import sys import pytest import ray import ray._common.usage.usage_lib as ray_usage_lib from ray import serve from ray._common.test_utils import TelemetryCallsite, check_library_usage_telemetry @pytest.fixture def reset_usage_lib(ray_shutdown): yield ray.shutdown() ray_usage_lib.reset_global_state() @pytest.mark.parametrize("callsite", list(TelemetryCallsite)) def test_not_used_on_import(reset_usage_lib, callsite: TelemetryCallsite): def _import_ray_serve(): from ray import serve # noqa: F401 check_library_usage_telemetry( _import_ray_serve, callsite=callsite, expected_library_usages=[set(), {"core"}] ) @pytest.mark.parametrize("callsite", list(TelemetryCallsite)) def test_used_on_serve_start(reset_usage_lib, callsite: TelemetryCallsite): def _call_serve_start(): serve.start() check_library_usage_telemetry( _call_serve_start, callsite=callsite, expected_library_usages=[{"serve"}, {"core", "serve"}], ) @pytest.mark.parametrize("callsite", list(TelemetryCallsite)) def test_used_on_serve_run(reset_usage_lib, callsite: TelemetryCallsite): @serve.deployment class D: def __call__(self): pass app = D.bind() def _call_serve_run(): serve.run(app) check_library_usage_telemetry( _call_serve_run, callsite=callsite, expected_library_usages=[{"serve"}, {"core", "serve"}], ) if __name__ == "__main__": sys.exit(pytest.main(["-v", "-s", __file__]))