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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//! Tests for routing strategy implementations (extracted from strategy_impl.rs)

use crate::core::providers::Provider;
use crate::core::providers::openai::OpenAIProvider;
use crate::core::router::deployment::{Deployment, DeploymentConfig, DeploymentState};
use crate::core::router::strategy_impl::*;
use dashmap::DashMap;
use std::sync::atomic::AtomicUsize;
use std::sync::atomic::Ordering::Relaxed;

// Helper to create a test provider
async fn create_test_provider() -> Provider {
    let openai = OpenAIProvider::with_api_key("sk-test-key-for-unit-testing-only")
        .await
        .expect("Failed to create OpenAI provider");
    Provider::OpenAI(openai)
}

// Helper to create a test deployment
async fn create_test_deployment(id: &str, config: DeploymentConfig) -> Deployment {
    Deployment {
        id: id.to_string(),
        provider: create_test_provider().await,
        model: "gpt-4".to_string(),
        model_name: "gpt-4".to_string(),
        config,
        state: DeploymentState::new(),
        tags: vec![],
    }
}

#[tokio::test]
async fn test_build_routing_contexts_skips_missing_deployments() {
    let deployments = DashMap::new();
    let config = DeploymentConfig {
        weight: 3,
        priority: 7,
        ..Default::default()
    };
    let deployment = create_test_deployment("d1", config).await;
    deployment.state.active_requests.store(2, Relaxed);
    deployment.state.tpm_current.store(120, Relaxed);
    deployment.state.rpm_current.store(12, Relaxed);
    deployment.state.avg_latency_us.store(55, Relaxed);
    deployments.insert("d1".to_string(), deployment);

    let candidates = vec!["d1".to_string(), "missing".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);

    assert_eq!(contexts.len(), 1);
    assert_eq!(contexts[0].deployment_id, "d1");
    assert_eq!(contexts[0].weight, 3);
    assert_eq!(contexts[0].priority, 7);
    assert_eq!(contexts[0].active_requests, 2);
    assert_eq!(contexts[0].tpm_current, 120);
    assert_eq!(contexts[0].rpm_current, 12);
    assert_eq!(contexts[0].avg_latency_us, 55);
}

// ====================================================================================
// weighted_random Tests
// ====================================================================================

#[tokio::test]
async fn test_weighted_random_single_candidate() {
    let deployments = DashMap::new();
    let config = DeploymentConfig {
        weight: 1,
        ..Default::default()
    };
    deployments.insert("d1".to_string(), create_test_deployment("d1", config).await);

    let candidates = vec!["d1".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);
    let selected = weighted_random_from_context(&contexts).unwrap();
    assert_eq!(selected, "d1");
}

#[tokio::test]
async fn test_weighted_random_returns_valid_candidate() {
    let deployments = DashMap::new();
    for i in 1..=3 {
        let config = DeploymentConfig {
            weight: 1,
            ..Default::default()
        };
        deployments.insert(
            format!("d{}", i),
            create_test_deployment(&format!("d{}", i), config).await,
        );
    }

    let candidates: Vec<String> = (1..=3).map(|i| format!("d{}", i)).collect();
    let contexts = build_routing_contexts(&candidates, &deployments);

    // Run multiple times and verify result is always in candidates
    for _ in 0..100 {
        let selected = weighted_random_from_context(&contexts).unwrap();
        assert!(candidates.contains(selected));
    }
}

#[tokio::test]
async fn test_weighted_random_respects_weights() {
    let deployments = DashMap::new();

    // d1 has weight 10, d2 has weight 1
    let config1 = DeploymentConfig {
        weight: 10,
        ..Default::default()
    };
    let config2 = DeploymentConfig {
        weight: 1,
        ..Default::default()
    };
    deployments.insert(
        "d1".to_string(),
        create_test_deployment("d1", config1).await,
    );
    deployments.insert(
        "d2".to_string(),
        create_test_deployment("d2", config2).await,
    );

    let candidates = vec!["d1".to_string(), "d2".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);

    let mut d1_count = 0;
    let mut d2_count = 0;

    for _ in 0..1000 {
        let selected = weighted_random_from_context(&contexts).unwrap();
        if selected == "d1" {
            d1_count += 1;
        } else {
            d2_count += 1;
        }
    }

