The Scheduler
a42b1ff04e
Issue Manager / issue-manager (push) Has been cancelled
Build Docs / changes (push) Has been cancelled
Build Docs / langs (push) Has been cancelled
Build Docs / build-docs (push) Has been cancelled
Build Docs / docs-all-green (push) Has been cancelled
Conflict detector / main (push) Has been cancelled
Test Redistribute / test-redistribute (fastapi) (push) Has been cancelled
Test Redistribute / test-redistribute (fastapi-slim) (push) Has been cancelled
Test Redistribute / test-redistribute-alls-green (push) Has been cancelled
Test / lint (push) Has been cancelled
Test / test (pydantic-v1, 3.10) (push) Has been cancelled
Test / test (pydantic-v1, 3.11) (push) Has been cancelled
Test / test (pydantic-v1, 3.13) (push) Has been cancelled
Test / test (pydantic-v1, 3.8) (push) Has been cancelled
Test / test (pydantic-v1, 3.9) (push) Has been cancelled
Test / test (pydantic-v2, 3.10) (push) Has been cancelled
Test / test (pydantic-v2, 3.11) (push) Has been cancelled
Test / test (pydantic-v2, 3.12) (push) Has been cancelled
Test / test (pydantic-v2, 3.13) (push) Has been cancelled
Test / test (pydantic-v2, 3.14) (push) Has been cancelled
Test / test (pydantic-v2, 3.8) (push) Has been cancelled
Test / test (pydantic-v2, 3.9) (push) Has been cancelled
Test / coverage-combine (push) Has been cancelled
Test / check (push) Has been cancelled
Label Approved / label-approved (push) Has been cancelled
FastAPI People Contributors / job (push) Has been cancelled
FastAPI People Sponsors / job (push) Has been cancelled
Update Topic Repos / topic-repos (push) Has been cancelled
FastAPI People / job (push) Has been cancelled
Test / test (pydantic-v1, 3.12) (push) Has been cancelled
29 lines
569 B
Python
29 lines
569 B
Python
from contextlib import asynccontextmanager
|
|
|
|
from fastapi import FastAPI
|
|
|
|
|
|
def fake_answer_to_everything_ml_model(x: float):
|
|
return x * 42
|
|
|
|
|
|
ml_models = {}
|
|
|
|
|
|
@asynccontextmanager
|
|
async def lifespan(app: FastAPI):
|
|
# Load the ML model
|
|
ml_models["answer_to_everything"] = fake_answer_to_everything_ml_model
|
|
yield
|
|
# Clean up the ML models and release the resources
|
|
ml_models.clear()
|
|
|
|
|
|
app = FastAPI(lifespan=lifespan)
|
|
|
|
|
|
@app.get("/predict")
|
|
async def predict(x: float):
|
|
result = ml_models["answer_to_everything"](x)
|
|
return {"result": result}
|