Files
FastDeploy/tests/input/test_tokenizer_client.py
yangjianfengo1 af715db763 [Scheduler] Support chunk prefill for video input (#5107)
* add video chunk prefill

* add vit_merge=True for test_tokenizer_client.py

---------

Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com>
2025-11-20 16:29:13 +08:00

86 lines
2.7 KiB
Python

import httpx
import pytest
import respx
from fastdeploy.input.tokenzier_client import (
AsyncTokenizerClient,
ImageEncodeRequest,
VideoEncodeRequest,
)
@pytest.mark.asyncio
@respx.mock
async def test_encode_image_success():
base_url = "http://testserver"
client = AsyncTokenizerClient(base_url=base_url)
# Mock 创建任务接口
respx.post(f"{base_url}/image/encode").mock(
return_value=httpx.Response(200, json={"code": 0, "task_tag": "task123"})
)
# Mock 轮询接口,返回完成状态
mock_get_ret = {
"state": "Finished",
"result": {"feature_url": "bos://host:port/key", "feature_shape": [80, 45, 1563]},
}
respx.get(f"{base_url}/encode/get").mock(return_value=httpx.Response(200, json=mock_get_ret))
request = ImageEncodeRequest(
version="v1", req_id="req_img_001", is_gen=False, resolution=512, image_url="http://example.com/image.jpg"
)
result = await client.encode_image(request)
assert result["feature_url"] == "bos://host:port/key"
assert result["feature_shape"] == [80, 45, 1563]
@pytest.mark.asyncio
@respx.mock
async def test_encode_video_failure():
base_url = "http://testserver"
client = AsyncTokenizerClient(base_url=base_url, max_wait=1)
respx.post(f"{base_url}/video/encode").mock(
return_value=httpx.Response(200, json={"code": 0, "task_tag": "task_vid_001"})
)
# 模拟轮询接口失败状态
respx.get(f"{base_url}/encode/get").mock(
return_value=httpx.Response(200, json={"state": "Error", "message": "Encode failed"})
)
request = VideoEncodeRequest(
version="v1",
req_id="req_vid_001",
is_gen=True,
resolution=720,
video_url="http://example.com/video.mp4",
start_ts=0.0,
end_ts=10.0,
frames=30,
vit_merge=True,
)
with pytest.raises(RuntimeError, match="Encode failed"):
await client.encode_video(request)
@pytest.mark.asyncio
@respx.mock
async def test_encode_timeout():
base_url = "http://testserver"
client = AsyncTokenizerClient(base_url=base_url, max_wait=1, poll_interval=0.1)
respx.post(f"{base_url}/image/encode").mock(
return_value=httpx.Response(200, json={"code": 0, "task_tag": "task_timeout"})
)
# 模拟轮询接口一直返回等待状态,导致超时
respx.get(f"{base_url}/encode/get").mock(return_value=httpx.Response(200, json={"status": "processing"}))
request = ImageEncodeRequest(
version="v1", req_id="req_img_timeout", is_gen=False, resolution=256, image_url="http://example.com/image.jpg"
)
with pytest.raises(TimeoutError):
await client.encode_image(request)