    // d1 should be selected significantly more often (roughly 10x)
    assert!(
        d1_count > d2_count * 5,
        "d1 should be selected much more often due to higher weight"
    );
}

#[tokio::test]
async fn test_weighted_random_all_zero_weights() {
    let deployments = DashMap::new();
    for i in 1..=3 {
        let config = DeploymentConfig {
            weight: 0,
            ..Default::default()
        };
        deployments.insert(
            format!("d{}", i),
            create_test_deployment(&format!("d{}", i), config).await,
        );
    }

    let candidates: Vec<String> = (1..=3).map(|i| format!("d{}", i)).collect();
    let contexts = build_routing_contexts(&candidates, &deployments);

    // Should fall back to uniform random
    for _ in 0..10 {
        let selected = weighted_random_from_context(&contexts).unwrap();
        assert!(candidates.contains(selected));
    }
}

#[test]
fn test_weighted_random_empty_candidates() {
    assert!(weighted_random_from_context(&[]).is_none());
}

// ====================================================================================
// least_busy Tests
// ====================================================================================

#[tokio::test]
async fn test_least_busy_single_candidate() {
    let deployments = DashMap::new();
    let config = DeploymentConfig::default();
    deployments.insert("d1".to_string(), create_test_deployment("d1", config).await);

    let candidates = vec!["d1".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);
    let selected = least_busy_from_context(&contexts).unwrap();
    assert_eq!(selected, "d1");
}

#[tokio::test]
async fn test_least_busy_selects_lowest_active() {
    let deployments = DashMap::new();

    let d1 = create_test_deployment("d1", DeploymentConfig::default()).await;
    d1.state.active_requests.store(10, Relaxed);
    deployments.insert("d1".to_string(), d1);

    let d2 = create_test_deployment("d2", DeploymentConfig::default()).await;
    d2.state.active_requests.store(5, Relaxed);
    deployments.insert("d2".to_string(), d2);

    let d3 = create_test_deployment("d3", DeploymentConfig::default()).await;
    d3.state.active_requests.store(15, Relaxed);
    deployments.insert("d3".to_string(), d3);

    let candidates = vec!["d1".to_string(), "d2".to_string(), "d3".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);
    let selected = least_busy_from_context(&contexts).unwrap();

    // d2 has the fewest active requests
    assert_eq!(selected, "d2");
}

#[tokio::test]
async fn test_least_busy_with_ties() {
    let deployments = DashMap::new();

    let d1 = create_test_deployment("d1", DeploymentConfig::default()).await;
    d1.state.active_requests.store(5, Relaxed);
    deployments.insert("d1".to_string(), d1);

    let d2 = create_test_deployment("d2", DeploymentConfig::default()).await;
    d2.state.active_requests.store(5, Relaxed);
    deployments.insert("d2".to_string(), d2);

    let candidates = vec!["d1".to_string(), "d2".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);

    // Result should be one of the tied deployments
    for _ in 0..10 {
        let selected = least_busy_from_context(&contexts).unwrap();
        assert!(selected == "d1" || selected == "d2");
    }
}

#[tokio::test]
async fn test_least_busy_all_zero() {
    let deployments = DashMap::new();
    for i in 1..=3 {
        let d = create_test_deployment(&format!("d{}", i), DeploymentConfig::default()).await;
        d.state.active_requests.store(0, Relaxed);
        deployments.insert(format!("d{}", i), d);
    }

    let candidates: Vec<String> = (1..=3).map(|i| format!("d{}", i)).collect();
    let contexts = build_routing_contexts(&candidates, &deployments);
    let selected = least_busy_from_context(&contexts).unwrap();
    assert!(candidates.contains(selected));
}

