def predict_router(manager):
request_types = [
servable.model.request_format() for servable in manager.servables
]
request_format = request_types[0] if len(set(request_types)) == 1 else Dict
async def predict_using_newest_version(input: request_format,
model_name: str = None,
version: str = None):
result = manager.predict(model_name=model_name,
version=version,
input=input)
return result
# set up main model_name route to newest servable
response_types = [
servable.model.response_format() for servable in manager.servables
]
response_format = response_types[0] if len(
set(response_types)) == 1 else Dict
router = APIRouter()
router.post(
'/predict',
response_model=response_format,
responses=model_not_found_response())(predict_using_newest_version)
return router
def to_fastapi_router(self):
"""
Creates an instance of FastAPI router. Must be called after route definitions
:return: APIRouter instance
"""
router = APIRouter()
# POST methods
for path, route_info in self._routes.post_map.items():
resp_model = self.get_response_model(path, "post")
req_model = route_info.request_model
# if route is not customized, fall back to default POST
if route_info.handler == dummy_route:
route_info = self._routes.default_post
route_name = route_info.name
if route_info.name_factory:
route_name = route_info.name_factory(path)
handler = copy_function(route_info.handler)
add_annotation_to_first_argument(handler,
req_model) # noqa type: ignore
router.post(
path,
name=route_name,
summary=route_name,
description=route_info.description,
response_description=route_info.response_description,
response_model=resp_model,
tags=route_info.tags,
)(handler)
return router
def get_router(self) -> APIRouter:
router = APIRouter()
router.get('/{model_id}')(self.read_endpoint)
router.get('/')(self.index_endpoint)
router.post('/')(self.create_endpoint)
router.put('/')(self.update_endpoint)
router.delete('/')(self.delete_endpoint)
return router
def mount(name: str, router: APIRouter, klass_py, klass_orm, ignored=set()):
"""
mount mounts common CRUD patterns onto the router
:param klass_py: Pydantic Model
:param klass_orm: sqlalchemy Model
:param ignored: set of names to ignore, only from
create, read, update, delete, list
"""
def create(model_py: klass_py, sess: Session = Depends(create_session)):
model_orm = klass_orm(
**model_py.dict(exclude_none=True, exclude_unset=True))
sess.add(model_orm)
sess.flush([model_orm])
return klass_py.from_orm(model_orm)
def get(idx: int, sess: Session = Depends(create_session)):
model_orm = sess.query(klass_orm).filter(klass_orm.id == idx).one()
return klass_py.from_orm(model_orm)
def update(model_py: klass_py, sess: Session = Depends(create_session)):
if model_py.id is None:
raise HTTPException(400, f"{name} id is not given")
model_orm: klass_orm = sess.query(klass_orm).filter(
klass_orm.id == model_py.id).one()
for f, v in model_py.dict(exclude_none=True,
exclude_unset=True).items():
if type(v) is dict:
# nested models are usually mapped to foreign key objects
continue
setattr(model_orm, f, v)
sess.add(model_orm)
return
def delete(idx: int, sess: Session = Depends(create_session)):
model_orm = sess.query(klass_orm).filter(klass_orm.id == idx).one()
sess.delete(model_orm)
return klass_py.from_orm(model_orm)
def list_all(sess: Session = Depends(create_session)):
return [klass_py.from_orm(u) for u in sess.query(klass_orm).all()]
if 'create' not in ignored:
router.put('/',
response_model=klass_py,
status_code=status.HTTP_201_CREATED)(create)
if 'read' not in ignored:
router.get('/', response_model=klass_py)(get)
if 'update' not in ignored:
router.post('/')(update)
if 'delete' not in ignored:
router.delete('/',
response_model=klass_py,
status_code=status.HTTP_202_ACCEPTED)(delete)
if 'list' not in ignored:
router.get('/list', response_model=List[klass_py])(list_all)
def register_view(self,
view,
prefix=None,
methods: Union[List[str],
Set[str]] = ('GET', 'Retrieve', 'POST',
'PUT', 'DELETE'),
tags=None,
depends=None):
"""
如果不使用自定义的，则需要methods为None
:param view:
:param prefix:
:param methods:
:param tags:
:return:
"""
router = APIRouter()
if not prefix:
prefix = "/" + view.__class__.__name__
if not tags:
tags = [prefix[1:]]
if not methods:
methods = view.methods
if methods.count('GET'):
# print("注意，可能需要设置返回model")
# get_res_model = get_res_schema(view.schema)
router.get(
