""" python3 -m unittest test_large_max_new_tokens.TestLargeMaxNewTokens.test_chat_completion """ import os import time import unittest from concurrent.futures import ThreadPoolExecutor import openai from sglang.srt.hf_transformers_utils import get_tokenizer from sglang.srt.utils import kill_process_tree from sglang.test.test_utils import ( DEFAULT_SMALL_MODEL_NAME_FOR_TEST, DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH, DEFAULT_URL_FOR_TEST, STDERR_FILENAME, STDOUT_FILENAME, CustomTestCase, popen_launch_server, ) class TestLargeMaxNewTokens(CustomTestCase): @classmethod def setUpClass(cls): cls.model = DEFAULT_SMALL_MODEL_NAME_FOR_TEST cls.base_url = DEFAULT_URL_FOR_TEST cls.api_key = "sk-123456" cls.stdout = open(STDOUT_FILENAME, "w") cls.stderr = open(STDERR_FILENAME, "w") cls.process = popen_launch_server( cls.model, cls.base_url, timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH, api_key=cls.api_key, other_args=( "--max-total-token", "1536", "--context-len", "8192", "--decode-log-interval", "2", ), env={"SGLANG_CLIP_MAX_NEW_TOKENS_ESTIMATION": "256", **os.environ}, return_stdout_stderr=(cls.stdout, cls.stderr), ) cls.base_url += "/v1" cls.tokenizer = get_tokenizer(DEFAULT_SMALL_MODEL_NAME_FOR_TEST) @classmethod def tearDownClass(cls): kill_process_tree(cls.process.pid) cls.stdout.close() cls.stderr.close() os.remove(STDOUT_FILENAME) os.remove(STDERR_FILENAME) def run_chat_completion(self): client = openai.Client(api_key=self.api_key, base_url=self.base_url) response = client.chat.completions.create( model=self.model, messages=[ {"role": "system", "content": "You are a helpful AI assistant"}, { "role": "user", "content": "Please repeat the world 'hello' for 10000 times.", }, ], temperature=0, ) return response def test_chat_completion(self): num_requests = 4 futures = [] with ThreadPoolExecutor(num_requests) as executor: # Send multiple requests for i in range(num_requests): futures.append(executor.submit(self.run_chat_completion)) # Ensure that they are running concurrently pt = 0 while pt >= 0: time.sleep(5) lines = open(STDERR_FILENAME).readlines() for line in lines[pt:]: print(line, end="", flush=True) if f"#running-req: {num_requests}" in line: all_requests_running = True pt = -1 break pt += 1 assert all_requests_running if __name__ == "__main__": unittest.main()