test_launch_server.py

import socket
import subprocess
import time
import unittest
from types import SimpleNamespace

import requests

from sglang.srt.utils import kill_process_tree
from sglang.test.run_eval import run_eval
from sglang.test.test_utils import (
    DEFAULT_MODEL_NAME_FOR_TEST,
    DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
    DEFAULT_URL_FOR_TEST,
)


def popen_launch_router(
    model: str,
    base_url: str,
    dp_size: int,
    timeout: float,
    policy: str = "cache_aware",
    max_payload_size: int = None,
    api_key: str = None,
    log_dir: str = None,
    service_discovery: bool = False,
    selector: list = None,
    service_discovery_port: int = 80,
    service_discovery_namespace: str = None,
    prometheus_port: int = None,
    prometheus_host: str = None,
):
    """
    Launch the router server process.

    Args:
        model: Model path/name
        base_url: Server base URL
        dp_size: Data parallel size
        timeout: Server launch timeout
        policy: Router policy, one of "cache_aware", "round_robin", "random"
        max_payload_size: Maximum payload size in bytes
        api_key: API key for the router
        log_dir: Directory to store log files. If None, logs are only output to console.
        service_discovery: Enable Kubernetes service discovery
        selector: List of label selectors in format ["key1=value1", "key2=value2"]
        service_discovery_port: Port to use for service discovery
        service_discovery_namespace: Kubernetes namespace to watch for pods. If None, watches all namespaces.
        prometheus_port: Port to expose Prometheus metrics. If None, Prometheus metrics are disabled.
        prometheus_host: Host address to bind the Prometheus metrics server.
    """
    _, host, port = base_url.split(":")
    host = host[2:]

    command = [
        "python3",
        "-m",
        "sglang_router.launch_server",
        "--model-path",
        model,
        "--host",
        host,
        "--port",
        port,
        "--dp",
        str(dp_size),
        "--router-eviction-interval",
        "5",
        "--router-policy",
        policy,
    ]

    if api_key is not None:
        command.extend(["--api-key", api_key])

    if max_payload_size is not None:
        command.extend(["--router-max-payload-size", str(max_payload_size)])

    if service_discovery:
        command.append("--router-service-discovery")

    if selector:
        command.extend(["--router-selector"] + selector)

    if service_discovery_port != 80:
        command.extend(["--router-service-discovery-port", str(service_discovery_port)])

    if service_discovery_namespace:
        command.extend(
            ["--router-service-discovery-namespace", service_discovery_namespace]
        )

    if prometheus_port is not None:
        command.extend(["--router-prometheus-port", str(prometheus_port)])

    if prometheus_host is not None:
        command.extend(["--router-prometheus-host", prometheus_host])

    if log_dir is not None:
        command.extend(["--log-dir", log_dir])

    process = subprocess.Popen(command, stdout=None, stderr=None)

    start_time = time.perf_counter()
    with requests.Session() as session:
        while time.perf_counter() - start_time < timeout:
            try:
                response = session.get(f"{base_url}/health")
                if response.status_code == 200:
                    print(f"Router {base_url} is healthy")
                    return process
            except requests.RequestException:
                pass
            time.sleep(10)

    raise TimeoutError("Router failed to start within the timeout period.")


def find_available_port():
    with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
        s.bind(("127.0.0.1", 0))
        return s.getsockname()[1]


def popen_launch_server(
    model: str,
    base_url: str,
    timeout: float,
):
    _, host, port = base_url.split(":")
    host = host[2:]

    command = [
        "python3",
        "-m",
        "sglang.launch_server",
        "--model-path",
        model,
        "--host",
        host,
        "--port",
        port,
        "--base-gpu-id",
        "1",
    ]

    process = subprocess.Popen(command, stdout=None, stderr=None)

    # intentionally don't wait and defer the job to the router health check
    return process


def terminate_and_wait(process, timeout=300):
    """Terminate a process and wait until it is terminated.

