service_v2.rs 23 KB
Newer Older
1
// SPDX-FileCopyrightText: Copyright (c) 2024-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
2
// SPDX-License-Identifier: Apache-2.0
3

4
use std::collections::HashMap;
5
use std::env::var;
Graham King's avatar
Graham King committed
6
use std::path::PathBuf;
7
use std::sync::Arc;
8
9
use std::sync::atomic::AtomicBool;
use std::sync::atomic::Ordering;
10
use std::time::Duration;
11

12
13
14
use axum::body::Body;
use axum::http::Response;

15
use super::Metrics;
16
use super::RouteDoc;
17
use super::metrics;
18
19
use super::metrics::register_worker_timing_metrics;
use crate::discovery::{ModelManager, register_worker_load_metrics};
20
use crate::endpoint_type::EndpointType;
21
use crate::request_template::RequestTemplate;
22
use anyhow::Result;
Graham King's avatar
Graham King committed
23
use axum_server::tls_rustls::RustlsConfig;
24
use derive_builder::Builder;
25
use dynamo_runtime::config::environment_names::llm as env_llm;
26
use dynamo_runtime::discovery::{Discovery, KVStoreDiscovery};
27
use dynamo_runtime::logging::make_request_span;
28
use dynamo_runtime::metrics::prometheus_names::name_prefix;
29
use dynamo_runtime::storage::kv;
Graham King's avatar
Graham King committed
30
use std::net::SocketAddr;
31
use tokio::task::JoinHandle;
32
use tokio_util::sync::CancellationToken;
33
use tower_http::trace::TraceLayer;
34

35
36
37
38
/// HTTP service shared state
pub struct State {
    metrics: Arc<Metrics>,
    manager: Arc<ModelManager>,
39
    store: kv::Manager,
40
    discovery_client: Arc<dyn Discovery>,
41
    flags: StateFlags,
42
    cancel_token: CancellationToken,
43
44
45
46
47
48
49
}

#[derive(Default, Debug)]
struct StateFlags {
    chat_endpoints_enabled: AtomicBool,
    cmpl_endpoints_enabled: AtomicBool,
    embeddings_endpoints_enabled: AtomicBool,
50
    images_endpoints_enabled: AtomicBool,
51
52
53
54
55
56
57
58
59
    responses_endpoints_enabled: AtomicBool,
}

impl StateFlags {
    pub fn get(&self, endpoint_type: &EndpointType) -> bool {
        match endpoint_type {
            EndpointType::Chat => self.chat_endpoints_enabled.load(Ordering::Relaxed),
            EndpointType::Completion => self.cmpl_endpoints_enabled.load(Ordering::Relaxed),
            EndpointType::Embedding => self.embeddings_endpoints_enabled.load(Ordering::Relaxed),
60
            EndpointType::Images => self.images_endpoints_enabled.load(Ordering::Relaxed),
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
            EndpointType::Responses => self.responses_endpoints_enabled.load(Ordering::Relaxed),
        }
    }

    pub fn set(&self, endpoint_type: &EndpointType, enabled: bool) {
        match endpoint_type {
            EndpointType::Chat => self
                .chat_endpoints_enabled
                .store(enabled, Ordering::Relaxed),
            EndpointType::Completion => self
                .cmpl_endpoints_enabled
                .store(enabled, Ordering::Relaxed),
            EndpointType::Embedding => self
                .embeddings_endpoints_enabled
                .store(enabled, Ordering::Relaxed),
76
77
78
            EndpointType::Images => self
                .images_endpoints_enabled
                .store(enabled, Ordering::Relaxed),
79
80
81
82
83
            EndpointType::Responses => self
                .responses_endpoints_enabled
                .store(enabled, Ordering::Relaxed),
        }
    }
84
85
86
}

impl State {
87
88
89
90
91
    pub fn new(
        manager: Arc<ModelManager>,
        store: kv::Manager,
        cancel_token: CancellationToken,
    ) -> Self {
92
93
94
        // Initialize discovery backed by KV store
        // Create a cancellation token for the discovery's watch streams
        let discovery_client = {
95
96
97
            let discovery_cancel_token = cancel_token.child_token();
            Arc::new(KVStoreDiscovery::new(store.clone(), discovery_cancel_token))
                as Arc<dyn Discovery>
98
99
        };

