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[CI] Fix setup of disaggregation with different tp (#6706)

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Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>
This commit is contained in:
shangmingc
2025-05-29 02:17:27 +08:00
committed by GitHub
parent e9fd11c0d1
commit d63e76f735
1 changed files with 162 additions and 22 deletions
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184
test/srt/test_disaggregation_different_tp.py
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@@ -3,6 +3,7 @@ import subprocess
import time
import unittest
from types import SimpleNamespace
from urllib.parse import urlparse
import requests
@@ -18,7 +19,7 @@ from sglang.test.test_utils import (
)
class TestDisaggregationMooncakeDifferentTP(CustomTestCase):
class TestDisaggregationMooncakePrefillLargerTP(CustomTestCase):
@classmethod
def setUpClass(cls):
# Temporarily disable JIT DeepGEMM
@@ -26,15 +27,22 @@ class TestDisaggregationMooncakeDifferentTP(CustomTestCase):
os.environ["SGL_ENABLE_JIT_DEEPGEMM"] = "false"
cls.model = DEFAULT_MODEL_NAME_FOR_TEST_MLA
cls.base_host = "127.0.0.1"
cls.base_port = int(DEFAULT_URL_FOR_TEST.split(":")[-1])
cls.lb_url = DEFAULT_URL_FOR_TEST
cls.prefill_url = f"http://{cls.base_host}:{cls.base_port + 100}"
cls.decode_url = f"http://{cls.base_host}:{cls.base_port + 200}"
parsed_url = urlparse(DEFAULT_URL_FOR_TEST)
cls.base_host = parsed_url.hostname
base_port = str(parsed_url.port)
cls.lb_port = base_port
cls.prefill_port = f"{int(base_port) + 100}"
cls.decode_port = f"{int(base_port) + 200}"
cls.prefill_url = f"http://{cls.base_host}:{cls.prefill_port}"
cls.decode_url = f"http://{cls.base_host}:{cls.decode_port}"
cls.lb_url = f"http://{cls.base_host}:{cls.lb_port}"
print(f"{cls.base_host=} {cls.lb_port=} {cls.prefill_port=} {cls.decode_port=}")
run_with_timeout(cls.start_prefill, timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH)
run_with_timeout(cls.start_decode, timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH)
# Non blocking start servers
cls.start_prefill()
cls.start_decode()
# Block until both
cls.wait_server_ready(cls.prefill_url + "/health")
cls.wait_server_ready(cls.decode_url + "/health")
@@ -49,7 +57,7 @@ class TestDisaggregationMooncakeDifferentTP(CustomTestCase):
"--host",
cls.base_host,
"--port",
str(cls.base_port),
cls.lb_port,
]
print("Starting load balancer:", " ".join(lb_command))
@@ -64,12 +72,10 @@ class TestDisaggregationMooncakeDifferentTP(CustomTestCase):
"--trust-remote-code",
"--disaggregation-mode",
"prefill",
"--host",
cls.base_host,
"--port",
str(cls.base_port + 100),
"--tp",
"4",
"2",
"--disaggregation-ib-device",
"mlx5_roce0,mlx5_roce1",
]
cls.process_prefill = popen_launch_pd_server(
cls.model,
@@ -84,14 +90,12 @@ class TestDisaggregationMooncakeDifferentTP(CustomTestCase):
"--trust-remote-code",
"--disaggregation-mode",
"decode",
"--host",
cls.base_host,
"--port",
str(cls.base_port + 200),
"--tp",
"2",
"1",
"--base-gpu-id",
"4",
"2",
"--disaggregation-ib-device",
"mlx5_roce2",
]
cls.process_decode = popen_launch_pd_server(
cls.model,
@@ -130,6 +134,8 @@ class TestDisaggregationMooncakeDifferentTP(CustomTestCase):
kill_process_tree(process.pid)
except Exception as e:
print(f"Error killing process {process.pid}: {e}")
# wait for 5 seconds
time.sleep(5)
def test_gsm8k(self):
args = SimpleNamespace(
@@ -138,8 +144,142 @@ class TestDisaggregationMooncakeDifferentTP(CustomTestCase):
