from types import SimpleNamespace from vllm_ascend.quantization.methods.base import get_moe_num_logical_experts def test_get_moe_num_logical_experts_uses_vllm_config_field(): layer = SimpleNamespace(moe_config=SimpleNamespace(num_logical_experts=128)) assert get_moe_num_logical_experts(layer, num_experts=130, global_redundant_expert_num=2) == 128 def test_get_moe_num_logical_experts_falls_back_for_older_configs(): layer = SimpleNamespace(moe_config=SimpleNamespace()) assert ( get_moe_num_logical_experts( layer, num_experts=133, global_redundant_expert_num=2, num_shared_experts=3, ) == 128 )