惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

爱范儿
爱范儿
Y
Y Combinator Blog
H
Hackread – Cybersecurity News, Data Breaches, AI and More
Microsoft Azure Blog
Microsoft Azure Blog
M
MIT News - Artificial intelligence
Apple Machine Learning Research
Apple Machine Learning Research
博客园 - 三生石上(FineUI控件)
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
V
Visual Studio Blog
aimingoo的专栏
aimingoo的专栏
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
J
Java Code Geeks
G
Google Developers Blog
T
The Blog of Author Tim Ferriss
D
Docker
博客园 - 聂微东
WordPress大学
WordPress大学
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
D
DataBreaches.Net
雷峰网
雷峰网
Jina AI
Jina AI
人人都是产品经理
人人都是产品经理
Vercel News
Vercel News
酷 壳 – CoolShell
酷 壳 – CoolShell

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant
Python Selenium Architecture
santhiya p · 2026-06-27 · via DEV Community

santhiya p

Python Selenium Architecture
Selenium is one of the most widely used frameworks for web automation testing. When paired with Python, it provides a powerful way to automate browser interactions. Its architecture is based on a client-server model, designed to ensure flexibility, scalability, and cross-browser compatibility.

Key Components:

  1. Selenium Client Libraries
    Selenium supports multiple programming languages (Python, Java, C#, Ruby, etc.). In Python, developers write test scripts using the selenium library. These Scripts contain commands such as find_element, click, or send_keys.

  2. JSON Wire Protocol/ W3C WebDriver Protocol
    Earlier versions of selenium used the Json Wire Protocol to Communicate between client and server.
    Selenium 4 now fully supports the W3C WebDriver protocol, ensuring better compliance and stability across modern browsers.

  3. Browser Drivers
    Each browser requires a specific driver to translate selenium commands into native browser actions.
    Examples:
    Chrome Driver for Google Chrome
    Gecko Driver for Mozilla Firefox
    Edge Driver for Microsoft Edge
    These drivers act as servers that receive commands from the client library and execute them in the browser.

  4. Browser
    The final execution happens inside the browser.
    The driver launches the browser instance, performs actions (clicks, navigation, form filling), and returns responses to the client.

Workflow

  1. A python script sends commands using Selenium client library.
  2. These commands are converted into HTTP requests following the WebDriver protocol.
  3. The browser driver receives the requests and translates them into native browser actions.
  4. the browser executes the actions and sends back the results (Success/Failure, element states, etc.)
  5. The driver communicates the response back to the python script.

Advantages of the Architecture
Language Flexibility: Python is just one of many supported languages.
Cross Browser Support: Works across Chrome, Firefox, Edge, Safari, etc.
Scalability: Selenium Grid allows parallel execution across multiple machines and browsers.
Standardization: W3C Compliance ensures consistent behavior across different environment.

Conclusion:
Python Selenium architecture is built on a client-server model, where the Python script (client) communicates with browser drivers (server) using the WebDriver protocol. This design ensures robust automation across browsers, making selenium a cornerstone of modern test automation frameworks. Its modularity, scalability, and compliance with web standards make it indispensable for QA engineers and developers alike.