Logging time to load a model
You are building a FastAPI app to classify penguins, and you'd like measure the time it takes to load the model and log it.
Deze oefening maakt deel uit van de cursus
Deploying AI into Production with FastAPI
Oefeninstructies
- Load the
uvicornerror logger. - Log the process time to load the model at the INFO level.
Interactieve oefening met praktijkervaring
Probeer deze oefening door deze voorbeeldcode aan te vullen.
from fastapi import FastAPI
import logging
import joblib
import time
# Get the uvicorn error logger
logger = logging.getLogger('____')
start_time = time.perf_counter()
model = joblib.load('penguin_classifier.pkl')
process_time = time.perf_counter() - start_time
# Log the process time at the INFO level
logger.____(f"Process time was {____} seconds.")
app = FastAPI()