#[test]
fn test_least_busy_empty_candidates() {
    assert!(least_busy_from_context(&[]).is_none());
}

// ====================================================================================
// lowest_usage Tests
// ====================================================================================

#[tokio::test]
async fn test_lowest_usage_single_candidate() {
    let deployments = DashMap::new();
    let config = DeploymentConfig {
        tpm_limit: Some(1000),
        ..Default::default()
    };
    deployments.insert("d1".to_string(), create_test_deployment("d1", config).await);

    let candidates = vec!["d1".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);
    let selected = lowest_usage_from_context(&contexts).unwrap();
    assert_eq!(selected, "d1");
}

#[tokio::test]
async fn test_lowest_usage_selects_lowest_percentage() {
    let deployments = DashMap::new();

    // d1: 50% usage (500/1000)
    let config1 = DeploymentConfig {
        tpm_limit: Some(1000),
        ..Default::default()
    };
    let d1 = create_test_deployment("d1", config1).await;
    d1.state.tpm_current.store(500, Relaxed);
    deployments.insert("d1".to_string(), d1);

    // d2: 20% usage (200/1000)
    let config2 = DeploymentConfig {
        tpm_limit: Some(1000),
        ..Default::default()
    };
    let d2 = create_test_deployment("d2", config2).await;
    d2.state.tpm_current.store(200, Relaxed);
    deployments.insert("d2".to_string(), d2);

    // d3: 80% usage (800/1000)
    let config3 = DeploymentConfig {
        tpm_limit: Some(1000),
        ..Default::default()
    };
    let d3 = create_test_deployment("d3", config3).await;
    d3.state.tpm_current.store(800, Relaxed);
    deployments.insert("d3".to_string(), d3);

    let candidates = vec!["d1".to_string(), "d2".to_string(), "d3".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);
    let selected = lowest_usage_from_context(&contexts).unwrap();

    // d2 has the lowest usage percentage
    assert_eq!(selected, "d2");
}

#[tokio::test]
async fn test_lowest_usage_no_limit_treated_as_zero() {
    let deployments = DashMap::new();

    // d1 has no limit (0% usage)
    let config1 = DeploymentConfig {
        tpm_limit: None,
        ..Default::default()
    };
    let d1 = create_test_deployment("d1", config1).await;
    deployments.insert("d1".to_string(), d1);

    // d2 has 50% usage
    let config2 = DeploymentConfig {
        tpm_limit: Some(1000),
        ..Default::default()
    };
    let d2 = create_test_deployment("d2", config2).await;
    d2.state.tpm_current.store(500, Relaxed);
    deployments.insert("d2".to_string(), d2);

    let candidates = vec!["d1".to_string(), "d2".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);
    let selected = lowest_usage_from_context(&contexts).unwrap();

    // d1 has 0% usage (no limit)
    assert_eq!(selected, "d1");
}

#[test]
fn test_lowest_usage_empty_candidates() {
    assert!(lowest_usage_from_context(&[]).is_none());
}

// ====================================================================================
// lowest_latency Tests
// ====================================================================================

#[tokio::test]
async fn test_lowest_latency_single_candidate() {
    let deployments = DashMap::new();
    let d1 = create_test_deployment("d1", DeploymentConfig::default()).await;
    d1.state.avg_latency_us.store(100, Relaxed);
    deployments.insert("d1".to_string(), d1);

    let candidates = vec!["d1".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);
    let selected = lowest_latency_from_context(&contexts).unwrap();
    assert_eq!(selected, "d1");
}

#[tokio::test]
async fn test_lowest_latency_selects_fastest() {
    let deployments = DashMap::new();

    let d1 = create_test_deployment("d1", DeploymentConfig::default()).await;
    d1.state.avg_latency_us.store(500, Relaxed);
    deployments.insert("d1".to_string(), d1);

    let d2 = create_test_deployment("d2", DeploymentConfig::default()).await;
    d2.state.avg_latency_us.store(100, Relaxed);
    deployments.insert("d2".to_string(), d2);

    let d3 = create_test_deployment("d3", DeploymentConfig::default()).await;
    d3.state.avg_latency_us.store(300, Relaxed);
    deployments.insert("d3".to_string(), d3);

    let candidates = vec!["d1".to_string(), "d2".to_string(), "d3".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);
    let selected = lowest_latency_from_context(&contexts).unwrap();

