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docs/en/docs/deployment/concepts.md
### Server Memory For example, if your code loads a Machine Learning model with **1 GB in size**, when you run one process with your API, it will consume at least 1 GB of RAM. And if you start **4 processes** (4 workers), each will consume 1 GB of RAM. So in total, your API will consume **4 GB of RAM**. And if your remote server or virtual machine only has 3 GB of RAM, trying to load more than 4 GB of RAM will cause problems. 🚨
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docs/pt/docs/deployment.md
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docs/en/docs/release-notes.md
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()
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docs/en/docs/advanced/events.md
You could load it at the top level of the module/file, but that would also mean that it would **load the model** even if you are just running a simple automated test, then that test would be **slow** because it would have to wait for the model to load before being able to run an independent part of the code.
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tests/test_tutorial/test_conditional_openapi/test_tutorial001.py
importlib.reload(tutorial001) client = TestClient(tutorial001.app) return client @needs_pydanticv2 def test_disable_openapi(monkeypatch): monkeypatch.setenv("OPENAPI_URL", "") # Load the client after setting the env var client = get_client() response = client.get("/openapi.json") assert response.status_code == 404, response.text response = client.get("/docs")
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scripts/docs.py
@lru_cache def is_mkdocs_insiders() -> bool: version = metadata.version("mkdocs-material") return "insiders" in version def get_en_config() -> Dict[str, Any]: return mkdocs.utils.yaml_load(en_config_path.read_text(encoding="utf-8")) def get_lang_paths() -> List[Path]: return sorted(docs_path.iterdir()) def lang_callback(lang: Optional[str]) -> Union[str, None]: if lang is None:
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docs/en/docs/how-to/custom-docs-ui-assets.md
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docs/en/docs/index.md
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tests/test_ws_dependencies.py
def test_index(): client = TestClient(app) with client.websocket_connect("/") as websocket: data = json.loads(websocket.receive_text()) assert data == ["app", "index"] def test_routerindex(): client = TestClient(app) with client.websocket_connect("/router") as websocket: data = json.loads(websocket.receive_text()) assert data == ["app", "router2", "router", "routerindex"]
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docs_src/path_operation_advanced_configuration/tutorial007.py
"required": True, }, }, ) async def create_item(request: Request): raw_body = await request.body() try: data = yaml.safe_load(raw_body) except yaml.YAMLError: raise HTTPException(status_code=422, detail="Invalid YAML") try: item = Item.model_validate(data) except ValidationError as e:
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