Files
sglang/test/registered/vlm/test_video_utils.py
2026-03-09 19:23:49 +08:00

66 lines
1.7 KiB
Python

from dataclasses import dataclass
import pytest
from sglang.srt.utils import sample_video_frames
from sglang.test.ci.ci_register import register_cpu_ci
register_cpu_ci(est_time=5, suite="stage-a-cpu-only")
class DummyVideo:
def __init__(self, total_frames: int, avg_fps: float):
self._frames = total_frames
self._fps = avg_fps
def __len__(self):
return self._frames
@property
def avg_fps(self):
return self._fps
@dataclass(kw_only=True)
class Case:
frames: int
avg_fps: float
desired_fps: int
max_frames: int
expected_frames: list[int]
description: str
# fmt: off
@pytest.mark.parametrize("case", [
Case(
frames=100, avg_fps=25.0, desired_fps=5, max_frames=200,
expected_frames=[0, 5, 10, 15, 20, 26, 31, 36, 41, 46, 52, 57, 62, 67, 72, 78, 83, 88, 93, 99],
description="capped by desired_fps"
),
Case(
frames=10, avg_fps=10.0, desired_fps=100, max_frames=5,
expected_frames=[0, 2, 4, 6, 9],
description="capped by max_frames"
),
Case(
frames=50, avg_fps=25.0, desired_fps=50, max_frames=200,
expected_frames=list(range(50)),
description="capped by total_frames"
),
Case(
frames=1, avg_fps=30.0, desired_fps=0, max_frames=0,
expected_frames=[0],
description="always sample at least 1 frame"
)
], ids=lambda c: c.description)
def test_sample_video_frames_lengths(case: Case):
video = DummyVideo(case.frames, case.avg_fps)
result = sample_video_frames(video, desired_fps=case.desired_fps, max_frames=case.max_frames)
assert result == case.expected_frames
if __name__ == "__main__":
import sys
sys.exit(pytest.main([__file__]))