100
101
102
        Self {
            manager,
            metrics: Arc::new(Metrics::default()),
103
            store,
104
            discovery_client,
105
106
107
108
            flags: StateFlags {
                chat_endpoints_enabled: AtomicBool::new(false),
                cmpl_endpoints_enabled: AtomicBool::new(false),
                embeddings_endpoints_enabled: AtomicBool::new(false),
109
                images_endpoints_enabled: AtomicBool::new(false),
110
111
                responses_endpoints_enabled: AtomicBool::new(false),
            },
112
            cancel_token,
113
114
115
        }
    }

116
117
118
119
120
121
122
123
124
125
126
127
128
    /// Get the Prometheus [`Metrics`] object which tracks request counts and inflight requests
    pub fn metrics_clone(&self) -> Arc<Metrics> {
        self.metrics.clone()
    }

    pub fn manager(&self) -> &ModelManager {
        Arc::as_ref(&self.manager)
    }

    pub fn manager_clone(&self) -> Arc<ModelManager> {
        self.manager.clone()
    }

129
    pub fn store(&self) -> &kv::Manager {
130
        &self.store
131
132
    }

133
134
135
136
    pub fn discovery(&self) -> Arc<dyn Discovery> {
        self.discovery_client.clone()
    }

137
138
139
140
141
142
143
144
145
146
    /// Check if the service is shutting down
    pub fn is_cancelled(&self) -> bool {
        self.cancel_token.is_cancelled()
    }

    /// Get the cancellation token
    pub fn cancel_token(&self) -> &CancellationToken {
        &self.cancel_token
    }

147
148
149
150
151
152
    // TODO
    pub fn sse_keep_alive(&self) -> Option<Duration> {
        None
    }
}

153
154
#[derive(Clone)]
pub struct HttpService {
155
156
157
    // The state we share with every request handler
    state: Arc<State>,

158
159
    router: axum::Router,
    port: u16,
160
    host: String,
Graham King's avatar
Graham King committed
161
162
163
    enable_tls: bool,
    tls_cert_path: Option<PathBuf>,
    tls_key_path: Option<PathBuf>,
164
    route_docs: Vec<RouteDoc>,
165
166
167
168
169
170

    // DEPRECATED: To be removed after custom backends migrate to Dynamo backend.
    pub(crate) custom_backend_namespace_component_endpoint: Option<String>,
    pub(crate) custom_backend_metrics_polling_interval: Option<f64>,
    pub(crate) custom_backend_registry:
        Option<Arc<super::custom_backend_metrics::CustomBackendMetricsRegistry>>,
171
172
173
}

#[derive(Clone, Builder)]
174
#[builder(pattern = "owned", build_fn(private, name = "build_internal"))]
175
176
177
178
pub struct HttpServiceConfig {
    #[builder(default = "8787")]
    port: u16,

179
180
181
    #[builder(setter(into), default = "String::from(\"0.0.0.0\")")]
    host: String,

Graham King's avatar
Graham King committed
182
183
184
185
186
187
188
189
190
    #[builder(default = "false")]
    enable_tls: bool,

    #[builder(default = "None")]
    tls_cert_path: Option<PathBuf>,

    #[builder(default = "None")]
    tls_key_path: Option<PathBuf>,

191
192
    // #[builder(default)]
    // custom: Vec<axum::Router>
193
    #[builder(default = "false")]
194
195
    enable_chat_endpoints: bool,

196
    #[builder(default = "false")]
197
    enable_cmpl_endpoints: bool,
198

199
    #[builder(default = "true")]
200
201
    enable_embeddings_endpoints: bool,

202
203
204
    #[builder(default = "true")]
    enable_responses_endpoints: bool,

205
206
    #[builder(default = "None")]
    request_template: Option<RequestTemplate>,
207

208
    #[builder(default)]
209
    store: kv::Manager,
210
211
212
213
214
215
216

    // DEPRECATED: To be removed after custom backends migrate to Dynamo backend.
    #[builder(default = "None")]
    custom_backend_namespace_component_endpoint: Option<String>,