prefix,
tags=tags,
)(view.list)
if methods.count('Retrieve'):
router.get(
prefix + "/{id}",
tags=tags,
)(view.retrieve)
if methods.count('POST'):
router.post(
prefix,
tags=tags,
)(view.create)
if methods.count('PUT'):
router.put(
prefix,
tags=tags,
)(view.update)
if methods.count('DELETE'):
router.delete(prefix + "/{id}", tags=tags)(view.delete)
self.__router.include_router(router, prefix='/admin')
def model_predict_router(manager: ModelManager,
model_name: str) -> Tuple[List[str], APIRouter]:
servables = [
servable for servable in manager.servables
if servable.meta_data.model_name == model_name
]
newest_servable = Servable.newest_servable(servables)
# set router
router = APIRouter()
async def predict_using_newest_version(
input: newest_servable.model.request_format()):
logging.debug('Prediction; model: {}, version: {}'.format(
model_name, newest_servable.aspired_model))
result = manager.predict(model_name=model_name, input=input)
return result
# set up main model_name route to newest servable
router.post(
'/predict/{}'.format(model_name),
response_model=newest_servable.model.response_format(),
responses=model_not_found_response())(predict_using_newest_version)
for servable in servables:
version = str(servable.aspired_model.aspired_version)
async def predict_with_specific_version(
input: servable.model.request_format()):
logging.debug('Prediction; model: {}, version: {}'.format(
model_name, servable.meta_data.version))
result = manager.predict(model_name=model_name,
version=version,
input=input)
return result
router.post('/predict/{}/{}'.format(model_name, version),
response_model=LabelScoreResponse,
responses=model_not_found_response())(
predict_with_specific_version)
return [model_name], router
def register(router: APIRouter) -> None:
router.post("/signup")(adapt_route(make_sign_up_controller()))
router = APIRouter()
user_view = UserView()
router.get(
"/",
name="list",
summary="List users",
response_model=List[UserEntity],
)(user_view.list)
router.get(
"/{user_id}",
name="get",
summary="Get user by id",
response_model=UserEntity,
)(user_view.get)
router.post(
"/",
name="create",
summary="Create user",
response_model=UserEntity,
)(user_view.create)
router.delete(
"/{user_id}",
name="delete",
summary="Delete user",
response_model=UserEntity,
)(user_view.delete)
from fastapi import APIRouter, Query, Depends
from sqlalchemy import select, func, insert
from fastapi_admin import User, AdminDatabase
from fastapi_admin.auth.depends import create_current_active_user
from fastapi_admin.publicDepends.paging_query import paging_query_depend
from .schemas import TransactionType, OrderStatusEnum, OrderPostSchema, OrderPostRes
router = APIRouter()
from .models import Order
from fastapi_admin.views.methods_get import model_get_list_func
from fastapi_admin.views.methods_post import model_post_func
order_get_list, schema = model_get_list_func(Order, )
order_post, order_post_schema = model_post_func(Order)
router.post('/order', name="创建订单", deprecated=True, response_model=order_post_schema)(order_post)
@router.post('/v2/order', name='创建订单', deprecated=True, response_model=OrderPostRes)
async def order_post(order_info: OrderPostSchema, current_user: User = Depends(create_current_active_user(True))):
print(order_info)
res = dict(order_info)
query = insert(Order).values(res)
res['id'] = await AdminDatabase().database.execute(query)
return res
@router.get('/order', name="订单列表过滤功能测试")
async def order_list(platform: str = Query(None, description="平台订单号"),
tenant: str = Query(None, description="商户订单号"),
official: str = Query(None, description="官方订单号"),
message["results"] = [
upgrade_Result(result)
for result in return_value.pop("results")
]
return_value = {
"message": message,
**return_value,
}
if reasoner:
return return_value
return {"return value": return_value}
ROUTER.post(
"/knowledge_graph_one_hop",
response_model=Dict,
deprecated=True,
)(knowledge_graph_one_hop)
ROUTER.post(
"/query",
response_model=Dict,
tags=["reasoner"],
)(knowledge_graph_one_hop)
@ROUTER.get(
"/bins",
response_model=Dict,
)
def handle_bins(
year: str = None,
from fastapi import APIRouter
from . import log_device_data, query_device_data, register_device
from typing import Dict, List
router = APIRouter()
router.post("/log_device_data")(log_device_data.fun)
