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

Cyberwarzone
Cyberwarzone
F
Full Disclosure
V
Visual Studio Blog
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
有赞技术团队
有赞技术团队
J
Java Code Geeks
博客园 - 【当耐特】
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
博客园 - 叶小钗
L
LINUX DO - 最新话题
T
Threatpost
S
SegmentFault 最新的问题
Vercel News
Vercel News
云风的 BLOG
云风的 BLOG
C
Cyber Attacks, Cyber Crime and Cyber Security
Google DeepMind News
Google DeepMind News
Know Your Adversary
Know Your Adversary
S
Schneier on Security
V
Vulnerabilities – Threatpost
D
DataBreaches.Net
G
GRAHAM CLULEY
Latest news
Latest news
P
Privacy International News Feed
D
Darknet – Hacking Tools, Hacker News & Cyber Security
C
CXSECURITY Database RSS Feed - CXSecurity.com
Scott Helme
Scott Helme
L
Lohrmann on Cybersecurity
T
The Exploit Database - CXSecurity.com
Security Latest
Security Latest
G
Google Developers Blog
L
LangChain Blog
MyScale Blog
MyScale Blog
Project Zero
Project Zero
N
News and Events Feed by Topic
Hacker News - Newest:
Hacker News - Newest: "LLM"
大猫的无限游戏
大猫的无限游戏
P
Proofpoint News Feed
Blog — PlanetScale
Blog — PlanetScale
阮一峰的网络日志
阮一峰的网络日志
N
News | PayPal Newsroom
www.infosecurity-magazine.com
www.infosecurity-magazine.com
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
SecWiki News
SecWiki News
T
Tor Project blog
C
Check Point Blog
Google Online Security Blog
Google Online Security Blog
GbyAI
GbyAI
The Last Watchdog
The Last Watchdog
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
WordPress大学
WordPress大学

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 Common SOC 2 Failures (Real World) Stop Vibe-Checking Your AI App: A Practical Guide to Evals How to Use SonarQube and SonarScanner Locally to Level Up Your Code Quality Your Next To-Do App Is Dead — I Replaced Mine with an OpenClaw AI Sign a Nostr event in 60 lines of Python using coincurve — no nostr-sdk, no nbxplorer, no rust toolchain ITGC Audit Explained Like You’re in Big 4 Patch Tuesday abril 2026: Microsoft parcha 163 vulnerabilidades y un zero-day en SharePoint Stop scraping everything: a better way to track competitor price changes Listing on MCPize + the Official MCP Registry while routing payments OUTSIDE the marketplace — how I kept 100% of my x402 revenue Building an AI-Powered Risk Intelligence System Using Serverless Architecture Why We Ripped Function Overloading Out of Our AI Toolchain Testing AI-Generated Code: How to Actually Know If It Works SaaS Churn Is Killing Your Business. Here Is What to Do About It (Without a Support Team) The Speed of AI Is No Longer Linear - And Self-Improving Models Are Why How to Implement RBAC for MCP Tools: A Practical Guide for Engineering Teams From Standard Quote to Persuasive Proposal: AI Automation for Arborists I built a CLI that scaffolds complete multi-tenant SaaS apps Axios CVE-2025–62718: The Silent SSRF Bug That Could Be Hiding in Your Node.js App Right Now The dashboard that ended our friendship Data Pipelines Explained Simply (and How to Build Them with Python) The Hidden Cost of AI Systems Nobody Talks About. undefined vs undeclared, and how typeof behaves Switching from file-based jobs to NATS/Kafka in Rust without changing code io_uring Adventures: Rust Servers That Love Syscalls Why Agentic AI is Killing the Traditional Database The POUR principles of web accessibility for developers and designers Quantum Neural Network 3D — A Deep Dive into Interactive WebGL Visualization How To Install Caveman In Codex On macOS And Windows Automation Pipeline Reliability: Why Your Workflow Breaks When Nobody Is Watching I Built an 'Open World' AI Coding Agent — It Works From ANY Folder From Freelancing to Product: A Tech Service Company's SaaS Transformation China's AI Giants: Adding Tencent Hunyuan & ByteDance Doubao to AI University (74 Providers) On the Vibe Coders and Their Lies clerk: Auto-Summarize Your Claude Code Sessions AI Weekly — 2026/04/10–04/17 | The Model Lockdown Is Here, but the Toolchain Is the Real Battleground AI 週報 — 2026/04/10–2026/04/17 模型封鎖潮來了,但工具鏈才是真戰場 Maybe this is how Open-Source apps are born... 🚀 Fine-Tune LLMs with LoRA and QLoRA: 2026 Guide tRPC v11 + Next.js App Router: End-to-End Type Safety Without the Boilerplate ShadCN UI in 2026: Why I Stopped Installing Component Libraries and Started Owning My Components SaaS Billing in React Server Components: Stripe + Supabase Without a Single `useEffect` Join our DEV Weekend Challenge — $1,000 in Prizes Across TEN winners! Submissions Due April 20 at 6:59 AM UTC. Implementing FSRS Spaced Repetition in Flutter + Supabase — Adding Memory Science to an AI Learning App "I Texted My Localhost From the Train — Claude Code Fixed the Bug Before I Got Home" I Built a Sales Prep AI and It Went Deeper Than Expected Design to Code #2: One JSON, Eleven Outputs Solving the 100M-Row Problem: A Summary Table Pattern for High-Volume Push Notification Logs Flutter Web With Wasm: What Actually Changes For Developers I Built 50 Royalty-Free Soundtracks for My Side Project in a Weekend Using AI Music Generation The Vibe Coding Security Checklist: 7 Things to Check Before You Ship Stop Letting Googlebot Guess Fix Your React App's SEO Right Desconstruindo o Streaming do LinkedIn: Como Criar um Engine de Extração de Vídeo de Alta Performance com HLS e FFmpeg (EDA Part-1) EDA (Exploratory Data Analysis) Explained With Real Life — Why Looking at Your Data Is the Most Important Step in Machine Learning Brand Relationship Management at Scale: Our 4-Touch Outreach System for 200+ Brands Why String.fromEnvironment() Might Return an Empty String in Dart JGuardrails 1.0.0 — Hardening Java LLM Apps Against Jailbreaks, Toxicity, and Prompt Injection Plan and Schedule a Full Week of Threads Content From One Claude Conversation Coding Cat Oran Ep3, Five Tables Changed Everything Updated: BFF Pattern I'm done watching freelancers get buried by 200 proposals. So I'm building the alternative. This is my first post BFS Algorithm in Java Step by Step Tutorial with Examples Tracking LLM Pricing Monthly: An Open Dataset for 22 AI Models How We Measure Content ROI on a Comparison Site: Revenue Attribution Without Perfect Data Introducing Nova AI Ops: The AI-Native Operating System for SRE Teams I built a free desktop video downloader for Windows — Grabbit How Talkie OCR Helps Vision-Impaired & Dyslexic Users Read the World Around Them VRCFaceTracking安装和iPhone面捕配置教程,有bug Even CrowdStrike Can't See Your Agents The Automation Gold Rush: What n8n Workflows and Claude Are Opening Up for Developers Right Now
One Practical SQL Trigger Example You Can Actually Use
Baldwin Apps · 2026-05-29 · via DEV Community