    #[builder(default = "None")]
    custom_backend_metrics_polling_interval: Option<f64>,
217
218
219
220
221
222
223
}

impl HttpService {
    pub fn builder() -> HttpServiceConfigBuilder {
        HttpServiceConfigBuilder::default()
    }

224
225
226
227
228
229
230
231
    pub fn state_clone(&self) -> Arc<State> {
        self.state.clone()
    }

    pub fn state(&self) -> &State {
        Arc::as_ref(&self.state)
    }

232
    pub fn model_manager(&self) -> &ModelManager {
233
        self.state().manager()
234
235
    }

236
237
238
239
240
241
    pub async fn spawn(&self, cancel_token: CancellationToken) -> JoinHandle<Result<()>> {
        let this = self.clone();
        tokio::spawn(async move { this.run(cancel_token).await })
    }

    pub async fn run(&self, cancel_token: CancellationToken) -> Result<()> {
242
        let address = format!("{}:{}", self.host, self.port);
Graham King's avatar
Graham King committed
243
244
        let protocol = if self.enable_tls { "HTTPS" } else { "HTTP" };
        tracing::info!(protocol, address, "Starting HTTP(S) service");
245
246
247
248

        let router = self.router.clone();
        let observer = cancel_token.child_token();

249
250
        let state_cancel = self.state.cancel_token().clone();

Graham King's avatar
Graham King committed
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
        let addr: SocketAddr = address
            .parse()
            .map_err(|e| anyhow::anyhow!("Invalid address '{}': {}", address, e))?;

        if self.enable_tls {
            let cert_path = self
                .tls_cert_path
                .as_ref()
                .ok_or_else(|| anyhow::anyhow!("TLS certificate path not provided"))?;
            let key_path = self
                .tls_key_path
                .as_ref()
                .ok_or_else(|| anyhow::anyhow!("TLS private key path not provided"))?;

            // aws_lc_rs is the default but other crates pull in `ring` also,
            // so rustls doesn't know which one to use. Tell it.
            if let Err(e) = rustls::crypto::aws_lc_rs::default_provider().install_default() {
                tracing::debug!("TLS crypto provider already installed: {e:?}");
            }

            let config = RustlsConfig::from_pem_file(cert_path, key_path)
                .await
                .map_err(|e| anyhow::anyhow!("Failed to create TLS config: {}", e))?;

            let handle = axum_server::Handle::new();
            let server = axum_server::bind_rustls(addr, config)
                .handle(handle.clone())
                .serve(router.into_make_service());

            tokio::select! {
                result = server => {
                    result.map_err(|e| anyhow::anyhow!("HTTPS server error: {}", e))?;
                }
                _ = observer.cancelled() => {
285
                    state_cancel.cancel();
Graham King's avatar
Graham King committed
286
                    tracing::info!("HTTPS server shutdown requested");
287
288
289
                    // accepting requests for 5 more seconds, to allow incorrectly routed requests to arrive
                    handle.graceful_shutdown(Some(Duration::from_secs(get_graceful_shutdown_timeout() as u64)));
                    // no longer accepting requests, draining all existing connections
Graham King's avatar
Graham King committed
290
291
292
                }
            }
        } else {
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
            let listener = tokio::net::TcpListener::bind(addr).await.map_err(|e| {
                tracing::error!(
                    protocol = %protocol,
                    address = %address,
                    error = %e,
                    "Failed to bind server to address"
                );
                match e.kind() {
                    std::io::ErrorKind::AddrInUse => anyhow::anyhow!(
                        "Failed to start {} server: port {} already in use. Use --http-port to specify a different port.",
                        protocol,
                        self.port
                    ),
                    _ => anyhow::anyhow!(
                        "Failed to start {} server on {}: {}",
                        protocol,
                        address,
                        e
                    ),
                }
            })?;
Graham King's avatar
Graham King committed
314
315

            axum::serve(listener, router)
316
317
318
319
320
321
322
323
324
                .with_graceful_shutdown(async move {
                    observer.cancelled_owned().await;
                    state_cancel.cancel();
                    tracing::info!("HTTP server shutdown requested");
                    // accepting requests for 5 more seconds, to allow incorrectly routed requests to arrive
                    tokio::time::sleep(Duration::from_secs(get_graceful_shutdown_timeout() as u64))
                        .await;
                    // no longer accepting requests, draining all existing connections
                })
Graham King's avatar
Graham King committed
325
326
327
                .await
                .inspect_err(|_| cancel_token.cancel())?;
        }
328
329

