import sys import pytest import ray import ray._common.usage.usage_lib as ray_usage_lib from ray._common.test_utils import TelemetryCallsite, check_library_usage_telemetry @pytest.fixture def reset_usage_lib(): yield ray.shutdown() ray_usage_lib.reset_global_state() @pytest.mark.skip(reason="Usage currently marked on import.") @pytest.mark.parametrize("callsite", list(TelemetryCallsite)) def test_not_used_on_import(reset_usage_lib, callsite: TelemetryCallsite): def _import_rllib(): from ray import rllib # noqa: F401 check_library_usage_telemetry( _import_rllib, callsite=callsite, expected_library_usages=[set(), {"core"}] ) @pytest.mark.parametrize("callsite", list(TelemetryCallsite)) def test_used_on_import(reset_usage_lib, callsite: TelemetryCallsite): def _use_rllib(): # TODO(edoakes): this test currently fails if we don't call `ray.init()` # prior to the import. This is a bug. if callsite == TelemetryCallsite.DRIVER: ray.init() from ray import rllib # noqa: F401 check_library_usage_telemetry( _use_rllib, callsite=callsite, expected_library_usages=[{"rllib"}, {"core", "rllib"}], ) if __name__ == "__main__": sys.exit(pytest.main(["-v", "-s", __file__]))