router.get("/query_device_data/{device_id}",
response_model=Dict[str, List[query_device_data.ChannelData]])(
query_device_data.fun)
router.post("/register_device")(register_device.fun)
#!-*-coding:utf-8-*-
from fastapi import APIRouter, status
from src.rest.layer.views import LayerView
from src.rest.layer.schemas import list_layers
from fastapi.responses import StreamingResponse
router = APIRouter()
lv = LayerView()
router.post(
'/upload', name='upload_layer', status_code=status.HTTP_204_NO_CONTENT
)(lv.post)
router.get(
'/{layer_id}/mvt/{z}/{x}/{y}.{fmt}',
name='get_mvt_layer',
response_class=StreamingResponse,
responses={
200: {
"content": {
"application/vnd.mapbox-vector-tile": {
"example": "bytes"
}
},
"description": "Retorna um tile .pbf.",
}
}
)(lv.get_mvt)
{{ cookiecutter.aggregate_name_snake }}_router = APIRouter()
auth_router = APIRouter()
@app.on_event("startup")
async def on_startup():
bootstrap.register_handlers()
await session.async_db.connect()
@app.on_event("shutdown")
async def shutdown():
await session.async_db.disconnect()
@{{ cookiecutter.aggregate_name_snake }}_router.post('', response_model={{ cookiecutter.aggregate_name_camel }}Resp, status_code=status.HTTP_201_CREATED)
async def create_{{ cookiecutter.aggregate_name_snake }}(cmd: Create{{ cookiecutter.aggregate_name_camel }},
db: Session = Depends(get_db),
_: models.UserDB = Depends(users.users.current_user())):
aggreg = await service.create_aggreg(db, cmd)
return {{ cookiecutter.aggregate_name_camel }}Resp(data=aggreg)
@auth_router.post('/refresh')
async def refresh_jwt(response: Response, user=Depends(users.users.current_user())):
return await user.jwt_authentication.get_login_response(user, response)
auth_router.include_router(users.auth_router)
auth_router.include_router(users.register_router)
auth_router.include_router(users.reset_password_router)
auth_router.include_router(users.verify_router)
def build_app(
tree,
authentication=None,
server_settings=None,
query_registry=None,
serialization_registry=None,
compression_registry=None,
):
"""
Serve a Tree
Parameters
----------
tree : Tree
authentication: dict, optional
Dict of authentication configuration.
authenticators: list, optional
List of authenticator classes (one per support identity provider)
server_settings: dict, optional
Dict of other server configuration.
"""
authentication = authentication or {}
authenticators = {
spec["provider"]: spec["authenticator"]
for spec in authentication.get("providers", [])
}
server_settings = server_settings or {}
query_registry = query_registry or get_query_registry()
compression_registry = compression_registry or default_compression_registry
app = FastAPI()
if SHARE_TILED_PATH:
# If the distribution includes static assets, serve UI routes.
@app.get("/ui/{path:path}")
async def ui(path):
response = await lookup_file(path)
return response
async def lookup_file(path, try_app=True):
if not path:
path = "index.html"
full_path = Path(SHARE_TILED_PATH, "ui", path)
try:
stat_result = await anyio.to_thread.run_sync(
os.stat, full_path)
except PermissionError:
raise HTTPException(status_code=401)
except FileNotFoundError:
# This may be a URL that has meaning to the client-side application,
# such as /ui/node/metadata/a/b/c.
# Serve index.html and let the client-side application sort it out.
if try_app:
response = await lookup_file("index.html", try_app=False)
return response
raise HTTPException(status_code=404)
except OSError:
raise
return FileResponse(
full_path,
stat_result=stat_result,
method="GET",
status_code=200,
)
app.mount(
"/static",
StaticFiles(directory=Path(SHARE_TILED_PATH, "static")),
name="ui",
)
templates = Jinja2Templates(Path(SHARE_TILED_PATH, "templates"))
@app.get("/", response_class=HTMLResponse)
async def index(
request: Request,
# This dependency is here because it runs the code that moves
# API key from the query parameter to a cookie (if it is valid).
principal=Security(get_current_principal, scopes=[]),
):
if request.headers.get("user-agent",
"").startswith("python-tiled"):
# This results in an error message like
# ClientError: 400: To connect from a Python client, use
# http://localhost:8000/api not http://localhost:8000/?root_path=true
raise HTTPException(
status_code=400,
detail=
f"To connect from a Python client, use {get_base_url(request)} not",
)