        Ok(())
330
    }
331
332
333
334
335

    /// Documentation of exposed HTTP endpoints
    pub fn route_docs(&self) -> &[RouteDoc] {
        &self.route_docs
    }
336

337
    pub fn enable_model_endpoint(&self, endpoint_type: EndpointType, enable: bool) {
338
339
340
341
342
343
344
        self.state.flags.set(&endpoint_type, enable);
        tracing::info!(
            "{} endpoints {}",
            endpoint_type.as_str(),
            if enable { "enabled" } else { "disabled" }
        );
    }
345
346
}

347
348
349
350
351
352
353
fn get_graceful_shutdown_timeout() -> usize {
    std::env::var(env_llm::DYN_HTTP_GRACEFUL_SHUTDOWN_TIMEOUT_SECS)
        .ok()
        .and_then(|s| s.parse::<usize>().ok())
        .unwrap_or(5)
}

354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
/// Environment variable to set the metrics endpoint path (default: `/metrics`)
static HTTP_SVC_METRICS_PATH_ENV: &str = "DYN_HTTP_SVC_METRICS_PATH";
/// Environment variable to set the models endpoint path (default: `/v1/models`)
static HTTP_SVC_MODELS_PATH_ENV: &str = "DYN_HTTP_SVC_MODELS_PATH";
/// Environment variable to set the health endpoint path (default: `/health`)
static HTTP_SVC_HEALTH_PATH_ENV: &str = "DYN_HTTP_SVC_HEALTH_PATH";
/// Environment variable to set the live endpoint path (default: `/live`)
static HTTP_SVC_LIVE_PATH_ENV: &str = "DYN_HTTP_SVC_LIVE_PATH";
/// Environment variable to set the chat completions endpoint path (default: `/v1/chat/completions`)
static HTTP_SVC_CHAT_PATH_ENV: &str = "DYN_HTTP_SVC_CHAT_PATH";
/// Environment variable to set the completions endpoint path (default: `/v1/completions`)
static HTTP_SVC_CMP_PATH_ENV: &str = "DYN_HTTP_SVC_CMP_PATH";
/// Environment variable to set the embeddings endpoint path (default: `/v1/embeddings`)
static HTTP_SVC_EMB_PATH_ENV: &str = "DYN_HTTP_SVC_EMB_PATH";
/// Environment variable to set the responses endpoint path (default: `/v1/responses`)
static HTTP_SVC_RESPONSES_PATH_ENV: &str = "DYN_HTTP_SVC_RESPONSES_PATH";

371
372
impl HttpServiceConfigBuilder {
    pub fn build(self) -> Result<HttpService, anyhow::Error> {
373
        let config: HttpServiceConfig = self.build_internal()?;
374

375
        let model_manager = Arc::new(ModelManager::new());
376
377
378
        // Create a temporary cancel token for building - will be replaced in spawn/run
        let temp_cancel_token = CancellationToken::new();
        let state = Arc::new(State::new(model_manager, config.store, temp_cancel_token));
379
380
381
382
383
384
385
386
387
388
389
390
391
        state
            .flags
            .set(&EndpointType::Chat, config.enable_chat_endpoints);
        state
            .flags
            .set(&EndpointType::Completion, config.enable_cmpl_endpoints);
        state
            .flags
            .set(&EndpointType::Embedding, config.enable_embeddings_endpoints);
        state
            .flags
            .set(&EndpointType::Responses, config.enable_responses_endpoints);

392
393
        // enable prometheus metrics
        let registry = metrics::Registry::new();
394
        state.metrics_clone().register(&registry)?;
395

396
397
398
399
400
401
402
403
404
405
406
407
        // Register worker load metrics (active_decode_blocks, active_prefill_tokens per worker)
        // These are updated by KvWorkerMonitor when receiving ActiveLoad events
        if let Err(e) = register_worker_load_metrics(&registry) {
            tracing::warn!("Failed to register worker load metrics: {}", e);
        }