    Args:
        process: subprocess.Popen object
        timeout: maximum time to wait in seconds

    Raises:
        TimeoutError: if process does not terminate within timeout
    """
    if process is None:
        return

    process.terminate()
    start_time = time.perf_counter()

    while process.poll() is None:
        print(f"Terminating process {process.pid}")
        if time.perf_counter() - start_time > timeout:
            raise TimeoutError(
                f"Process {process.pid} failed to terminate within {timeout}s"
            )
        time.sleep(1)

    print(f"Process {process.pid} is successfully terminated")


class TestLaunchServer(unittest.TestCase):
    def setUp(self):
        self.model = DEFAULT_MODEL_NAME_FOR_TEST
        self.base_url = DEFAULT_URL_FOR_TEST
        self.process = None
        self.other_process = []

    def tearDown(self):
        print("Running tearDown...")
        if self.process:
            terminate_and_wait(self.process)
        for process in self.other_process:
            terminate_and_wait(process)
        print("tearDown done")

    def test_1_mmlu(self):
        print("Running test_1_mmlu...")
        # DP size = 2
        self.process = popen_launch_router(
            self.model,
            self.base_url,
            dp_size=2,
            timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
            policy="cache_aware",
        )

        args = SimpleNamespace(
            base_url=self.base_url,
            model=self.model,
            eval_name="mmlu",
            num_examples=64,
            num_threads=32,
            temperature=0.1,
        )

        metrics = run_eval(args)
        score = metrics["score"]
        THRESHOLD = 0.65
        passed = score >= THRESHOLD
        msg = f"MMLU test {'passed' if passed else 'failed'} with score {score:.3f} (threshold: {THRESHOLD})"
        self.assertGreaterEqual(score, THRESHOLD, msg)

    def test_2_add_and_remove_worker(self):
        print("Running test_2_add_and_remove_worker...")
        # DP size = 1
        self.process = popen_launch_router(
            self.model,
            self.base_url,
            dp_size=1,
            timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
            policy="round_robin",  # use round robin to make sure every worker processes requests
        )
        # 1. start a worker
        port = find_available_port()
        worker_url = f"http://127.0.0.1:{port}"
        worker_process = popen_launch_server(
            self.model, worker_url, DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH
        )
        self.other_process.append(worker_process)

        # 2. use /add_worker api to add it the the router. It will be used by router after it is healthy
        with requests.Session() as session:
            response = session.post(f"{self.base_url}/add_worker?url={worker_url}")
            print(f"status code: {response.status_code}, response: {response.text}")
            self.assertEqual(response.status_code, 200)

        # 3. run mmlu
        args = SimpleNamespace(
            base_url=self.base_url,
            model=self.model,
            eval_name="mmlu",
            num_examples=64,
            num_threads=32,
            temperature=0.1,
        )
        metrics = run_eval(args)
        score = metrics["score"]
        THRESHOLD = 0.65
        passed = score >= THRESHOLD
        msg = f"MMLU test {'passed' if passed else 'failed'} with score {score:.3f} (threshold: {THRESHOLD})"
        self.assertGreaterEqual(score, THRESHOLD, msg)

        # 4. use /remove_worker api to remove it from the router
        with requests.Session() as session:
            response = session.post(f"{self.base_url}/remove_worker?url={worker_url}")
            print(f"status code: {response.status_code}, response: {response.text}")
            self.assertEqual(response.status_code, 200)

        # 5. run mmlu again
        metrics = run_eval(args)
        score = metrics["score"]
        THRESHOLD = 0.65
        passed = score >= THRESHOLD
        msg = f"MMLU test {'passed' if passed else 'failed'} with score {score:.3f} (threshold: {THRESHOLD})"
        self.assertGreaterEqual(score, THRESHOLD, msg)

    def test_3_lazy_fault_tolerance(self):
        print("Running test_3_lazy_fault_tolerance...")
        # DP size = 1
        self.process = popen_launch_router(
            self.model,
            self.base_url,
            dp_size=1,
            timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
            policy="round_robin",
        )

        # 1. start a worker
        port = find_available_port()
        worker_url = f"http://127.0.0.1:{port}"
        worker_process = popen_launch_server(
            self.model, worker_url, DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH
        )
        self.other_process.append(worker_process)