    // d2 has the lowest latency
    assert_eq!(selected, "d2");
}

#[tokio::test]
async fn test_lowest_latency_new_deployment_uses_average() {
    let deployments = DashMap::new();

    // d1 has measured latency
    let d1 = create_test_deployment("d1", DeploymentConfig::default()).await;
    d1.state.avg_latency_us.store(1000, Relaxed);
    deployments.insert("d1".to_string(), d1);

    // d2 is new (latency = 0, will use average)
    let d2 = create_test_deployment("d2", DeploymentConfig::default()).await;
    d2.state.avg_latency_us.store(0, Relaxed);
    deployments.insert("d2".to_string(), d2);

    // d3 has high latency
    let d3 = create_test_deployment("d3", DeploymentConfig::default()).await;
    d3.state.avg_latency_us.store(2000, Relaxed);
    deployments.insert("d3".to_string(), d3);

    let candidates = vec!["d1".to_string(), "d2".to_string(), "d3".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);
    let selected = lowest_latency_from_context(&contexts).unwrap();

    // d1 has the lowest actual latency (1000)
    // d2 gets average = (1000 + 2000) / 2 = 1500
    assert_eq!(selected, "d1");
}

#[tokio::test]
async fn test_lowest_latency_all_zero() {
    let deployments = DashMap::new();
    for i in 1..=3 {
        let d = create_test_deployment(&format!("d{}", i), DeploymentConfig::default()).await;
        d.state.avg_latency_us.store(0, Relaxed);
        deployments.insert(format!("d{}", i), d);
    }

    let candidates: Vec<String> = (1..=3).map(|i| format!("d{}", i)).collect();
    let contexts = build_routing_contexts(&candidates, &deployments);
    let selected = lowest_latency_from_context(&contexts).unwrap();

    // Any candidate is valid when all have zero latency
    assert!(candidates.contains(selected));
}

#[test]
fn test_lowest_latency_empty_candidates() {
    assert!(lowest_latency_from_context(&[]).is_none());
}

// ====================================================================================
// lowest_priority Tests
// ====================================================================================

#[tokio::test]
async fn test_lowest_priority_single_candidate() {
    let deployments = DashMap::new();
    let config = DeploymentConfig {
        priority: 5,
        ..Default::default()
    };
    deployments.insert("d1".to_string(), create_test_deployment("d1", config).await);

    let candidates = vec!["d1".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);
    let selected = lowest_priority_from_context(&contexts).unwrap();
    assert_eq!(selected, "d1");
}

#[tokio::test]
async fn test_lowest_priority_selects_lowest_priority() {
    let deployments = DashMap::new();

    let config1 = DeploymentConfig {
        priority: 10,
        ..Default::default()
    };
    deployments.insert(
        "d1".to_string(),
        create_test_deployment("d1", config1).await,
    );

    let config2 = DeploymentConfig {
        priority: 1,
        ..Default::default()
    };
    deployments.insert(
        "d2".to_string(),
        create_test_deployment("d2", config2).await,
    );

    let config3 = DeploymentConfig {
        priority: 5,
        ..Default::default()
    };
    deployments.insert(
        "d3".to_string(),
        create_test_deployment("d3", config3).await,
    );

    let candidates = vec!["d1".to_string(), "d2".to_string(), "d3".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);
    let selected = lowest_priority_from_context(&contexts).unwrap();

