def __init__(self, model_path):
os.chdir(model_path)
self._app = web.Application()
config_path = os.path.join(model_path, "config.json")
log_path = self._set_up_log(model_path)
with open(log_path, 'a+') as file:
named_tuple = time.localtime()
time_string = time.strftime("%m/%d/%Y, %H:%M:%S", named_tuple)
file.write(f'--Starting Server--\n'\
f'{time_string}\n\n')
with open(config_path, 'r') as file:
config = json.loads(file.read())
self._app['nmt'] = Pangeanmt(model_path)
self._app['pipeline'] = Pipeline(config['pipeline_config'],\
config['src_lang'], config['tgt_lang'])
self._app['pipeline_tgt'] = Pipeline(config['pipeline_config_tgt'],\
config['tgt_lang'])
self._app['model_path'] = model_path
self._app['lock'] = asyncio.Lock()
self._app['sem'] = asyncio.Semaphore()
self._app['ol'] = config['online_learning']['active']
self._app['log_path'] = log_path
self._app.router.add_post('/save', save)
self._app.router.add_post('/train', train)
self._app.router.add_post('/isready', ready)
self._app.router.add_post('/translate', translate)
def __init__(self, in_file, ref_file):
with open('config.json', 'r') as file:
self._config = json.loads(file.read())
self._src_pipeline = Pipeline(self._config['pipeline_config'],\
self._config['src_lang'], self._config['tgt_lang'])
self._tgt_pipeline = Pipeline(self._config['pipeline_config_tgt'],\
self._config['tgt_lang'])
self._in_file = os.path.join('data', in_file)
self._ref_file = os.path.join('data', ref_file)
def __init__(self):
with open('config.json', 'r') as file:
self._config = json.loads(file.read())
self._src_pipeline = Pipeline(self._config['pipeline_config'],
self._config['src_lang'],
self._config['tgt_lang'])
self._tgt_pipeline = Pipeline(self._config['pipeline_config_tgt'],
self._config['tgt_lang'])
def __init__(self):
with open("config.json", "r") as file:
self._config = json.loads(file.read())
self._src_pipeline = Pipeline(
self._config["pipeline_config"],
self._config["src_lang"],
self._config["tgt_lang"],
)
self._tgt_pipeline = Pipeline(self._config["pipeline_config_tgt"],
self._config["tgt_lang"])