One UPDATE statement. One trigger. One automatic audit record — no extra code required.

Triggers are one of those SQL features that can seem a little mysterious at first, but the basic idea is simple: a trigger lets the database automatically do something when data changes.

In this example, we'll use a trigger to create a basic audit trail.

Whenever a row in an Employees table is updated, the trigger will record the old and new salary values in a separate audit table.

Note: The primary examples use SQL Server / T-SQL syntax. Where behavior or syntax differs meaningfully across SQL Server, MySQL, PostgreSQL, and Oracle, that's called out directly.

What Is a Trigger?

A trigger is a block of SQL that runs automatically in response to an event such as an INSERT, UPDATE, or DELETE.

That means the database can react to changes without relying on someone to remember to run extra code manually.

Step 1: Create the Main Table

-- SQL Server / MySQL / PostgreSQL
CREATE TABLE Employees (
    EmployeeID INT PRIMARY KEY,
    FullName VARCHAR(100),
    Salary DECIMAL(10,2)
);

Enter fullscreen mode Exit fullscreen mode

This syntax works across SQL Server, MySQL, and PostgreSQL. In Oracle, VARCHAR is supported but VARCHAR2 is the preferred type:

-- Oracle
CREATE TABLE Employees (
    EmployeeID NUMBER PRIMARY KEY,
    FullName VARCHAR2(100),
    Salary NUMBER(10,2)
);

Enter fullscreen mode Exit fullscreen mode

Step 2: Insert Some Sample Data

INSERT INTO Employees (EmployeeID, FullName, Salary)
VALUES
(1, 'Alice Johnson', 60000.00),
(2, 'Brian Smith', 72000.00);

Enter fullscreen mode Exit fullscreen mode

Multi-row INSERT with VALUES works across all four databases.

