python
17 lines · 5 steps
A reusable timing context manager in Python
Wrap any block in a with-statement to measure its wall-clock time and report it automatically.
Explained by
highlit
1import time
2from contextlib import contextmanager
3
4
5@contextmanager
6def timer(label="elapsed", logger=None):
7 start = time.perf_counter()
8 result = {"seconds": None}
9 try:
10 yield result
11 finally:
12 result["seconds"] = time.perf_counter() - start
13 message = f"{label}: {result['seconds'] * 1000:.2f}ms"
14 if logger is not None:
15 logger.info(message)
16 else:
17 print(message)
01 / 01
STEP 01
‹ swipe to step through ›
Walkthrough
Space play
←→ step
click any line
Three takeaways
- 1The @contextmanager decorator turns a single-yield generator into a full with-block protocol.
- 2Putting cleanup in a finally clause guarantees timing runs even when the wrapped code raises.
- 3Yielding a mutable object lets the caller read results the manager fills in after the block ends.
Related explainers
python
from django.core.cache import cache from django.db.models import Count, Sum, Q from django.utils import timezone
Caching a Django dashboard aggregate query
caching
aggregation
conditional-queries
Intermediate
7 steps
python
import os from datetime import datetime, timezone import jwt
JWT bearer auth as a FastAPI dependency
authentication
jwt
dependency-injection
Intermediate
7 steps
python
import logging import traceback from flask import Blueprint, jsonify, request
Centralized JSON error handling in Flask
error-handling
blueprints
json-api
Intermediate
5 steps
python
from datetime import datetime, date from decimal import Decimal from flask import Flask, jsonify from flask.json.provider import DefaultJSONProvider
Serializing SQLAlchemy models in Flask JSON
serialization
orm
json
Intermediate
6 steps
python
import requests from requests.adapters import HTTPAdapter from urllib3.util.retry import Retry
Building a resilient requests Session
retries
backoff
http-client
Intermediate
7 steps
python
from datetime import datetime from fastapi import APIRouter, Depends, HTTPException, status from pydantic import BaseModel, ConfigDict, EmailStr from sqlalchemy.orm import Session
Building a users router in FastAPI
routing
serialization
dependency-injection
Intermediate
7 steps
Share this explainer
Here's the card — post it anywhere.
Made with highlit — turn any snippet into a walkthrough like this in about a minute.
Explain your code
Embed this explainer
Drop the interactive walkthrough into a blog or docs. Views never cost a credit.
<iframe src="https://highlit.co/explainers/a-reusable-timing-context-manager-in-python-explained-python-8cd3/embed?autoplay=1" width="100%" height="520" loading="lazy" style="border:0"></iframe>
Autoplay is on by default — add ?autoplay=0 to start paused.