Support updating weights at once by stopping all requests (#6698)
Signed-off-by: Tianyu Zhou <albert.zty@antgroup.com> Co-authored-by: Zilin Zhu <zhuzilinallen@gmail.com>
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@@ -1,6 +1,8 @@
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import json
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import random
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import time
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import unittest
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from concurrent.futures import ThreadPoolExecutor, as_completed
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import requests
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@@ -153,6 +155,82 @@ class TestServerUpdateWeightsFromDisk(CustomTestCase):
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self.assertEqual(origin_response[:32], updated_response[:32])
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class TestServerUpdateWeightsFromDiskAbortAllRequests(CustomTestCase):
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@classmethod
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def setUpClass(cls):
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cls.model = DEFAULT_SMALL_MODEL_NAME_FOR_TEST
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cls.base_url = DEFAULT_URL_FOR_TEST
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cls.process = popen_launch_server(
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cls.model,
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cls.base_url,
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timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
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other_args=["--max-running-requests", 8],
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)
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@classmethod
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def tearDownClass(cls):
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kill_process_tree(cls.process.pid)
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def run_decode(self, max_new_tokens=32):
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response = requests.post(
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self.base_url + "/generate",
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json={
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"text": "The capital of France is",
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"sampling_params": {
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"temperature": 0,
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"max_new_tokens": max_new_tokens,
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"ignore_eos": True,
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},
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},
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)
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return response.json()
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def get_model_info(self):
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response = requests.get(self.base_url + "/get_model_info")
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model_path = response.json()["model_path"]
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print(json.dumps(response.json()))
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return model_path
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def run_update_weights(self, model_path, abort_all_requests=False):
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response = requests.post(
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self.base_url + "/update_weights_from_disk",
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json={
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"model_path": model_path,
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"abort_all_requests": abort_all_requests,
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},
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)
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ret = response.json()
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print(json.dumps(ret))
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return ret
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def test_update_weights_abort_all_requests(self):
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origin_model_path = self.get_model_info()
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print(f"[Server Mode] origin_model_path: {origin_model_path}")
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num_requests = 32
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with ThreadPoolExecutor(num_requests) as executor:
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futures = [
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executor.submit(self.run_decode, 16000) for _ in range(num_requests)
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]
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# ensure the decode has been started
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time.sleep(2)
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new_model_path = DEFAULT_SMALL_MODEL_NAME_FOR_TEST.replace("-Instruct", "")
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ret = self.run_update_weights(new_model_path, abort_all_requests=True)
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self.assertTrue(ret["success"])
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for future in as_completed(futures):
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self.assertEqual(
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future.result()["meta_info"]["finish_reason"]["type"], "abort"
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)
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updated_model_path = self.get_model_info()
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print(f"[Server Mode] updated_model_path: {updated_model_path}")
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self.assertEqual(updated_model_path, new_model_path)
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self.assertNotEqual(updated_model_path, origin_model_path)
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###############################################################################
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# Parameterized Tests for update_weights_from_disk
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# Test coverage is determined based on the value of is_in_ci:
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