        // Register worker timing metrics (last_ttft, last_itl per worker)
        // These are updated by ResponseMetricCollector when observing TTFT/ITL
        if let Err(e) = register_worker_timing_metrics(&registry) {
            tracing::warn!("Failed to register worker timing metrics: {}", e);
        }

408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
        // DEPRECATED: To be removed after custom backends migrate to Dynamo backend.
        // Setup custom backend metrics if configured
        let custom_backend_registry =
            if config.custom_backend_namespace_component_endpoint.is_some()
                && config.custom_backend_metrics_polling_interval.is_some()
            {
                Some(Arc::new(
                    super::custom_backend_metrics::CustomBackendMetricsRegistry::new(
                        name_prefix::COMPONENT.to_string(),
                        registry.clone(),
                    ),
                ))
            } else {
                None
            };
423

424
        let mut router = axum::Router::new();
425

426
427
428
        let mut all_docs = Vec::new();

        let mut routes = vec![
429
430
431
432
            metrics::router(registry, var(HTTP_SVC_METRICS_PATH_ENV).ok()),
            super::openai::list_models_router(state.clone(), var(HTTP_SVC_MODELS_PATH_ENV).ok()),
            super::health::health_check_router(state.clone(), var(HTTP_SVC_HEALTH_PATH_ENV).ok()),
            super::health::live_check_router(state.clone(), var(HTTP_SVC_LIVE_PATH_ENV).ok()),
433
            super::busy_threshold::busy_threshold_router(state.clone(), None),
434
435
        ];

436
437
438
439
        let endpoint_routes =
            HttpServiceConfigBuilder::get_endpoints_router(state.clone(), &config.request_template);
        routes.extend(endpoint_routes);
        for (route_docs, route) in routes {
440
441
442
443
            router = router.merge(route);
            all_docs.extend(route_docs);
        }

444
445
446
447
448
449
450
        // Add OpenAPI documentation routes (must be after all other routes so it can document them)
        // Note: The path parameter is currently unused as SwaggerUi requires static paths
        let (openapi_docs, openapi_route) =
            super::openapi_docs::openapi_router(all_docs.clone(), None);
        router = router.merge(openapi_route);
        all_docs.extend(openapi_docs);

451
        // Add span for tracing
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
        // Add on_response callback for logging response status code
        router = router.layer(
            TraceLayer::new_for_http()
                .make_span_with(make_request_span)
                .on_response(
                    |response: &Response<Body>, latency: Duration, _span: &tracing::Span| {
                        let status = response.status();
                        let latency_ms = latency.as_millis();

                        if status.is_server_error() {
                            tracing::error!(
                                status = %status.as_u16(),
                                latency_ms = %latency_ms,
                                "request completed with server error"
                            );
                        } else if status.is_client_error() {
                            tracing::warn!(
                                status = %status.as_u16(),
                                latency_ms = %latency_ms,
                                "request completed with client request error"
                            );
                        } else {
                            tracing::debug!(
                                status = %status.as_u16(),
                                latency_ms = %latency_ms,
                                "request completed"
                            );
                        }
                    },
                ),
        );
483

484
        Ok(HttpService {
485
            state,
486
487
            router,
            port: config.port,
488
            host: config.host,
Graham King's avatar
Graham King committed
489
490
491
            enable_tls: config.enable_tls,
            tls_cert_path: config.tls_cert_path,
            tls_key_path: config.tls_key_path,
492
            route_docs: all_docs,
493
494
495
496
            custom_backend_namespace_component_endpoint: config
                .custom_backend_namespace_component_endpoint,
            custom_backend_metrics_polling_interval: config.custom_backend_metrics_polling_interval,
            custom_backend_registry,
497
498
        })
    }
499
500
501
502
503

    pub fn with_request_template(mut self, request_template: Option<RequestTemplate>) -> Self {
        self.request_template = Some(request_template);
        self
    }
504

505
506
507
508
509
510
511
512
513
514
515
    // DEPRECATED: To be removed after custom backends migrate to Dynamo backend.
    pub fn with_custom_backend_config(
        mut self,
        namespace_component_endpoint: Option<String>,
        polling_interval: Option<f64>,
    ) -> Self {
        self.custom_backend_namespace_component_endpoint = Some(namespace_component_endpoint);
        self.custom_backend_metrics_polling_interval = Some(polling_interval);
        self
    }

