I'm trying to add metrics on external services with aioprometheus in an app built with FastAPI. Here is a simplified example of what I'm trying to achieve.
Say I have a wrapper App class as such:
from aioprometheus import Registry, Counter, Histogram
from fastapi import FastAPI
class App:
def __init__(self, ...):
self.registry = Registry()
self.counter = Counter(
name="counts", doc="request counts"
)
self.latency = Histogram(
name="latency",
doc="request latency",
buckets=[0.1, 0.5, 1, 1.5, 2]
)
self.app = FastAPI()
self._metrics()
def _metrics(self):
# Counter metrics
@self.app.middleware("http")
async def counter_metrics(request, call_next):
response = await call_next(request)
self.counter.inc(
{"path": str(request.url.path), "status": response.status_code}
)
return response
# Latency metrics
@self.app.middleware("http")
async def latency_metrics(request, call_next):
start = time.time()
response = await call_next(request)
total_duration = time.time() - start
self.latency.observe(
{"path": str(request.url.path)}, total_duration
)
return response
@self.app.on_event("startup")
async def startup():
self.app.include_router(some_router(...))
self.registry.register(self.counter)
self.registry.register(self.latency)
Basically, I have Registry, Counter, and Histogram initiated. In _metrics, I have Counter and Histogram specific logics that are later added to Registry. This will do its magic and catch the metrics when an endpoint in some_router is called (this is good! I would want to keep this as well as having the external service metrics).
However, say I call an external service from some_router as such:
from fastapi import APIRouter
def some_router():
router = APIRouter()
@router.get("/some_router")
async def some_router():
response = await external_service()
return response
return router
In this case, how would I add metrics specifically to external_service? i.e. Latency of this specific external service?
As per the documentation, you would need to attach your metrics to the app instance (app.state), so they can easily be accessed in the route handler - as metrics are often created in a different module than where they are used (as in your case). Thus, you could have the following in your App class, after instantiating the metrics:
self.app.state.registry = registry
self.app.state.counter = counter
self.app.state.latency = latency
In your routers module, you could get the app instance using the Request object, as described here and here, and then use it to get the metrics instances (as shown below), which will let you add metrics to your external_service:
from fastapi import Request
...
@router.get("/some_router")
async def some_router(request: Request):
registry = request.app.state.registry
counter = request.app.state.counter
latency = request.app.state.latency
response = await external_service()
return response