"""Tests for GPU selection utilities.""" import os import pytest from mjlab.utils.gpu import select_gpus @pytest.fixture(autouse=True) def clean_cuda_env(): """Clean CUDA_VISIBLE_DEVICES before each test.""" original = os.environ.get("CUDA_VISIBLE_DEVICES") yield # Restore original value after test. if original is None: os.environ.pop("CUDA_VISIBLE_DEVICES", None) else: os.environ["CUDA_VISIBLE_DEVICES"] = original def test_select_gpus_with_visible_devices_set(): """Respects CUDA_VISIBLE_DEVICES when selecting GPUs.""" os.environ["CUDA_VISIBLE_DEVICES"] = "0,1,2,3" # Select first two GPUs (indices 0, 1 -> physical GPUs 0, 1). selected, num = select_gpus([0, 1]) assert selected == [0, 1] assert num == 2 def test_select_gpus_with_non_contiguous_devices(): """Handles non-contiguous CUDA_VISIBLE_DEVICES correctly.""" os.environ["CUDA_VISIBLE_DEVICES"] = "1,3,5" # Index 0 -> physical GPU 1. selected, num = select_gpus([0]) assert selected == [1] assert num == 1 # Index 1 -> physical GPU 3. selected, num = select_gpus([1]) assert selected == [3] assert num == 1 # Indices 0, 2 -> physical GPUs 1, 5. selected, num = select_gpus([0, 2]) assert selected == [1, 5] assert num == 2 def test_select_gpus_all_option(): """Selects all GPUs when 'all' is specified.""" os.environ["CUDA_VISIBLE_DEVICES"] = "2,4,6" selected, num = select_gpus("all") assert selected == [2, 4, 6] assert num == 3 def test_select_gpus_single_gpu(): """Correctly selects a single GPU.""" os.environ["CUDA_VISIBLE_DEVICES"] = "0,1" selected, num = select_gpus([0]) assert selected == [0] assert num == 1 def test_select_gpus_with_spaces(): """Handles CUDA_VISIBLE_DEVICES with spaces correctly.""" os.environ["CUDA_VISIBLE_DEVICES"] = " 0 , 1 , 2 " selected, num = select_gpus([1, 2]) assert selected == [1, 2] assert num == 2 def test_select_gpus_empty_segments(): """Handles empty segments in CUDA_VISIBLE_DEVICES.""" # This can happen with malformed environment variables. os.environ["CUDA_VISIBLE_DEVICES"] = "0,,2" selected, num = select_gpus([0, 1]) assert selected == [0, 2] assert num == 2 def test_select_gpus_respects_user_order(): """Preserves the order specified by the user.""" os.environ["CUDA_VISIBLE_DEVICES"] = "0,1,2,3" # User requests in reverse order. selected, num = select_gpus([3, 2, 1, 0]) assert selected == [3, 2, 1, 0] assert num == 4 def test_select_gpus_cpu_mode_explicit(): """Selects CPU mode when None is specified.""" os.environ["CUDA_VISIBLE_DEVICES"] = "0,1" selected, num = select_gpus(None) assert selected is None assert num == 0 def test_select_gpus_cpu_mode_empty_cuda_visible_devices(): """Selects CPU mode when CUDA_VISIBLE_DEVICES is empty.""" os.environ["CUDA_VISIBLE_DEVICES"] = "" # Should return CPU mode (None, 0) since no GPUs are visible. selected, num = select_gpus([0]) assert selected is None assert num == 0