMetrics,
    /// System resource metrics
    pub system: SystemResourceMetrics,
    /// Error metrics
    pub errors: ErrorMetrics,
    /// Performance metrics
    pub performance: PerformanceMetrics,
}

/// Request-related metrics
#[derive(Debug, Clone, serde::Serialize)]
pub struct MonitoringRequestMetrics {
    /// Total requests processed
    pub total_requests: u64,
    /// Requests per second (current)
    pub requests_per_second: f64,
    /// Average response time in milliseconds
    pub avg_response_time_ms: f64,
    /// 95th percentile response time
    pub p95_response_time_ms: f64,
    /// 99th percentile response time
    pub p99_response_time_ms: f64,
    /// Success rate (percentage)
    pub success_rate: f64,
    /// Requests by status code
    pub status_codes: std::collections::HashMap<u16, u64>,
    /// Requests by endpoint
    pub endpoints: std::collections::HashMap<String, u64>,
}

/// Provider-related metrics
#[derive(Debug, Clone, serde::Serialize)]
pub struct ProviderMetrics {
    /// Total provider requests
    pub total_provider_requests: u64,
    /// Provider success rates
    pub provider_success_rates: std::collections::HashMap<String, f64>,
    /// Provider response times
    pub provider_response_times: std::collections::HashMap<String, f64>,
    /// Provider error counts
    pub provider_errors: std::collections::HashMap<String, u64>,
    /// Provider usage distribution
    pub provider_usage: std::collections::HashMap<String, u64>,
    /// Token usage by provider
    pub token_usage: std::collections::HashMap<String, u64>,
    /// Cost by provider
    pub costs: std::collections::HashMap<String, f64>,
}

/// System resource metrics
#[derive(Debug, Clone, serde::Serialize)]
pub struct SystemResourceMetrics {
    /// CPU usage percentage
    pub cpu_usage: f64,
    /// Memory usage in bytes
    pub memory_usage: u64,
    /// Memory usage percentage
    pub memory_usage_percent: f64,
    /// Disk usage in bytes
    pub disk_usage: u64,
    /// Disk usage percentage
    pub disk_usage_percent: f64,
    /// Network bytes received
    pub network_bytes_in: u64,
    /// Network bytes sent
    pub network_bytes_out: u64,
    /// Active connections
    pub active_connections: u32,
    /// Database connections
    pub database_connections: u32,
    /// Redis connections
    pub redis_connections: u32,
}

/// Error-related metrics
#[derive(Debug, Clone, serde::Serialize)]
pub struct ErrorMetrics {
    /// Total errors
    pub total_errors: u64,
    /// Error rate (errors per second)
    pub error_rate: f64,
    /// Errors by type
    pub error_types: std::collections::HashMap<String, u64>,
    /// Errors by endpoint
    pub error_endpoints: std::collections::HashMap<String, u64>,
    /// Critical errors
    pub critical_errors: u64,
    /// Warning count
    pub warnings: u64,
}

/// Performance-related metrics
#[derive(Debug, Clone, serde::Serialize)]
pub struct PerformanceMetrics {
    /// Cache hit rate
    pub cache_hit_rate: f64,
    /// Cache miss rate
    pub cache_miss_rate: f64,
    /// Database query time (average)
    pub avg_db_query_time_ms: f64,
    /// Queue depth
    pub queue_depth: u32,
    /// Throughput (requests per second)
    pub throughput: f64,
    /// Latency percentiles
    pub latency_percentiles: LatencyPercentiles,
}

/// Latency percentile metrics
#[derive(Debug, Clone, serde::Serialize)]
pub struct LatencyPercentiles {
    pub p50: f64,
    pub p90: f64,
    pub p95: f64,
    pub p99: f64,
    pub p999: f64,
}

/// Alert severity levels
#[derive(Debug, Clone, Copy, PartialEq, Eq, serde::Serialize, serde::Deserialize)]
pub enum AlertSeverity {
    Info,
    Warning,
    Critical,
    Emergency,
}

impl std::fmt::Display for AlertSeverity {
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        match self {
            AlertSeverity::Info => write!(f, "INFO"),
            AlertSeverity::Warning => write!(f, "WARNING"),
            AlertSeverity::Critical => write!(f, "CRITICAL"),
            AlertSeverity::Emergency => write!(f, "EMERGENCY"),
        }
    }
}

