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.
This exercise is part of the course
Deploying AI into Production with FastAPI
Exercise instructions
- Load the
uvicornerror logger. - Log the process time to load the model at the INFO level.
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
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()