datarobot-asgi-middleware 0.2.0

A FastAPI/ASGI middleware to simplify development of FastAPI apps on DataRobot

DataRobot ASGI Middleware

A middleware to simplify front-proxy handling and health checks in DataRobot.

Usage

Simply add to your FastAPI application that you expect to run in DataRobot

from fastapi import FastAPI

from datarobot_asgi_middleware import DataRobotASGIMiddleware

app = FastAPI()
app.add_middleware(DataRobotASGIMiddleware)


@app.get("/")
async def root():
    return {"message": "hello"}

Doing so will enable the automatic URLs such as docs/ and openapi.json to work as expected both in DataRobot and locally.

If you'd like to do proper Kubernetes health checks to let DataRobot know your application is healthy, the middleware adds a way to tell DataRobot to use a specific health URL endpoint like:/healthto validate your app is working as expected using kube-probe.

So, similar to the example above, but this time with health_endpoint="/health":

from fastapi import FastAPI

from datarobot_asgi_middleware import DataRobotASGIMiddleware


app = FastAPI()
app.add_middleware(DataRobotASGIMiddleware, health_endpoint="/health")


@app.get("/")
async def root():
    return {"message": "hello"}


@app.get("/health")
async def health():
    # Check on database connections, memory utilization, etc. If it returns
    # any error code like a 404 or 500, the app is marked as unhealthy
    return {"status": "healthy"}

Development

Development is designed to run with uv and Taskfile/go-task.

You can run tests, linters, etc. by setting these two up to work together

Testing realistically with Traefic

To test through a DataRobot-like proxy the examples/basic folder it contains a basic app and traefik configuration to start up with docker-compose -f examples/basic/docker-compose.yml up from the repo root folder, and validate by going to http://localhost:9999/front-proxy or run the baked-in task for it with:

task run-example-basic

Technically DataRobot does a double front-proxy for applications, so this configuration mimics the double proxy with one traefic instance.