from multiprocessing import Process import requests import unittest from conf.testing import czifile from model_server.model import DummyImageToImageModel class TestApiFromAutomatedClient(unittest.TestCase): def setUp(self) -> None: import uvicorn host = '127.0.0.1' port = 5000 self.server_process = Process( target=uvicorn.run, args=('api:app', ), kwargs={'host': host, 'port': port, 'log_level': 'info'}, daemon=True ) self.uri = f'http://{host}:{port}/' self.server_process.start() @staticmethod def copy_input_file_to_server(): import pathlib from shutil import copyfile from conf.server import paths outpath = pathlib.Path(paths['images']['inbound'] / czifile['filename']) copyfile( czifile['path'], outpath ) def tearDown(self) -> None: self.server_process.terminate() def test_trivial_api_response(self): resp = requests.get(self.uri, ) self.assertEqual(resp.status_code, 200) def test_list_empty_loaded_models(self): resp = requests.get(self.uri + 'models') self.assertEqual(resp.status_code, 200) self.assertEqual(resp.content, b'{}') def test_load_model(self): model_id = DummyImageToImageModel.model_id resp_load = requests.get(self.uri + f'models/{model_id}/load') self.assertEqual(resp_load.status_code, 200) resp_list = requests.get(self.uri + 'models') self.assertEqual(resp_list.status_code, 200) self.assertEqual(resp_list.content, b'{"dummy_make_white_square":"DummyImageToImageModel"}') def test_i2i_inference_errors_model_not_found(self): model_id = 'not_a_real_model' resp = requests.put( self.uri + f'i2i/infer/{model_id}', params={'input_filename': 'not_a_real_file.name'} ) print(resp.content) self.assertEqual(resp.status_code, 409) def test_i2i_dummy_inference_by_api(self): model = DummyImageToImageModel() resp_load = requests.get(self.uri + f'models/{model.model_id}/load') self.assertEqual(resp_load.status_code, 200, f'Error loading {model.model_id}') self.copy_input_file_to_server() resp_infer = requests.put( self.uri + f'i2i/infer/{model.model_id}', params={'input_filename': czifile['filename']}, ) self.assertEqual(resp_infer.status_code, 200, f'Error inferring from {model.model_id}')