return templates.TemplateResponse(
"index.html",
{
"request": request,
# This is used to fill in the Python code sample with the API URL.
"api_url": get_base_url(request),
# This is used to construct the link to the React UI.
"root_url": get_root_url(request),
# If defined, this adds a Binder link to the page.
"binder_link": os.getenv("TILED_BINDER_LINK"),
},
)
app.state.allow_origins = []
app.include_router(router, prefix="/api")
# The Tree and Authenticator have the opportunity to add custom routes to
# the server here. (Just for example, a Tree of BlueskyRuns uses this
# hook to add a /documents route.) This has to be done before dependency_overrides
# are processed, so we cannot just inject this configuration via Depends.
for custom_router in getattr(tree, "include_routers", []):
app.include_router(custom_router, prefix="/api")
if authentication.get("providers", []):
# Delay this imports to avoid delaying startup with the SQL and cryptography
# imports if they are not needed.
from .authentication import (
base_authentication_router,
build_auth_code_route,
build_handle_credentials_route,
oauth2_scheme,
)
# For the OpenAPI schema, inject a OAuth2PasswordBearer URL.
first_provider = authentication["providers"][0]["provider"]
oauth2_scheme.model.flows.password.tokenUrl = (
f"/api/auth/provider/{first_provider}/token")
# Authenticators provide Router(s) for their particular flow.
# Collect them in the authentication_router.
authentication_router = APIRouter()
# This adds the universal routes like /session/refresh and /session/revoke.
# Below we will add routes specific to our authentication providers.
authentication_router.include_router(base_authentication_router)
for spec in authentication["providers"]:
provider = spec["provider"]
authenticator = spec["authenticator"]
mode = authenticator.mode
if mode == Mode.password:
authentication_router.post(f"/provider/{provider}/token")(
build_handle_credentials_route(authenticator, provider))
elif mode == Mode.external:
authentication_router.get(f"/provider/{provider}/code")(
build_auth_code_route(authenticator, provider))
authentication_router.post(f"/provider/{provider}/code")(
build_auth_code_route(authenticator, provider))
else:
raise ValueError(f"unknown authentication mode {mode}")
for custom_router in getattr(authenticator, "include_routers", []):
authentication_router.include_router(
custom_router, prefix=f"/provider/{provider}")
# And add this authentication_router itself to the app.
app.include_router(authentication_router, prefix="/api/auth")
@lru_cache(1)
def override_get_authenticators():
return authenticators
@lru_cache(1)
def override_get_root_tree():
return tree
@lru_cache(1)
def override_get_settings():
settings = get_settings()
for item in [
"allow_anonymous_access",
"secret_keys",
"single_user_api_key",
"access_token_max_age",
"refresh_token_max_age",
"session_max_age",
]:
if authentication.get(item) is not None:
setattr(settings, item, authentication[item])
for item in ["allow_origins", "response_bytesize_limit"]:
if server_settings.get(item) is not None:
setattr(settings, item, server_settings[item])
database = server_settings.get("database", {})
if database.get("uri"):
settings.database_uri = database["uri"]
if database.get("pool_size"):
settings.database_pool_size = database["pool_size"]
if database.get("pool_pre_ping"):
settings.database_pool_pre_ping = database["pool_pre_ping"]
object_cache_available_bytes = server_settings.get(
"object_cache", {}).get("available_bytes")
if object_cache_available_bytes is not None:
setattr(settings, "object_cache_available_bytes",
object_cache_available_bytes)
if authentication.get("providers"):
# If we support authentication providers, we need a database, so if one is
# not set, use a SQLite database in the current working directory.
settings.database_uri = settings.database_uri or "sqlite:///./tiled.sqlite"
return settings
@app.on_event("startup")
async def startup_event():
# Validate the single-user API key.
settings = app.dependency_overrides[get_settings]()
single_user_api_key = settings.single_user_api_key
if single_user_api_key is not None:
if not single_user_api_key.isalnum():
raise ValueError("""
The API key must only contain alphanumeric characters. We enforce this because
pasting other characters into a URL, as in ?api_key=..., can result in
confusing behavior due to ambiguous encodings.