Step 3: Create the Audit Table

-- SQL Server
CREATE TABLE EmployeeSalaryAudit (
    AuditID INT IDENTITY(1,1) PRIMARY KEY,
    EmployeeID INT,
    OldSalary DECIMAL(10,2),
    NewSalary DECIMAL(10,2),
    ChangedAt DATETIME DEFAULT GETDATE()
);

Enter fullscreen mode Exit fullscreen mode

This table will store each salary change, including the old value, the new value, and when the change happened.

Auto-incrementing primary keys and current timestamp functions vary across databases:

-- MySQL
CREATE TABLE EmployeeSalaryAudit (
    AuditID INT AUTO_INCREMENT PRIMARY KEY,
    EmployeeID INT,
    OldSalary DECIMAL(10,2),
    NewSalary DECIMAL(10,2),
    ChangedAt DATETIME DEFAULT NOW()
);

Enter fullscreen mode Exit fullscreen mode

-- PostgreSQL
CREATE TABLE EmployeeSalaryAudit (
    AuditID SERIAL PRIMARY KEY,
    EmployeeID INT,
    OldSalary DECIMAL(10,2),
    NewSalary DECIMAL(10,2),
    ChangedAt TIMESTAMP DEFAULT NOW()
);

Enter fullscreen mode Exit fullscreen mode

-- Oracle
CREATE TABLE EmployeeSalaryAudit (
    AuditID NUMBER GENERATED ALWAYS AS IDENTITY PRIMARY KEY,
    EmployeeID NUMBER,
    OldSalary NUMBER(10,2),
    NewSalary NUMBER(10,2),
    ChangedAt DATE DEFAULT SYSDATE
);

Enter fullscreen mode Exit fullscreen mode

Key differences:

  • SQL Server uses IDENTITY(1,1) and GETDATE()
  • MySQL uses AUTO_INCREMENT and NOW()
  • PostgreSQL uses SERIAL (or GENERATED ALWAYS AS IDENTITY in newer versions) and NOW()
  • Oracle uses GENERATED ALWAYS AS IDENTITY and SYSDATE ## Step 4: Create the Trigger

This is where the databases diverge most significantly.

-- SQL Server
CREATE TRIGGER trg_LogSalaryChange
ON Employees
AFTER UPDATE
AS
BEGIN
    INSERT INTO EmployeeSalaryAudit (EmployeeID, OldSalary, NewSalary)
    SELECT
        d.EmployeeID,
        d.Salary AS OldSalary,
        i.Salary AS NewSalary
    FROM deleted d
    INNER JOIN inserted i
        ON d.EmployeeID = i.EmployeeID
    WHERE d.Salary <> i.Salary
       OR (d.Salary IS NULL AND i.Salary IS NOT NULL)
       OR (d.Salary IS NOT NULL AND i.Salary IS NULL);
END;

Enter fullscreen mode Exit fullscreen mode

In SQL Server, triggers can access two special logical tables:

  • deleted contains the old version of updated rows
  • inserted contains the new version of updated rows The trigger joins those tables on EmployeeID and logs only rows where the salary actually changed.

A note on the WHERE clause: a simple d.Salary <> i.Salary won't catch changes involving NULL values — in SQL, NULL <> anything evaluates to unknown, not true. The additional IS NULL conditions ensure those changes are captured correctly. This applies to all four database versions below.

-- MySQL
CREATE TRIGGER trg_LogSalaryChange
AFTER UPDATE ON Employees
FOR EACH ROW
BEGIN
    IF OLD.Salary <> NEW.Salary
       OR (OLD.Salary IS NULL AND NEW.Salary IS NOT NULL)
       OR (OLD.Salary IS NOT NULL AND NEW.Salary IS NULL)
    THEN
        INSERT INTO EmployeeSalaryAudit (EmployeeID, OldSalary, NewSalary)
        VALUES (OLD.EmployeeID, OLD.Salary, NEW.Salary);
    END IF;
END;

Enter fullscreen mode Exit fullscreen mode

-- PostgreSQL (requires a trigger function)
-- Note: EXECUTE FUNCTION requires PostgreSQL 11+
-- Use EXECUTE PROCEDURE for older versions
CREATE OR REPLACE FUNCTION log_salary_change()
RETURNS TRIGGER AS $$
BEGIN
    IF OLD.Salary <> NEW.Salary
       OR (OLD.Salary IS NULL AND NEW.Salary IS NOT NULL)
       OR (OLD.Salary IS NOT NULL AND NEW.Salary IS NULL)
    THEN
        INSERT INTO EmployeeSalaryAudit (EmployeeID, OldSalary, NewSalary)
        VALUES (OLD.EmployeeID, OLD.Salary, NEW.Salary);
    END IF;
    RETURN NEW;
END;
$$ LANGUAGE plpgsql;

