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.
Bu egzersiz, kursun bir parçasıdır
Deploying AI into Production with FastAPI
Egzersiz talimatları
- Load the
uvicornerror logger. - Log the process time to load the model at the INFO level.
Uygulamalı etkileşimli egzersiz
Bu egzersizi bu örnek kodu tamamlayarak deneyin.
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()