        # 2. use /add_worker api to add it the the router. It will be used by router after it is healthy
        with requests.Session() as session:
            response = session.post(f"{self.base_url}/add_worker?url={worker_url}")
            print(f"status code: {response.status_code}, response: {response.text}")
            self.assertEqual(response.status_code, 200)

        # Start a thread to kill the worker after 10 seconds to mimic abrupt worker failure
        def kill_worker():
            time.sleep(10)
            kill_process_tree(worker_process.pid)
            print("Worker process killed")

        import threading

        kill_thread = threading.Thread(target=kill_worker)
        kill_thread.daemon = True
        kill_thread.start()

        # 3. run mmlu
        args = SimpleNamespace(
            base_url=self.base_url,
            model=self.model,
            eval_name="mmlu",
            num_examples=256,
            num_threads=32,
            temperature=0.1,
        )
        metrics = run_eval(args)
        score = metrics["score"]
        THRESHOLD = 0.65
        passed = score >= THRESHOLD
        msg = f"MMLU test {'passed' if passed else 'failed'} with score {score:.3f} (threshold: {THRESHOLD})"
        self.assertGreaterEqual(score, THRESHOLD, msg)

    def test_4_payload_size(self):
        print("Running test_4_payload_size...")
        # Start router with 3MB limit
        self.process = popen_launch_router(
            self.model,
            self.base_url,
            dp_size=1,
            timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
            policy="round_robin",
            max_payload_size=1 * 1024 * 1024,  # 1MB limit
        )

        # Test case 1: Payload just under 1MB should succeed
        payload_0_5_mb = {
            "text": "x" * int(0.5 * 1024 * 1024),  # 0.5MB of text
            "temperature": 0.0,
        }

        with requests.Session() as session:
            response = session.post(
                f"{self.base_url}/generate",
                json=payload_0_5_mb,
                headers={"Content-Type": "application/json"},
            )
            self.assertEqual(
                response.status_code,
                200,
                f"0.5MB payload should succeed but got status {response.status_code}",
            )

        # Test case 2: Payload over 1MB should fail
        payload_1_plus_mb = {
            "text": "x" * int((1.2 * 1024 * 1024)),  # 1.2MB of text
            "temperature": 0.0,
        }

        with requests.Session() as session:
            response = session.post(
                f"{self.base_url}/generate",
                json=payload_1_plus_mb,
                headers={"Content-Type": "application/json"},
            )
            self.assertEqual(
                response.status_code,
                413,  # Payload Too Large
                f"1.2MB payload should fail with 413 but got status {response.status_code}",
            )

    def test_5_api_key(self):
        print("Running test_5_api_key...")

        self.process = popen_launch_router(
            self.model,
            self.base_url,
            dp_size=1,
            timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
            policy="round_robin",
            api_key="correct_api_key",
        )

        # # Test case 1: request without api key should fail
        with requests.Session() as session:
            response = session.post(
                f"{self.base_url}/generate",
                json={"text": "Kanye west is, ", "temperature": 0},
            )
            print(f"status code: {response.status_code}, response: {response.text}")
            self.assertEqual(
                response.status_code,
                401,
                "Request without api key should fail with 401",
            )

        # Test case 2: request with invalid api key should fail
        with requests.Session() as session:
            response = requests.post(
                f"{self.base_url}/generate",
                json={"text": "Kanye west is, ", "temperature": 0},
                headers={"Authorization": "Bearer 123"},
            )
            print(f"status code: {response.status_code}, response: {response.text}")
            self.assertEqual(
                response.status_code,
                401,
                "Request with invalid api key should fail with 401",
            )

        # Test case 3: request with correct api key should succeed
        with requests.Session() as session:
            response = session.post(
                f"{self.base_url}/generate",
                json={"text": "Kanye west is ", "temperature": 0},
                headers={"Authorization": "Bearer correct_api_key"},
            )
            print(f"status code: {response.status_code}, response: {response.text}")
            self.assertEqual(
                response.status_code, 200, "Request with correct api key should succeed"
            )


if __name__ == "__main__":
    unittest.main()