CREATE TRIGGER trg_LogSalaryChange
AFTER UPDATE ON Employees
FOR EACH ROW
EXECUTE FUNCTION log_salary_change();

Enter fullscreen mode Exit fullscreen mode

-- Oracle
CREATE OR REPLACE TRIGGER trg_LogSalaryChange
AFTER UPDATE ON Employees
FOR EACH ROW
BEGIN
    IF :OLD.Salary <> :NEW.Salary
       OR (:OLD.Salary IS NULL AND :NEW.Salary IS NOT NULL)
       OR (:OLD.Salary IS NOT NULL AND :NEW.Salary IS NULL)
    THEN
        INSERT INTO EmployeeSalaryAudit (EmployeeID, OldSalary, NewSalary)
        VALUES (:OLD.EmployeeID, :OLD.Salary, :NEW.Salary);
    END IF;
END;

Enter fullscreen mode Exit fullscreen mode

Key differences across databases:

  • SQL Server uses deleted and inserted virtual tables and handles multiple rows as sets in a single statement-level trigger
  • MySQL uses OLD and NEW and requires FOR EACH ROW — MySQL only supports row-level triggers
  • PostgreSQL separates the trigger logic into a reusable trigger function, then attaches it to the table — OLD and NEW are used inside the function. EXECUTE FUNCTION requires PostgreSQL 11 or later; use EXECUTE PROCEDURE for older versions
  • Oracle uses :OLD and :NEW (note the colon prefix) and requires FOR EACH ROW for row-level triggers ## A Note on Statement-Level vs Row-Level Triggers

This is one of the most important distinctions to understand — and one that can produce unexpected results if you're not aware of it.

A row-level trigger fires once for every row affected by the operation. Update 50 rows and it fires 50 times.

A statement-level trigger fires once per SQL statement, regardless of how many rows were affected.

  • SQL Server triggers are statement-level by default, which is why the SQL Server example joins deleted and inserted as sets rather than referencing single OLD/NEW values
  • MySQL only supports row-level triggers
  • PostgreSQL supports both — FOR EACH ROW for row-level, FOR EACH STATEMENT for statement-level
  • Oracle supports both — FOR EACH ROW for row-level, statement-level is the default without it This matters in practice: if you run a bulk update affecting 1,000 rows, a row-level trigger fires 1,000 times. For audit logging on large tables, that's worth thinking about before you deploy.

Step 5: Test It

UPDATE Employees
SET Salary = 65000.00
WHERE EmployeeID = 1;

Enter fullscreen mode Exit fullscreen mode

Step 6: Check the Audit Table

SELECT *
FROM EmployeeSalaryAudit;

Enter fullscreen mode Exit fullscreen mode

You should see a row showing that Employee 1's salary changed from 60000.00 to 65000.00.

That happened automatically because of the trigger.

Why This Is Useful

This kind of trigger can be useful when you want the database to help maintain a history of important changes.

Instead of depending on application code to remember to log the update, the database handles it consistently — regardless of which application, tool, or user made the change.

A Quick Caution

Triggers are powerful, but they should be used carefully.

Because they run automatically behind the scenes, they can make database behavior harder to understand if too much hidden logic accumulates. A developer looking at the UPDATE statement alone has no visible indication that something else is happening as a result.

For a simple audit trail like this, though, a trigger can be a practical and readable solution — and audit logging is one of the most widely accepted use cases for triggers across all four major databases.

Final Thought

This is a small example, but it demonstrates the central idea: when data changes, the database can respond automatically.

The syntax looks different depending on which database you're working with — but the concept is the same everywhere. A trigger watches for an event, and when that event happens, it acts.

That's what makes triggers useful — and why they're worth understanding.

SQL Bubble Pop covers the query logic and filtering patterns that form the building blocks of trigger design — through daily challenges and active recall that make these concepts click faster.

Download SQL Bubble Pop free on the App Store. Search "SQL Bubble Pop."


TL;DR

  • A trigger runs automatically when data changes — no manual intervention needed
  • SQL Server uses deleted and inserted virtual tables; other databases use OLD and NEW; Oracle adds a colon prefix (:OLD and :NEW)
  • PostgreSQL requires a separate trigger function before attaching the trigger to a table (EXECUTE FUNCTION requires PostgreSQL 11+)
  • Row-level triggers fire once per affected row; statement-level triggers fire once per SQL statement — know which you're using
  • Audit logging is one of the most widely accepted and practical use cases for triggers
  • Use triggers carefully — hidden logic can make database behavior harder to reason about at scale