/// Alert information
#[derive(Debug, Clone, serde::Serialize)]
pub struct Alert {
    /// Alert ID
    pub id: String,
    /// Alert severity
    pub severity: AlertSeverity,
    /// Alert title
    pub title: String,
    /// Alert description
    pub description: String,
    /// Alert timestamp
    pub timestamp: chrono::DateTime<chrono::Utc>,
    /// Alert source
    pub source: String,
    /// Alert metadata
    pub metadata: serde_json::Value,
    /// Whether the alert is resolved
    pub resolved: bool,
}

#[cfg(test)]
mod tests {
    use super::*;
    use chrono::Utc;
    use std::collections::HashMap;

    // ==================== RequestMetrics Tests ====================

    #[test]
    fn test_request_metrics_creation() {
        let metrics = MonitoringRequestMetrics {
            total_requests: 1000,
            requests_per_second: 50.5,
            avg_response_time_ms: 120.0,
            p95_response_time_ms: 250.0,
            p99_response_time_ms: 500.0,
            success_rate: 98.5,
            status_codes: HashMap::new(),
            endpoints: HashMap::new(),
        };

        assert_eq!(metrics.total_requests, 1000);
        assert_eq!(metrics.requests_per_second, 50.5);
        assert_eq!(metrics.success_rate, 98.5);
    }

    #[test]
    fn test_request_metrics_with_status_codes() {
        let mut status_codes = HashMap::new();
        status_codes.insert(200, 950u64);
        status_codes.insert(400, 30u64);
        status_codes.insert(500, 20u64);

        let metrics = MonitoringRequestMetrics {
            total_requests: 1000,
            requests_per_second: 10.0,
            avg_response_time_ms: 100.0,
            p95_response_time_ms: 200.0,
            p99_response_time_ms: 300.0,
            success_rate: 95.0,
            status_codes,
            endpoints: HashMap::new(),
        };

        assert_eq!(metrics.status_codes.get(&200), Some(&950));
        assert_eq!(metrics.status_codes.get(&500), Some(&20));
    }

    #[test]
    fn test_request_metrics_clone() {
        let metrics = MonitoringRequestMetrics {
            total_requests: 500,
            requests_per_second: 25.0,
            avg_response_time_ms: 80.0,
            p95_response_time_ms: 150.0,
            p99_response_time_ms: 200.0,
            success_rate: 99.0,
            status_codes: HashMap::new(),
            endpoints: HashMap::new(),
        };

        let cloned = metrics.clone();
        assert_eq!(metrics.total_requests, cloned.total_requests);
        assert_eq!(metrics.success_rate, cloned.success_rate);
    }

    #[test]
    fn test_request_metrics_serialization() {
        let metrics = MonitoringRequestMetrics {
            total_requests: 100,
            requests_per_second: 5.0,
            avg_response_time_ms: 50.0,
            p95_response_time_ms: 100.0,
            p99_response_time_ms: 150.0,
            success_rate: 100.0,
            status_codes: HashMap::new(),
            endpoints: HashMap::new(),
        };

        let json = serde_json::to_value(&metrics).unwrap();
        assert_eq!(json["total_requests"], 100);
        assert_eq!(json["requests_per_second"], 5.0);
    }

    // ==================== ProviderMetrics Tests ====================

    #[test]
    fn test_provider_metrics_creation() {
        let metrics = ProviderMetrics {
            total_provider_requests: 5000,
            provider_success_rates: HashMap::new(),
            provider_response_times: HashMap::new(),
            provider_errors: HashMap::new(),
            provider_usage: HashMap::new(),
            token_usage: HashMap::new(),
            costs: HashMap::new(),
        };

        assert_eq!(metrics.total_provider_requests, 5000);
    }

    #[test]
    fn test_provider_metrics_with_data() {
        let mut success_rates = HashMap::new();
        success_rates.insert("openai".to_string(), 99.5);
        success_rates.insert("anthropic".to_string(), 98.0);

        let mut costs = HashMap::new();
        costs.insert("openai".to_string(), 150.25);
        costs.insert("anthropic".to_string(), 75.50);

        let metrics = ProviderMetrics {
            total_provider_requests: 10000,
            provider_success_rates: success_rates,
            provider_response_times: HashMap::new(),
            provider_errors: HashMap::new(),
            provider_usage: HashMap::new(),
            token_usage: HashMap::new(),
            costs,
        };

        assert_eq!(metrics.provider_success_rates.get("openai"), Some(&99.5));
        assert_eq!(metrics.costs.get("anthropic"), Some(&75.50));
    }