The API key can be as long as you like. Here are two ways to generate a valid
one:
# With openssl:
openssl rand -hex 32
# With Python:
python -c "import secrets; print(secrets.token_hex(32))"
""")
# Stash these to cancel this on shutdown.
app.state.tasks = []
# Trees and Authenticators can run tasks in the background.
background_tasks = []
background_tasks.extend(getattr(tree, "background_tasks", []))
for authenticator in authenticators:
background_tasks.extend(
getattr(authenticator, "background_tasks", []))
for task in background_tasks or []:
asyncio_task = asyncio.create_task(task())
app.state.tasks.append(asyncio_task)
# The /search route is defined at server startup so that the user has the
# opporunity to register custom query types before startup.
app.include_router(declare_search_router(query_registry),
prefix="/api")
app.state.allow_origins.extend(settings.allow_origins)
app.add_middleware(
CORSMiddleware,
allow_origins=app.state.allow_origins,
allow_credentials=True,
allow_methods=["*"],
allow_headers=["*"],
)
object_cache_logger.setLevel(settings.object_cache_log_level.upper())
object_cache_available_bytes = settings.object_cache_available_bytes
import psutil
TOTAL_PHYSICAL_MEMORY = psutil.virtual_memory().total
if object_cache_available_bytes < 0:
raise ValueError(
"Negative object cache size is not interpretable.")
if object_cache_available_bytes == 0:
cache = NO_CACHE
object_cache_logger.info("disabled")
else:
if 0 < object_cache_available_bytes < 1:
# Interpret this as a fraction of system memory.
object_cache_available_bytes = int(
TOTAL_PHYSICAL_MEMORY * object_cache_available_bytes)
else:
object_cache_available_bytes = int(
object_cache_available_bytes)
cache = ObjectCache(object_cache_available_bytes)
percentage = round(object_cache_available_bytes /
TOTAL_PHYSICAL_MEMORY * 100)
object_cache_logger.info(
f"Will use up to {object_cache_available_bytes:_} bytes ({percentage:d}% of total physical RAM)"
)
set_object_cache(cache)
# Expose the root_tree here to make it easier to access it from tests,
# in usages like:
# client.context.app.state.root_tree
app.state.root_tree = app.dependency_overrides[get_root_tree]()
if settings.database_uri is not None:
from sqlalchemy import create_engine
from sqlalchemy.orm import sessionmaker
from ..database import orm
from ..database.core import (
REQUIRED_REVISION,
DatabaseUpgradeNeeded,
UninitializedDatabase,
check_database,
initialize_database,
make_admin_by_identity,
)
connect_args = {}
if settings.database_uri.startswith("sqlite"):
connect_args.update({"check_same_thread": False})
engine = create_engine(settings.database_uri,
connect_args=connect_args)
redacted_url = engine.url._replace(password="******")
try:
check_database(engine)
except UninitializedDatabase:
# Create tables and stamp (alembic) revision.
logger.info(
f"Database {redacted_url} is new. Creating tables and marking revision {REQUIRED_REVISION}."
)
initialize_database(engine)
logger.info("Database initialized.")
except DatabaseUpgradeNeeded as err:
print(
f"""
The database used by Tiled to store authentication-related information
was created using an older version of Tiled. It needs to be upgraded to
work with this version of Tiled.
Back up the database, and then run:
tiled admin upgrade-database {redacted_url}
""",
file=sys.stderr,
)
raise err from None
else:
logger.info(
f"Connected to existing database at {redacted_url}.")
SessionLocal = sessionmaker(autocommit=False,
autoflush=False,
bind=engine)
db = SessionLocal()
for admin in authentication.get("tiled_admins", []):
logger.info(
f"Ensuring that principal with identity {admin} has role 'admin'"
)
make_admin_by_identity(
db,
identity_provider=admin["provider"],
id=admin["id"],
)
async def purge_expired_sessions_and_api_keys():
logger.info(
"Purging expired Sessions and API keys from the database.")
while True:
await asyncio.get_running_loop().run_in_executor(
None, purge_expired(engine, orm.Session))
await asyncio.get_running_loop().run_in_executor(
None, purge_expired(engine, orm.APIKey))
await asyncio.sleep(600)
app.state.tasks.append(
asyncio.create_task(purge_expired_sessions_and_api_keys()))
@app.on_event("shutdown")
async def shutdown_event():
for task in app.state.tasks:
task.cancel()
app.add_middleware(
CompressionMiddleware,
compression_registry=compression_registry,
minimum_size=1000,
)
@app.middleware("http")
async def capture_metrics(request: Request, call_next):
"""
Place metrics in Server-Timing header, in accordance with HTTP spec.
