async def get_application(self):
deepaas.model.v1.register_models()
app = web.Application(debug=True)
v1app = v1.get_app()
app.add_subapp("/v1", v1app)
return app
async def get_application(self):
app = web.Application(debug=True)
app.add_routes(versions.routes)
app.add_subapp("/v1", v1.get_app())
app.add_subapp("/v2", v2.get_app())
versions.Versions.versions = {}
return app
async def get_application(self):
app = web.Application(debug=True)
app.add_routes(versions.routes)
app.add_subapp("/v1", v1.get_app())
app.add_subapp("/v2", v2.get_app())
versions.Versions.versions = {}
aiohttp_apispec.setup_aiohttp_apispec(app=app,
url="/swagger.json",
swagger_path="/ui")
return app
async def get_app(swagger=True,
doc="/ui",
prefix="",
enable_train=True,
enable_predict=True):
"""Get the main app."""
global APP
if APP:
return APP
APP = web.Application(debug=CONF.debug,
client_max_size=CONF.client_max_size)
APP.middlewares.append(web.normalize_path_middleware())
if CONF.enable_v1:
LOG.warning("Using V1 version of the API is not anymore supported "
"and marked as deprecated, please switch to V2 as soon "
"as possible.")
from deepaas.api import v1 # noqa
model.register_v1_models()
v1app = v1.get_app()
APP.add_subapp("/v1", v1app)
versions.register_version("deprecated", v1.get_version)
LOG.info("Serving loaded V1 models: %s", list(model.V1_MODELS.keys()))
model.register_v2_models(APP)
v2app = v2.get_app(enable_train=enable_train,
enable_predict=enable_predict)
APP.add_subapp("/v2", v2app)
versions.register_version("stable", v2.get_version)
APP.add_routes(versions.routes)
LOG.info("Serving loaded V2 models: %s", list(model.V2_MODELS.keys()))
if CONF.warm:
for _, m in model.V2_MODELS.items():
LOG.debug("Warming models...")
await m.warm()
if swagger:
# init docs with all parameters, usual for ApiSpec
aiohttp_apispec.setup_aiohttp_apispec(
app=APP,
title="DEEP as a Service API endpoint",
info={
"description": API_DESCRIPTION,
"license": {
"name": "Apache 2.0",
"url": "http://www.apache.org/licenses/LICENSE-2.0.html",
},
"contact": {
"email": "*****@*****.**"
},
},
externalDocs={
"description": "API documentation",
"url": "https://deepaas.readthedocs.org/",
},
version=deepaas.__version__,
url="/swagger.json",
swagger_path=doc if doc else None,
prefix=prefix,
in_place=True,
)
return APP