    #[test]
    fn test_provider_metrics_serialization() {
        let mut usage = HashMap::new();
        usage.insert("openai".to_string(), 3000u64);

        let metrics = ProviderMetrics {
            total_provider_requests: 3000,
            provider_success_rates: HashMap::new(),
            provider_response_times: HashMap::new(),
            provider_errors: HashMap::new(),
            provider_usage: usage,
            token_usage: HashMap::new(),
            costs: HashMap::new(),
        };

        let json = serde_json::to_value(&metrics).unwrap();
        assert_eq!(json["total_provider_requests"], 3000);
        assert_eq!(json["provider_usage"]["openai"], 3000);
    }

    // ==================== SystemResourceMetrics Tests ====================

    #[test]
    fn test_system_resource_metrics_creation() {
        let metrics = SystemResourceMetrics {
            cpu_usage: 45.5,
            memory_usage: 4_000_000_000,
            memory_usage_percent: 50.0,
            disk_usage: 100_000_000_000,
            disk_usage_percent: 25.0,
            network_bytes_in: 1_000_000,
            network_bytes_out: 500_000,
            active_connections: 150,
            database_connections: 20,
            redis_connections: 10,
        };

        assert_eq!(metrics.cpu_usage, 45.5);
        assert_eq!(metrics.memory_usage, 4_000_000_000);
        assert_eq!(metrics.active_connections, 150);
    }

    #[test]
    fn test_system_resource_metrics_high_usage() {
        let metrics = SystemResourceMetrics {
            cpu_usage: 95.0,
            memory_usage: 15_000_000_000,
            memory_usage_percent: 95.0,
            disk_usage: 900_000_000_000,
            disk_usage_percent: 90.0,
            network_bytes_in: 100_000_000,
            network_bytes_out: 50_000_000,
            active_connections: 1000,
            database_connections: 100,
            redis_connections: 50,
        };

        assert!(metrics.cpu_usage > 90.0);
        assert!(metrics.memory_usage_percent > 90.0);
    }

    #[test]
    fn test_system_resource_metrics_serialization() {
        let metrics = SystemResourceMetrics {
            cpu_usage: 30.0,
            memory_usage: 2_000_000_000,
            memory_usage_percent: 25.0,
            disk_usage: 50_000_000_000,
            disk_usage_percent: 10.0,
            network_bytes_in: 500_000,
            network_bytes_out: 250_000,
            active_connections: 50,
            database_connections: 10,
            redis_connections: 5,
        };

        let json = serde_json::to_value(&metrics).unwrap();
        assert_eq!(json["cpu_usage"], 30.0);
        assert_eq!(json["active_connections"], 50);
    }

    // ==================== ErrorMetrics Tests ====================

    #[test]
    fn test_error_metrics_creation() {
        let metrics = ErrorMetrics {
            total_errors: 50,
            error_rate: 0.5,
            error_types: HashMap::new(),
            error_endpoints: HashMap::new(),
            critical_errors: 5,
            warnings: 20,
        };

        assert_eq!(metrics.total_errors, 50);
        assert_eq!(metrics.critical_errors, 5);
        assert_eq!(metrics.warnings, 20);
    }

    #[test]
    fn test_error_metrics_with_types() {
        let mut error_types = HashMap::new();
        error_types.insert("timeout".to_string(), 10u64);
        error_types.insert("rate_limit".to_string(), 25u64);
        error_types.insert("validation".to_string(), 15u64);

        let metrics = ErrorMetrics {
            total_errors: 50,
            error_rate: 0.5,
            error_types,
            error_endpoints: HashMap::new(),
            critical_errors: 2,
            warnings: 10,
        };

        assert_eq!(metrics.error_types.get("timeout"), Some(&10));
        assert_eq!(metrics.error_types.get("rate_limit"), Some(&25));
    }

    #[test]
    fn test_error_metrics_serialization() {
        let metrics = ErrorMetrics {
            total_errors: 100,
            error_rate: 1.0,
            error_types: HashMap::new(),
            error_endpoints: HashMap::new(),
            critical_errors: 10,
            warnings: 30,
        };

        let json = serde_json::to_value(&metrics).unwrap();
        assert_eq!(json["total_errors"], 100);
        assert_eq!(json["critical_errors"], 10);
    }

