Logging is an essential tool for debugging, monitoring, and troubleshooting FastAPI applications. It provides valuable insights into the application’s behavior, helping to identify and resolve issues efficiently. This guide will demonstrate how to configure logging for FastAPI applications, including setting log levels, using different handlers, and customizing log formats.
Basic Logging
Import the Logging Module:
Python
import logging
Create a Logger:
Python
logger = logging.getLogger(name)
Log Messages:
Python
@app.get(“/”)
def read_root():
logger.info(“Received a GET request to /”)
return {“Hello”: “World”}
Configuring the Logger
Set the Log Level:
Python
logger.setLevel(logging.DEBUG)
Create a Handler:
Python
handler = logging.StreamHandler()
Set the Handler’s Formatter:
Python
formatter = logging.Formatter(‘%(asctime)s – %(name)s – %(levelname)s – %(message)s’)
handler.setFormatter(formatter)
Add the Handler to the Logger:
Python
logger.addHandler(handler)
Logging Request and Response Information
To log details about incoming requests and outgoing responses, use the request
and response
objects provided by FastAPI:
Python
@app.get("/items/{item_id}")
def read_item(item_id: int, request: Request, response: Response):
logger.info(f"Received GET request for item {item_id}")
# ...
logger.info(f"Sending response: {response.json()}")
Logging Exceptions
Log exceptions using try...except
blocks:
Python
@app.get("/items/{item_id}")
def read_item(item_id: int):
try:
# ...
except Exception as e:
logger.error(f"Error reading item {item_id}: {e}")
raise
Additional Terms
- Logging Level: Adjust the log level based on your application’s needs (DEBUG, INFO, WARNING, ERROR, CRITICAL).
- Logging Format: Customize the format to include timestamps, thread IDs, and other relevant information.
- Logging Handlers: Use different handlers (file, email, database) for different logging scenarios.
- Structured Logging: Consider using structured logging formats (e.g., JSON) for easier parsing and analysis.
- Logging Libraries: Explore third-party libraries like
uvicorn.logging
for additional features.