""" A test script to test the gRPC service """ import unittest import subprocess import time import backend_pb2 import backend_pb2_grpc import grpc class TestBackendServicer(unittest.TestCase): """ TestBackendServicer is the class that tests the gRPC service """ def setUp(self): """ This method sets up the gRPC service by starting the server """ self.service = subprocess.Popen(["python3", "backend_diffusers.py", "--addr", "localhost:50051"]) def tearDown(self) -> None: """ This method tears down the gRPC service by terminating the server """ self.service.kill() self.service.wait() def test_server_startup(self): """ This method tests if the server starts up successfully """ time.sleep(10) try: self.setUp() with grpc.insecure_channel("localhost:50051") as channel: stub = backend_pb2_grpc.BackendStub(channel) response = stub.Health(backend_pb2.HealthMessage()) self.assertEqual(response.message, b'OK') except Exception as err: print(err) self.fail("Server failed to start") finally: self.tearDown() def test_load_model(self): """ This method tests if the model is loaded successfully """ time.sleep(10) try: self.setUp() with grpc.insecure_channel("localhost:50051") as channel: stub = backend_pb2_grpc.BackendStub(channel) response = stub.LoadModel(backend_pb2.ModelOptions(Model="runwayml/stable-diffusion-v1-5")) self.assertTrue(response.success) self.assertEqual(response.message, "Model loaded successfully") except Exception as err: print(err) self.fail("LoadModel service failed") finally: self.tearDown() def test(self): """ This method tests if the backend can generate images """ time.sleep(10) try: self.setUp() with grpc.insecure_channel("localhost:50051") as channel: stub = backend_pb2_grpc.BackendStub(channel) response = stub.LoadModel(backend_pb2.ModelOptions(Model="runwayml/stable-diffusion-v1-5")) print(response.message) self.assertTrue(response.success) image_req = backend_pb2.GenerateImageRequest(positive_prompt="cat", width=16,height=16, dst="test.jpg") re = stub.GenerateImage(image_req) self.assertTrue(re.success) except Exception as err: print(err) self.fail("Image gen service failed") finally: self.tearDown()