    // ==================== PerformanceMetrics Tests ====================

    #[test]
    fn test_performance_metrics_creation() {
        let metrics = PerformanceMetrics {
            cache_hit_rate: 85.0,
            cache_miss_rate: 15.0,
            avg_db_query_time_ms: 5.5,
            queue_depth: 100,
            throughput: 1000.0,
            latency_percentiles: LatencyPercentiles {
                p50: 10.0,
                p90: 50.0,
                p95: 100.0,
                p99: 200.0,
                p999: 500.0,
            },
        };

        assert_eq!(metrics.cache_hit_rate, 85.0);
        assert_eq!(metrics.throughput, 1000.0);
    }

    #[test]
    fn test_performance_metrics_serialization() {
        let metrics = PerformanceMetrics {
            cache_hit_rate: 90.0,
            cache_miss_rate: 10.0,
            avg_db_query_time_ms: 3.0,
            queue_depth: 50,
            throughput: 500.0,
            latency_percentiles: LatencyPercentiles {
                p50: 5.0,
                p90: 25.0,
                p95: 50.0,
                p99: 100.0,
                p999: 250.0,
            },
        };

        let json = serde_json::to_value(&metrics).unwrap();
        assert_eq!(json["cache_hit_rate"], 90.0);
        assert_eq!(json["latency_percentiles"]["p50"], 5.0);
        assert_eq!(json["latency_percentiles"]["p99"], 100.0);
    }

    // ==================== LatencyPercentiles Tests ====================

    #[test]
    fn test_latency_percentiles_creation() {
        let percentiles = LatencyPercentiles {
            p50: 10.0,
            p90: 50.0,
            p95: 100.0,
            p99: 200.0,
            p999: 500.0,
        };

        assert_eq!(percentiles.p50, 10.0);
        assert_eq!(percentiles.p99, 200.0);
    }

    #[test]
    fn test_latency_percentiles_ordering() {
        let percentiles = LatencyPercentiles {
            p50: 10.0,
            p90: 50.0,
            p95: 100.0,
            p99: 200.0,
            p999: 500.0,
        };

        // Higher percentiles should have higher values
        assert!(percentiles.p50 <= percentiles.p90);
        assert!(percentiles.p90 <= percentiles.p95);
        assert!(percentiles.p95 <= percentiles.p99);
        assert!(percentiles.p99 <= percentiles.p999);
    }

    #[test]
    fn test_latency_percentiles_clone() {
        let percentiles = LatencyPercentiles {
            p50: 5.0,
            p90: 25.0,
            p95: 50.0,
            p99: 100.0,
            p999: 200.0,
        };

        let cloned = percentiles.clone();
        assert_eq!(percentiles.p50, cloned.p50);
        assert_eq!(percentiles.p999, cloned.p999);
    }

    #[test]
    fn test_latency_percentiles_serialization() {
        let percentiles = LatencyPercentiles {
            p50: 15.0,
            p90: 75.0,
            p95: 150.0,
            p99: 300.0,
            p999: 750.0,
        };

        let json = serde_json::to_value(&percentiles).unwrap();
        assert_eq!(json["p50"], 15.0);
        assert_eq!(json["p90"], 75.0);
        assert_eq!(json["p95"], 150.0);
    }

    // ==================== AlertSeverity Tests ====================

    #[test]
    fn test_alert_severity_variants() {
        assert_eq!(AlertSeverity::Info.to_string(), "INFO");
        assert_eq!(AlertSeverity::Warning.to_string(), "WARNING");
        assert_eq!(AlertSeverity::Critical.to_string(), "CRITICAL");
        assert_eq!(AlertSeverity::Emergency.to_string(), "EMERGENCY");
    }

    #[test]
    fn test_alert_severity_equality() {
        assert_eq!(AlertSeverity::Info, AlertSeverity::Info);
        assert_ne!(AlertSeverity::Info, AlertSeverity::Warning);
        assert_ne!(AlertSeverity::Critical, AlertSeverity::Emergency);
    }

    #[test]
    fn test_alert_severity_clone() {
        let severity = AlertSeverity::Critical;
        let cloned = severity;
        assert_eq!(severity, cloned);
    }

    #[test]
    fn test_alert_severity_serialization() {
        let severity = AlertSeverity::Warning;
        let json = serde_json::to_value(severity).unwrap();
        assert_eq!(json, "Warning");
    }

    #[test]
    fn test_alert_severity_deserialization() {
        let json = "\"Critical\"";
        let severity: AlertSeverity = serde_json::from_str(json).unwrap();
        assert_eq!(severity, AlertSeverity::Critical);
    }

