895e56097c
Co-authored-by: cy <chenyang08056032@163.com> Co-authored-by: Cherry_ming <136634645@qq.com>
135 lines
4.5 KiB
Python
135 lines
4.5 KiB
Python
import logging
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import unittest
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import requests
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from sglang.srt.utils import kill_process_tree
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from sglang.test.ascend.test_ascend_utils import QWEN3_VL_4B_INSTRUCT_WEIGHTS_PATH
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from sglang.test.ci.ci_register import register_npu_ci
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from sglang.test.test_utils import (
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DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
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DEFAULT_URL_FOR_TEST,
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CustomTestCase,
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popen_launch_server,
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)
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logging.basicConfig(
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level=logging.INFO,
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format="%(asctime)s - %(name)s - %(levelname)s - %(message)s",
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handlers=[logging.StreamHandler()],
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)
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logger = logging.getLogger(__name__)
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register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
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class TestNpuApi(CustomTestCase):
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"""Testcase: Verify the availability and correctness of the /encode API on Ascend backend with GME_QWEN2_VL_2B_INSTRUCT model.
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[Test Category] Interface
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[Test Target] /encode
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"""
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@classmethod
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def setUpClass(cls):
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cls.model = QWEN3_VL_4B_INSTRUCT_WEIGHTS_PATH
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other_args = [
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"--attention-backend",
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"ascend",
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"--disable-cuda-graph",
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"--tp-size",
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2,
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"--is-embedding",
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]
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cls.process = popen_launch_server(
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cls.model,
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DEFAULT_URL_FOR_TEST,
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timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
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other_args=other_args,
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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 test_api_encode_01(self):
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# Test Scenario 1: Call /encode API with plain text parameter
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response = requests.post(
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f"{DEFAULT_URL_FOR_TEST}/encode",
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json={
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"rid": "2",
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"text": "what is the capital of France",
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"sampling_params": {
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"temperature": 0,
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"max_new_tokens": 200,
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"top_p": 1,
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},
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},
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)
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logger.info("Test 01 response keys: %s", response.json().keys())
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self.assertEqual(response.status_code, 200)
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self.assertEqual(response.json()["meta_info"]["id"], "2")
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def test_api_encode_02(self):
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# Test Scenario 2: Call /encode API with input_ids parameter
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response = requests.post(
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f"{DEFAULT_URL_FOR_TEST}/encode",
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json={
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"rid": "3",
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"input_ids": [101, 7592, 2088, 102],
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"sampling_params": {"temperature": 0, "max_new_tokens": 200},
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},
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)
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self.assertEqual(response.status_code, 200)
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self.assertEqual(response.json()["meta_info"]["id"], "3")
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def test_api_encode_03(self):
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# Test Scenario 3: Call /encode API with text and image parameters (multimodal capability verification)
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response = requests.post(
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f"{DEFAULT_URL_FOR_TEST}/encode",
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json={
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"rid": "4",
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"text": "show me the words",
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"image_data": "https://miaobi-lite.bj.bcebos.com/miaobi/5mao/b%27b2Ny6K%2BG5Yir5Luj56CBXzE3MzQ2MzcyNjAuMzgxNDk5NQ%3D%3D%27/0.png",
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"sampling_params": {"temperature": 0, "max_new_tokens": 200},
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},
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)
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logger.info("Test 03 response keys: %s", response.json().keys())
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self.assertEqual(response.status_code, 200)
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self.assertEqual(response.json()["meta_info"]["id"], "4")
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def test_api_encode_04(self):
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# Test Scenario 4: Call /encode API with list of rids (multiple requests) - text input
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request_rids = ["5", "6", "7"]
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response = requests.post(
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f"{DEFAULT_URL_FOR_TEST}/encode",
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json={
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"rid": request_rids,
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"text": [
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"what is the capital of UK",
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"what is the capital of Germany",
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"what is the capital of Japan",
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],
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"sampling_params": {
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"temperature": 0,
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"max_new_tokens": 200,
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"top_p": 1,
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},
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},
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)
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response_json = response.json()
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logger.info(
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"Test 04 response type: %s, first item meta_info: %s",
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type(response_json),
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response_json[0].get("meta_info", {}),
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)
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self.assertEqual(response.status_code, 200)
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self.assertEqual(len(response_json), len(request_rids))
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for idx, result in enumerate(response_json):
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self.assertEqual(result["meta_info"]["id"], request_rids[idx])
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if __name__ == "__main__":
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unittest.main()
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