    // d2 has the lowest priority value
    assert_eq!(selected, "d2");
}

#[tokio::test]
async fn test_lowest_priority_all_same_priority() {
    let deployments = DashMap::new();
    for i in 1..=3 {
        let config = DeploymentConfig {
            priority: 5,
            ..Default::default()
        };
        deployments.insert(
            format!("d{}", i),
            create_test_deployment(&format!("d{}", i), config).await,
        );
    }

    let candidates: Vec<String> = (1..=3).map(|i| format!("d{}", i)).collect();
    let contexts = build_routing_contexts(&candidates, &deployments);
    let selected = lowest_priority_from_context(&contexts).unwrap();

    // First one wins when all have same priority
    assert_eq!(selected, "d1");
}

#[test]
fn test_lowest_priority_empty_candidates() {
    assert!(lowest_priority_from_context(&[]).is_none());
}

// ====================================================================================
// rate_limit_aware Tests
// ====================================================================================

#[tokio::test]
async fn test_rate_limit_aware_single_candidate() {
    let deployments = DashMap::new();
    let config = DeploymentConfig {
        tpm_limit: Some(1000),
        rpm_limit: Some(100),
        ..Default::default()
    };
    deployments.insert("d1".to_string(), create_test_deployment("d1", config).await);

    let candidates = vec!["d1".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);
    let selected = rate_limit_aware_from_context(&contexts).unwrap();
    assert_eq!(selected, "d1");
}

#[tokio::test]
async fn test_rate_limit_aware_selects_most_headroom() {
    let deployments = DashMap::new();

    // d1: 80% TPM usage (little headroom)
    let config1 = DeploymentConfig {
        tpm_limit: Some(1000),
        rpm_limit: Some(100),
        ..Default::default()
    };
    let d1 = create_test_deployment("d1", config1).await;
    d1.state.tpm_current.store(800, Relaxed);
    d1.state.rpm_current.store(20, Relaxed);
    deployments.insert("d1".to_string(), d1);

    // d2: 20% TPM usage (lots of headroom)
    let config2 = DeploymentConfig {
        tpm_limit: Some(1000),
        rpm_limit: Some(100),
        ..Default::default()
    };
    let d2 = create_test_deployment("d2", config2).await;
    d2.state.tpm_current.store(200, Relaxed);
    d2.state.rpm_current.store(20, Relaxed);
    deployments.insert("d2".to_string(), d2);

    let candidates = vec!["d1".to_string(), "d2".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);
    let selected = rate_limit_aware_from_context(&contexts).unwrap();

    // d2 has more headroom
    assert_eq!(selected, "d2");
}

#[tokio::test]
async fn test_rate_limit_aware_considers_rpm() {
    let deployments = DashMap::new();

    // d1: Low TPM usage but high RPM usage
    let config1 = DeploymentConfig {
        tpm_limit: Some(1000),
        rpm_limit: Some(100),
        ..Default::default()
    };
    let d1 = create_test_deployment("d1", config1).await;
    d1.state.tpm_current.store(100, Relaxed);
    d1.state.rpm_current.store(90, Relaxed); // 90% RPM usage
    deployments.insert("d1".to_string(), d1);

    // d2: Moderate usage on both
    let config2 = DeploymentConfig {
        tpm_limit: Some(1000),
        rpm_limit: Some(100),
        ..Default::default()
    };
    let d2 = create_test_deployment("d2", config2).await;
    d2.state.tpm_current.store(400, Relaxed); // 40% TPM
    d2.state.rpm_current.store(40, Relaxed); // 40% RPM
    deployments.insert("d2".to_string(), d2);

    let candidates = vec!["d1".to_string(), "d2".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);
    let selected = rate_limit_aware_from_context(&contexts).unwrap();

    // d2 should win because d1 is constrained by RPM (10% headroom vs 60%)
    assert_eq!(selected, "d2");
}

#[tokio::test]
async fn test_rate_limit_aware_no_limits() {
    let deployments = DashMap::new();

