# SPDX-License-Identifier: Apache-2.0 # SPDX-FileCopyrightText: Copyright contributors to the vLLM project import numpy as np import numpy.typing as npt import pytest from vllm.multimodal.video import VIDEO_LOADER_REGISTRY, VideoLoader NUM_FRAMES = 10 FAKE_OUTPUT_1 = np.random.rand(NUM_FRAMES, 1280, 720, 3) FAKE_OUTPUT_2 = np.random.rand(NUM_FRAMES, 1280, 720, 3) @VIDEO_LOADER_REGISTRY.register("test_video_loader_1") class TestVideoLoader1(VideoLoader): @classmethod def load_bytes(cls, data: bytes, num_frames: int = -1) -> npt.NDArray: return FAKE_OUTPUT_1 @VIDEO_LOADER_REGISTRY.register("test_video_loader_2") class TestVideoLoader2(VideoLoader): @classmethod def load_bytes(cls, data: bytes, num_frames: int = -1) -> npt.NDArray: return FAKE_OUTPUT_2 def test_video_loader_registry(): custom_loader_1 = VIDEO_LOADER_REGISTRY.load("test_video_loader_1") output_1 = custom_loader_1.load_bytes(b"test") np.testing.assert_array_equal(output_1, FAKE_OUTPUT_1) custom_loader_2 = VIDEO_LOADER_REGISTRY.load("test_video_loader_2") output_2 = custom_loader_2.load_bytes(b"test") np.testing.assert_array_equal(output_2, FAKE_OUTPUT_2) def test_video_loader_type_doesnt_exist(): with pytest.raises(AssertionError): VIDEO_LOADER_REGISTRY.load("non_existing_video_loader")