num_questions=200,
max_new_tokens=512,
parallel=128,
host="http://127.0.0.1",
port=int(self.lb_url.split(":")[-1]),
host=f"http://{self.base_host}",
port=int(self.lb_port),
)
metrics = run_eval_few_shot_gsm8k(args)
print(f"Evaluation metrics: {metrics}")
self.assertGreater(metrics["accuracy"], 0.60)
class TestDisaggregationMooncakeDecodeLargerTP(CustomTestCase):
@classmethod
def setUpClass(cls):
# Temporarily disable JIT DeepGEMM
cls.original_jit_deepgemm = os.environ.get("SGL_ENABLE_JIT_DEEPGEMM")
os.environ["SGL_ENABLE_JIT_DEEPGEMM"] = "false"
cls.model = DEFAULT_MODEL_NAME_FOR_TEST_MLA
parsed_url = urlparse(DEFAULT_URL_FOR_TEST)
cls.base_host = parsed_url.hostname
base_port = str(parsed_url.port)
cls.lb_port = base_port
cls.prefill_port = f"{int(base_port) + 100}"
cls.decode_port = f"{int(base_port) + 200}"
cls.prefill_url = f"http://{cls.base_host}:{cls.prefill_port}"
cls.decode_url = f"http://{cls.base_host}:{cls.decode_port}"
cls.lb_url = f"http://{cls.base_host}:{cls.lb_port}"
print(f"{cls.base_host=} {cls.lb_port=} {cls.prefill_port=} {cls.decode_port=}")
# Non blocking start servers
cls.start_prefill()
cls.start_decode()
# Block until both
cls.wait_server_ready(cls.prefill_url + "/health")
cls.wait_server_ready(cls.decode_url + "/health")
lb_command = [
"python3",
"-m",
"sglang.srt.disaggregation.mini_lb",
"--prefill",
cls.prefill_url,
"--decode",
cls.decode_url,
"--host",
cls.base_host,
"--port",
cls.lb_port,
]
print("Starting load balancer:", " ".join(lb_command))
cls.process_lb = subprocess.Popen(
lb_command, stdout=subprocess.PIPE, stderr=subprocess.PIPE
)
cls.wait_server_ready(cls.lb_url + "/health")
@classmethod
def start_prefill(cls):
prefill_args = [
"--trust-remote-code",
"--disaggregation-mode",
"prefill",
"--tp",
"1",
"--disaggregation-ib-device",
"mlx5_roce0",
]
cls.process_prefill = popen_launch_pd_server(
cls.model,
cls.prefill_url,
timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
other_args=prefill_args,
)
@classmethod
def start_decode(cls):
decode_args = [
"--trust-remote-code",
"--disaggregation-mode",
"decode",
"--tp",
"2",
"--base-gpu-id",
"1",
"--disaggregation-ib-device",
"mlx5_roce1,mlx5_roce2",
]
cls.process_decode = popen_launch_pd_server(
cls.model,
cls.decode_url,
timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
other_args=decode_args,
)
@classmethod
def wait_server_ready(cls, url, timeout=60):
start_time = time.perf_counter()
while True:
try:
response = requests.get(url)
if response.status_code == 200:
print(f"Server {url} is ready")
return
except Exception:
pass
if time.perf_counter() - start_time > timeout:
raise RuntimeError(f"Server {url} failed to start in {timeout}s")
time.sleep(1)
@classmethod
def tearDownClass(cls):
# Restore JIT DeepGEMM environment variable
if cls.original_jit_deepgemm is not None:
os.environ["SGL_ENABLE_JIT_DEEPGEMM"] = cls.original_jit_deepgemm
else:
os.environ.pop("SGL_ENABLE_JIT_DEEPGEMM", None)
for process in [cls.process_lb, cls.process_decode, cls.process_prefill]:
if process:
try:
kill_process_tree(process.pid)
except Exception as e:
print(f"Error killing process {process.pid}: {e}")
# wait for 5 seconds
time.sleep(5)
def test_gsm8k(self):
args = SimpleNamespace(
num_shots=5,
data_path=None,
num_questions=200,
max_new_tokens=512,
parallel=128,
host=f"http://{self.base_host}",
port=int(self.lb_port),
)
metrics = run_eval_few_shot_gsm8k(args)
print(f"Evaluation metrics: {metrics}")