    // No limits = maximum distance (1.0)
    let config = DeploymentConfig {
        tpm_limit: None,
        rpm_limit: None,
        ..Default::default()
    };
    deployments.insert(
        "d1".to_string(),
        create_test_deployment("d1", config.clone()).await,
    );
    deployments.insert("d2".to_string(), create_test_deployment("d2", config).await);

    let candidates = vec!["d1".to_string(), "d2".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);
    let selected = rate_limit_aware_from_context(&contexts).unwrap();

    // Both have maximum distance, first one wins
    assert_eq!(selected, "d1");
}

#[test]
fn test_rate_limit_aware_empty_candidates() {
    assert!(rate_limit_aware_from_context(&[]).is_none());
}

// ====================================================================================
// round_robin Tests
// ====================================================================================

#[test]
fn test_round_robin_single_candidate() {
    let counters: DashMap<String, AtomicUsize> = DashMap::new();
    let candidate_ids = ["d1".to_string()];
    let contexts: Vec<RoutingContext<'_>> = candidate_ids
        .iter()
        .map(|id| RoutingContext {
            deployment_id: id,
            weight: 1,
            priority: 1,
            active_requests: 0,
            tpm_current: 0,
            tpm_limit: None,
            rpm_current: 0,
            rpm_limit: None,
            avg_latency_us: 0,
        })
        .collect();

    let selected = round_robin_from_context("gpt-4", &contexts, &counters).unwrap();
    assert_eq!(selected, "d1");
}

#[test]
fn test_round_robin_cycles_through_candidates() {
    let counters: DashMap<String, AtomicUsize> = DashMap::new();
    let candidate_ids = ["d1".to_string(), "d2".to_string(), "d3".to_string()];
    let contexts: Vec<RoutingContext<'_>> = candidate_ids
        .iter()
        .map(|id| RoutingContext {
            deployment_id: id,
            weight: 1,
            priority: 1,
            active_requests: 0,
            tpm_current: 0,
            tpm_limit: None,
            rpm_current: 0,
            rpm_limit: None,
            avg_latency_us: 0,
        })
        .collect();

    // First cycle
    assert_eq!(
        round_robin_from_context("gpt-4", &contexts, &counters).unwrap(),
        "d1"
    );
    assert_eq!(
        round_robin_from_context("gpt-4", &contexts, &counters).unwrap(),
        "d2"
    );
    assert_eq!(
        round_robin_from_context("gpt-4", &contexts, &counters).unwrap(),
        "d3"
    );

    // Second cycle
    assert_eq!(
        round_robin_from_context("gpt-4", &contexts, &counters).unwrap(),
        "d1"
    );
    assert_eq!(
        round_robin_from_context("gpt-4", &contexts, &counters).unwrap(),
        "d2"
    );
}

#[test]
fn test_round_robin_separate_counters_per_model() {
    let counters: DashMap<String, AtomicUsize> = DashMap::new();
    let candidate_ids = ["d1".to_string(), "d2".to_string()];
    let contexts: Vec<RoutingContext<'_>> = candidate_ids
        .iter()
        .map(|id| RoutingContext {
            deployment_id: id,
            weight: 1,
            priority: 1,
            active_requests: 0,
            tpm_current: 0,
            tpm_limit: None,
            rpm_current: 0,
            rpm_limit: None,
            avg_latency_us: 0,
        })
        .collect();

    // gpt-4 model
    assert_eq!(
        round_robin_from_context("gpt-4", &contexts, &counters).unwrap(),
        "d1"
    );
    assert_eq!(
        round_robin_from_context("gpt-4", &contexts, &counters).unwrap(),
        "d2"
    );

    // claude model has its own counter
    assert_eq!(
        round_robin_from_context("claude-3", &contexts, &counters).unwrap(),
        "d1"
    );
    assert_eq!(
        round_robin_from_context("claude-3", &contexts, &counters).unwrap(),
        "d2"
    );

    // gpt-4 continues from where it left off
    assert_eq!(
        round_robin_from_context("gpt-4", &contexts, &counters).unwrap(),
        "d1"
    );
}