    #[test]
    fn test_alert_severity_all_variants_serialization() {
        let variants = vec![
            (AlertSeverity::Info, "Info"),
            (AlertSeverity::Warning, "Warning"),
            (AlertSeverity::Critical, "Critical"),
            (AlertSeverity::Emergency, "Emergency"),
        ];

        for (severity, expected) in variants {
            let json = serde_json::to_value(severity).unwrap();
            assert_eq!(json.as_str().unwrap(), expected);
        }
    }

    // ==================== Alert Tests ====================

    #[test]
    fn test_alert_creation() {
        let alert = Alert {
            id: "alert-123".to_string(),
            severity: AlertSeverity::Critical,
            title: "High CPU Usage".to_string(),
            description: "CPU usage exceeds 90%".to_string(),
            timestamp: Utc::now(),
            source: "monitoring".to_string(),
            metadata: serde_json::json!({"cpu": 95.0}),
            resolved: false,
        };

        assert_eq!(alert.id, "alert-123");
        assert_eq!(alert.severity, AlertSeverity::Critical);
        assert!(!alert.resolved);
    }

    #[test]
    fn test_alert_resolved() {
        let alert = Alert {
            id: "alert-456".to_string(),
            severity: AlertSeverity::Warning,
            title: "Memory Warning".to_string(),
            description: "Memory usage above threshold".to_string(),
            timestamp: Utc::now(),
            source: "system".to_string(),
            metadata: serde_json::json!({}),
            resolved: true,
        };

        assert!(alert.resolved);
    }

    #[test]
    fn test_alert_clone() {
        let alert = Alert {
            id: "clone-test".to_string(),
            severity: AlertSeverity::Info,
            title: "Test Alert".to_string(),
            description: "Test description".to_string(),
            timestamp: Utc::now(),
            source: "test".to_string(),
            metadata: serde_json::json!(null),
            resolved: false,
        };

        let cloned = alert.clone();
        assert_eq!(alert.id, cloned.id);
        assert_eq!(alert.severity, cloned.severity);
        assert_eq!(alert.title, cloned.title);
    }

    #[test]
    fn test_alert_serialization() {
        let alert = Alert {
            id: "ser-test".to_string(),
            severity: AlertSeverity::Emergency,
            title: "Emergency Alert".to_string(),
            description: "System down".to_string(),
            timestamp: Utc::now(),
            source: "heartbeat".to_string(),
            metadata: serde_json::json!({"service": "api"}),
            resolved: false,
        };

        let json = serde_json::to_value(&alert).unwrap();
        assert_eq!(json["id"], "ser-test");
        assert_eq!(json["severity"], "Emergency");
        assert_eq!(json["title"], "Emergency Alert");
        assert_eq!(json["resolved"], false);
    }

    // ==================== SystemMetrics Tests ====================

    #[test]
    fn test_system_metrics_creation() {
        let metrics = SystemMetrics {
            timestamp: Utc::now(),
            requests: MonitoringRequestMetrics {
                total_requests: 1000,
                requests_per_second: 10.0,
                avg_response_time_ms: 50.0,
                p95_response_time_ms: 100.0,
                p99_response_time_ms: 150.0,
                success_rate: 99.0,
                status_codes: HashMap::new(),
                endpoints: HashMap::new(),
            },
            providers: ProviderMetrics {
                total_provider_requests: 1000,
                provider_success_rates: HashMap::new(),
                provider_response_times: HashMap::new(),
                provider_errors: HashMap::new(),
                provider_usage: HashMap::new(),
                token_usage: HashMap::new(),
                costs: HashMap::new(),
            },
            system: SystemResourceMetrics {
                cpu_usage: 50.0,
                memory_usage: 4_000_000_000,
                memory_usage_percent: 50.0,
                disk_usage: 100_000_000_000,
                disk_usage_percent: 25.0,
                network_bytes_in: 1_000_000,
                network_bytes_out: 500_000,
                active_connections: 100,
                database_connections: 20,
                redis_connections: 10,
            },
            errors: ErrorMetrics {
                total_errors: 10,
                error_rate: 0.01,
                error_types: HashMap::new(),
                error_endpoints: HashMap::new(),
                critical_errors: 0,
                warnings: 5,
            },
            performance: PerformanceMetrics {
                cache_hit_rate: 90.0,
                cache_miss_rate: 10.0,
                avg_db_query_time_ms: 5.0,
                queue_depth: 50,
                throughput: 100.0,
                latency_percentiles: LatencyPercentiles {
                    p50: 10.0,
                    p90: 40.0,
                    p95: 80.0,
                    p99: 150.0,
                    p999: 300.0,
                },
            },
        };

        assert_eq!(metrics.requests.total_requests, 1000);
        assert_eq!(metrics.system.cpu_usage, 50.0);
        assert_eq!(metrics.errors.total_errors, 10);
    }

