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.
Latihan ini adalah bagian dari kursus
Deploying AI into Production with FastAPI
Petunjuk latihan
- Load the
uvicornerror logger. - Log the process time to load the model at the INFO level.
Latihan interaktif praktis
Cobalah latihan ini dengan menyelesaikan kode contoh berikut.
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()