#[test]
fn test_round_robin_wraps_around() {
    let counters: DashMap<String, AtomicUsize> = DashMap::new();
    let candidate_ids = ["d1".to_string(), "d2".to_string()];
    let contexts: Vec<RoutingContext<'_>> = candidate_ids
        .iter()
        .map(|id| RoutingContext {
            deployment_id: id,
            weight: 1,
            priority: 1,
            active_requests: 0,
            tpm_current: 0,
            tpm_limit: None,
            rpm_current: 0,
            rpm_limit: None,
            avg_latency_us: 0,
        })
        .collect();

    // Run many times and verify it keeps cycling
    for i in 0..100 {
        let selected = round_robin_from_context("gpt-4", &contexts, &counters).unwrap();
        if i % 2 == 0 {
            assert_eq!(selected, "d1");
        } else {
            assert_eq!(selected, "d2");
        }
    }
}

#[test]
fn test_round_robin_empty_candidates() {
    let counters: DashMap<String, AtomicUsize> = DashMap::new();
    let contexts: Vec<RoutingContext<'_>> = vec![];
    assert!(round_robin_from_context("gpt-4", &contexts, &counters).is_none());
}

#[test]
fn test_round_robin_from_context_cycles_through_candidates() {
    let counters: DashMap<String, AtomicUsize> = DashMap::new();
    let candidate_ids = ["d1".to_string(), "d2".to_string(), "d3".to_string()];
    let contexts: Vec<RoutingContext<'_>> = candidate_ids
        .iter()
        .map(|id| RoutingContext {
            deployment_id: id,
            weight: 1,
            priority: 1,
            active_requests: 0,
            tpm_current: 0,
            tpm_limit: None,
            rpm_current: 0,
            rpm_limit: None,
            avg_latency_us: 0,
        })
        .collect();

    assert_eq!(
        round_robin_from_context("gpt-4", &contexts, &counters).unwrap(),
        "d1"
    );
    assert_eq!(
        round_robin_from_context("gpt-4", &contexts, &counters).unwrap(),
        "d2"
    );
    assert_eq!(
        round_robin_from_context("gpt-4", &contexts, &counters).unwrap(),
        "d3"
    );
}

// ====================================================================================
// Integration Tests
// ====================================================================================

#[tokio::test]
async fn test_strategy_consistency() {
    // Verify that with same input, deterministic strategies produce same output
    let deployments = DashMap::new();

    let config1 = DeploymentConfig {
        weight: 1,
        priority: 10,
        tpm_limit: Some(1000),
        ..Default::default()
    };
    let d1 = create_test_deployment("d1", config1).await;
    d1.state.tpm_current.store(500, Relaxed);
    d1.state.active_requests.store(5, Relaxed);
    d1.state.avg_latency_us.store(100, Relaxed);
    deployments.insert("d1".to_string(), d1);

    let config2 = DeploymentConfig {
        weight: 1,
        priority: 1,
        tpm_limit: Some(1000),
        ..Default::default()
    };
    let d2 = create_test_deployment("d2", config2).await;
    d2.state.tpm_current.store(100, Relaxed);
    d2.state.active_requests.store(2, Relaxed);
    d2.state.avg_latency_us.store(200, Relaxed);
    deployments.insert("d2".to_string(), d2);

    let candidates = vec!["d1".to_string(), "d2".to_string()];
    let contexts = build_routing_contexts(&candidates, &deployments);

    // Deterministic strategies should consistently return same result
    for _ in 0..10 {
        // least_busy always picks d2 (2 active vs 5)
        assert_eq!(least_busy_from_context(&contexts).unwrap(), "d2");

        // lowest_usage always picks d2 (10% vs 50%)
        assert_eq!(lowest_usage_from_context(&contexts).unwrap(), "d2");

        // lowest_latency always picks d1 (100us vs 200us)
        assert_eq!(lowest_latency_from_context(&contexts).unwrap(), "d1");

        // lowest_priority always picks d2 (priority 1 vs 10)
        assert_eq!(lowest_priority_from_context(&contexts).unwrap(), "d2");
    }
}