    #[test]
    fn test_system_metrics_clone() {
        let metrics = SystemMetrics {
            timestamp: Utc::now(),
            requests: MonitoringRequestMetrics {
                total_requests: 500,
                requests_per_second: 5.0,
                avg_response_time_ms: 30.0,
                p95_response_time_ms: 60.0,
                p99_response_time_ms: 90.0,
                success_rate: 100.0,
                status_codes: HashMap::new(),
                endpoints: HashMap::new(),
            },
            providers: ProviderMetrics {
                total_provider_requests: 500,
                provider_success_rates: HashMap::new(),
                provider_response_times: HashMap::new(),
                provider_errors: HashMap::new(),
                provider_usage: HashMap::new(),
                token_usage: HashMap::new(),
                costs: HashMap::new(),
            },
            system: SystemResourceMetrics {
                cpu_usage: 25.0,
                memory_usage: 2_000_000_000,
                memory_usage_percent: 25.0,
                disk_usage: 50_000_000_000,
                disk_usage_percent: 12.5,
                network_bytes_in: 500_000,
                network_bytes_out: 250_000,
                active_connections: 50,
                database_connections: 10,
                redis_connections: 5,
            },
            errors: ErrorMetrics {
                total_errors: 0,
                error_rate: 0.0,
                error_types: HashMap::new(),
                error_endpoints: HashMap::new(),
                critical_errors: 0,
                warnings: 0,
            },
            performance: PerformanceMetrics {
                cache_hit_rate: 95.0,
                cache_miss_rate: 5.0,
                avg_db_query_time_ms: 2.0,
                queue_depth: 10,
                throughput: 50.0,
                latency_percentiles: LatencyPercentiles {
                    p50: 5.0,
                    p90: 20.0,
                    p95: 40.0,
                    p99: 75.0,
                    p999: 150.0,
                },
            },
        };

        let cloned = metrics.clone();
        assert_eq!(
            metrics.requests.total_requests,
            cloned.requests.total_requests
        );
        assert_eq!(metrics.system.cpu_usage, cloned.system.cpu_usage);
    }

    #[test]
    fn test_system_metrics_serialization() {
        let metrics = SystemMetrics {
            timestamp: Utc::now(),
            requests: MonitoringRequestMetrics {
                total_requests: 100,
                requests_per_second: 1.0,
                avg_response_time_ms: 10.0,
                p95_response_time_ms: 20.0,
                p99_response_time_ms: 30.0,
                success_rate: 100.0,
                status_codes: HashMap::new(),
                endpoints: HashMap::new(),
            },
            providers: ProviderMetrics {
                total_provider_requests: 100,
                provider_success_rates: HashMap::new(),
                provider_response_times: HashMap::new(),
                provider_errors: HashMap::new(),
                provider_usage: HashMap::new(),
                token_usage: HashMap::new(),
                costs: HashMap::new(),
            },
            system: SystemResourceMetrics {
                cpu_usage: 10.0,
                memory_usage: 1_000_000_000,
                memory_usage_percent: 12.5,
                disk_usage: 25_000_000_000,
                disk_usage_percent: 5.0,
                network_bytes_in: 100_000,
                network_bytes_out: 50_000,
                active_connections: 25,
                database_connections: 5,
                redis_connections: 2,
            },
            errors: ErrorMetrics {
                total_errors: 1,
                error_rate: 0.01,
                error_types: HashMap::new(),
                error_endpoints: HashMap::new(),
                critical_errors: 0,
                warnings: 1,
            },
            performance: PerformanceMetrics {
                cache_hit_rate: 98.0,
                cache_miss_rate: 2.0,
                avg_db_query_time_ms: 1.0,
                queue_depth: 5,
                throughput: 10.0,
                latency_percentiles: LatencyPercentiles {
                    p50: 2.0,
                    p90: 8.0,
                    p95: 15.0,
                    p99: 25.0,
                    p999: 50.0,
                },
            },
        };

        let json = serde_json::to_value(&metrics).unwrap();
        assert!(json["timestamp"].is_string());
        assert_eq!(json["requests"]["total_requests"], 100);
        assert_eq!(json["system"]["cpu_usage"], 10.0);
        assert_eq!(json["errors"]["total_errors"], 1);
        assert_eq!(json["performance"]["cache_hit_rate"], 98.0);
    }
}