"""
# https://developer.mozilla.org/en-US/docs/Web/HTTP/Headers/Server-Timing
# https://w3c.github.io/server-timing/#the-server-timing-header-field
# This information seems safe to share because the user can easily
# estimate it based on request/response time, but if we add more detailed
# information here we should keep in mind security concerns and perhaps
# only include this for certain users.
# Initialize a dict that routes and dependencies can stash metrics in.
metrics = collections.defaultdict(
lambda: collections.defaultdict(lambda: 0))
request.state.metrics = metrics
# Record the overall application time.
with record_timing(metrics, "app"):
response = await call_next(request)
# Server-Timing specifies times should be in milliseconds.
# Prometheus specifies times should be in seconds.
# Therefore, we store as seconds and convert to ms for Server-Timing here.
# That is what the factor of 1000 below is doing.
response.headers["Server-Timing"] = ", ".join(
f"{key};" + ";".join((f"{metric}={value * 1000:.1f}" if metric ==
"dur" else f"{metric}={value:.1f}")
for metric, value in metrics_.items())
for key, metrics_ in metrics.items())
response.__class__ = PatchedStreamingResponse # tolerate memoryview
return response
@app.middleware("http")
async def double_submit_cookie_csrf_protection(request: Request,
call_next):
# https://cheatsheetseries.owasp.org/cheatsheets/Cross-Site_Request_Forgery_Prevention_Cheat_Sheet.html#double-submit-cookie
csrf_cookie = request.cookies.get(CSRF_COOKIE_NAME)
if (request.method not in SAFE_METHODS) and set(
request.cookies).intersection(SENSITIVE_COOKIES):
if not csrf_cookie:
return Response(status_code=403,
content="Expected tiled_csrf_token cookie")
# Get the token from the Header or (if not there) the query parameter.
csrf_token = request.headers.get(CSRF_HEADER_NAME)
if csrf_token is None:
parsed_query = urllib.parse.parse_qs(request.url.query)
csrf_token = parsed_query.get(CSRF_QUERY_PARAMETER)
if not csrf_token:
return Response(
status_code=403,
content=
f"Expected {CSRF_QUERY_PARAMETER} query parameter or {CSRF_HEADER_NAME} header",
)
# Securely compare the token with the cookie.
if not secrets.compare_digest(csrf_token, csrf_cookie):
return Response(
status_code=403,
content="Double-submit CSRF tokens do not match")
response = await call_next(request)
response.__class__ = PatchedStreamingResponse # tolerate memoryview
if not csrf_cookie:
response.set_cookie(
key=CSRF_COOKIE_NAME,
value=secrets.token_urlsafe(32),
httponly=True,
samesite="lax",
)
return response
@app.middleware("http")
async def set_cookies(request: Request, call_next):
"This enables dependencies to inject cookies that they want to be set."
# Create some Request state, to be (possibly) populated by dependencies.
request.state.cookies_to_set = []
response = await call_next(request)
response.__class__ = PatchedStreamingResponse # tolerate memoryview
for params in request.state.cookies_to_set:
params.setdefault("httponly", True)
params.setdefault("samesite", "lax")
response.set_cookie(**params)
return response
app.openapi = partial(custom_openapi, app)
app.dependency_overrides[get_authenticators] = override_get_authenticators
app.dependency_overrides[get_root_tree] = override_get_root_tree
app.dependency_overrides[get_settings] = override_get_settings
if query_registry is not None:
@lru_cache(1)
def override_get_query_registry():
return query_registry
app.dependency_overrides[
get_query_registry] = override_get_query_registry
if serialization_registry is not None:
@lru_cache(1)
def override_get_serialization_registry():
return serialization_registry
app.dependency_overrides[
get_serialization_registry] = override_get_serialization_registry
metrics_config = server_settings.get("metrics", {})
if metrics_config.get("prometheus", False):
from . import metrics
app.include_router(metrics.router, prefix="/api")
@app.middleware("http")
async def capture_metrics_prometheus(request: Request, call_next):
response = await call_next(request)
metrics.capture_request_metrics(request, response)
return response
return app