516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
    fn get_endpoints_router(
        state: Arc<State>,
        request_template: &Option<RequestTemplate>,
    ) -> Vec<(Vec<RouteDoc>, axum::Router)> {
        let mut routes = Vec::new();
        // Add chat completions route with conditional middleware
        let (chat_docs, chat_route) = super::openai::chat_completions_router(
            state.clone(),
            request_template.clone(),
            var(HTTP_SVC_CHAT_PATH_ENV).ok(),
        );
        let (cmpl_docs, cmpl_route) =
            super::openai::completions_router(state.clone(), var(HTTP_SVC_CMP_PATH_ENV).ok());
        let (embed_docs, embed_route) =
            super::openai::embeddings_router(state.clone(), var(HTTP_SVC_EMB_PATH_ENV).ok());
531
        let (images_docs, images_route) = super::openai::images_router(state.clone(), None);
532
533
534
535
536
537
538
539
540
541
        let (responses_docs, responses_route) = super::openai::responses_router(
            state.clone(),
            request_template.clone(),
            var(HTTP_SVC_RESPONSES_PATH_ENV).ok(),
        );

        let mut endpoint_routes = HashMap::new();
        endpoint_routes.insert(EndpointType::Chat, (chat_docs, chat_route));
        endpoint_routes.insert(EndpointType::Completion, (cmpl_docs, cmpl_route));
        endpoint_routes.insert(EndpointType::Embedding, (embed_docs, embed_route));
542
        endpoint_routes.insert(EndpointType::Images, (images_docs, images_route));
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
        endpoint_routes.insert(EndpointType::Responses, (responses_docs, responses_route));

        for endpoint_type in EndpointType::all() {
            let state_route = state.clone();
            if !endpoint_routes.contains_key(&endpoint_type) {
                tracing::debug!("{} endpoints are disabled", endpoint_type.as_str());
                continue;
            }
            let (docs, route) = endpoint_routes.get(&endpoint_type).cloned().unwrap();
            let route = route.route_layer(axum::middleware::from_fn(
                move |req: axum::http::Request<axum::body::Body>, next: axum::middleware::Next| {
                    let state: Arc<State> = state_route.clone();
                    async move {
                        // Check if the endpoint is enabled
                        let enabled = state.flags.get(&endpoint_type);
                        if enabled {
                            Ok(next.run(req).await)
                        } else {
                            tracing::debug!("{} endpoints are disabled", endpoint_type.as_str());
562
                            Err(axum::http::StatusCode::NOT_FOUND)
563
564
565
566
567
568
569
570
                        }
                    }
                },
            ));
            routes.push((docs, route));
        }
        routes
    }
571
}
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616

#[cfg(test)]
mod tests {
    use super::*;
    use serial_test::serial;
    use std::sync::Arc;
    use tokio_util::sync::CancellationToken;

    #[tokio::test]
    #[serial]
    async fn test_liveness_endpoint_reflects_cancellation() {
        // 1. Setup service & token
        let cancel_token = Arc::new(CancellationToken::new());
        let service = HttpService::builder().build().unwrap();
        let port = service.port;

        // 2. Spawn service with shared token
        let service_token = cancel_token.clone();
        let handle = tokio::spawn(async move {
            service.run((*service_token).clone()).await.unwrap();
        });

        tokio::time::sleep(std::time::Duration::from_millis(1)).await;

        // 3. Cancel the token
        cancel_token.cancel();

        // 4. Wait a tiny bit for propagation
        tokio::time::sleep(std::time::Duration::from_millis(20)).await;

        // 5. Hit the endpoint
        let client = reqwest::Client::new();
        let resp = client
            .get(format!("http://localhost:{}/live", port))
            .send()
            .await
            .expect("Request failed");

        // 6. ASSERTION: Should be 503 Service Unavailable
        assert_eq!(resp.status(), reqwest::StatusCode::SERVICE_UNAVAILABLE);

        // Clean up
        handle.abort();
    }
}