# SPDX-License-Identifier: Apache-2.0 # SPDX-FileCopyrightText: Copyright contributors to the vLLM project import pytest from vllm_omni.diffusion.data import OmniDiffusionConfig from vllm_omni.diffusion.diffusion_kv.config import DiffusionKVCacheMode pytestmark = [pytest.mark.core_model, pytest.mark.cpu, pytest.mark.diffusion] @pytest.fixture(autouse=True) def _fixed_master_port(monkeypatch) -> None: monkeypatch.setattr(OmniDiffusionConfig, "_resolve_master_port", lambda _self: 29500) def test_dense_legacy_is_default() -> None: config = OmniDiffusionConfig.from_kwargs() assert config.diffusion_kv_mode is DiffusionKVCacheMode.DENSE_LEGACY def test_paged_worker_local_is_rejected_until_implemented() -> None: with pytest.raises(ValueError, match="reserved but not implemented"): OmniDiffusionConfig.from_kwargs(diffusion_kv_mode="paged_worker_local") def test_unknown_cache_mode_is_rejected() -> None: with pytest.raises(ValueError, match="Unsupported Diffusion KV diffusion_kv_mode"): OmniDiffusionConfig.from_kwargs(diffusion_kv_mode="unknown") def test_non_mapping_omni_kv_config_is_rejected() -> None: with pytest.raises(TypeError, match="omni_kv_config must be a mapping"): OmniDiffusionConfig.from_kwargs(omni_kv_config="paged_scheduler") def test_paged_scheduler_rejects_dense_legacy_kv_receive() -> None: with pytest.raises(ValueError, match="does not support imported AR KV"): OmniDiffusionConfig.from_kwargs( diffusion_kv_mode="paged_scheduler", omni_kv_config={"need_recv_cache": True}, ) def test_paged_scheduler_does_not_depend_on_model_registry() -> None: config = OmniDiffusionConfig.from_kwargs( model_class_name="FutureDiffusionModel", diffusion_kv_mode="paged_scheduler", ) assert config.diffusion_kv_mode is DiffusionKVCacheMode.PAGED_SCHEDULER