What is the difference between == and .equals() in Java? When should we go for which one?
In Java, the equals() method and the == operator are used to compare objects. The main difference is that string equals() method compares the content equality of two strings while the == operator compares the reference or memory location of objects in a heap, whether they point to the same location or not.
Methods Available in RESTful APIs – Detailed Explanation
RESTful APIs use standard HTTP methods to perform CRUD operations on resources. Here are the key methods:
1. GET
- Purpose: Retrieve data from the server.
- Usage: Read or fetch a resource.
-
Properties:
- Safe (does not change server data).
- Idempotent (repeated calls give the same result).
- Can be cached.
🧪 Example:
GET /users/101
Returns details of user with ID 101.
2. POST
- Purpose: Create a new resource.
- Usage: Submit data to the server.
-
Properties:
- Not idempotent (can create multiple resources if called multiple times).
- Usually includes data in the request body.
🧪 Example:
POST /users
Body: { "name": "Alice", "email": "[email protected]" }
Creates a new user.
3. PUT
- Purpose: Update or replace an existing resource.
- Usage: Sends full data for the resource.
-
Properties:
- Idempotent.
- Replaces the entire resource.
🧪 Example:
PUT /users/101
Body: { "name": "Alice", "email": "[email protected]" }
Replaces user 101 with new data.
4. PATCH
- Purpose: Partially update a resource.
- Usage: Sends only the fields to be updated.
-
Properties:
- Not necessarily idempotent.
- More efficient for minor changes.
🧪 Example:
PATCH /users/101
Body: { "email": "[email protected]" }
Updates only the email of user 101.
5. DELETE
- Purpose: Remove a resource from the server.
- Usage: Delete operation.
-
Properties:
- Idempotent.
🧪 Example:
DELETE /users/101
Deletes user with ID 101.
6. OPTIONS
- Purpose: Describe the allowed operations on a resource.
- Usage: Often used in CORS requests.
-
Properties:
- Safe and idempotent.
🧪 Example:
OPTIONS /users
Returns allowed methods like GET, POST, OPTIONS
.
7. HEAD
-
Purpose: Same as
GET
but without the response body. - Usage: Check if a resource exists or get metadata.
🧪 Example:
HEAD /users/101
Returns headers like Content-Type
, Content-Length
.
Summary Table
Method | Purpose | Safe | Idempotent | Has Body |
---|---|---|---|---|
GET | Read data | ✅ | ✅ | ❌ |
POST | Create resource | ❌ | ❌ | ✅ |
PUT | Replace resource | ❌ | ✅ | ✅ |
PATCH | Update resource | ❌ | ❌ / ✅ | ✅ |
DELETE | Delete resource | ❌ | ✅ | ❌ |
OPTIONS | List capabilities | ✅ | ✅ | ❌ |
HEAD | Metadata only | ✅ | ✅ | ❌ |
Let me know if you want real-life examples or code samples for these methods!
What is ACID principles in transaction management? Discuss them in detail.
ACID Principles in Transaction Management
ACID is a set of four properties that ensure reliable processing of database transactions to maintain data integrity, especially during failures or concurrent access.
🔐 1. Atomicity
- Definition: Ensures that a transaction is treated as a single unit of operation.
- Key Point: All operations succeed or none do.
- Example: In a bank transfer, either both the debit and credit happen, or neither does.
📏 2. Consistency
- Definition: Ensures that a transaction brings the database from one valid state to another.
- Key Point: Data integrity rules must be preserved.
- Example: A transaction cannot violate foreign key constraints or data types.
🚧 3. Isolation
- Definition: Ensures that concurrent transactions do not interfere with each other.
- Key Point: Final result should be as if transactions were executed sequentially.
- Example: Two users booking the same seat won’t both succeed.
🧱 4. Durability
- Definition: Ensures that once a transaction is committed, the changes are permanent.
- Key Point: Survives power failure, system crash, etc.
- Example: After a successful order, it remains even if the server restarts.
✅ Summary Table
Property | Ensures That... |
---|---|
Atomicity | Entire transaction completes or rolls back |
Consistency | Database stays in a valid state |
Isolation | No interference from concurrent transactions |
Durability | Data changes are permanent after commit |
These principles are fundamental to safe and reliable transaction processing in databases like MySQL, PostgreSQL, and others.
🔐 Handling Authentication, Authorization, and Data Protection in an Application
In any secure application, authentication, authorization, and data protection are critical components. Here's how they are typically handled:
✅ 1. Authentication – "Who are you?"
Purpose: Verifies the identity of a user or system.
🛠️ Common Methods:
- Username & Password (with hashed storage using BCrypt, Argon2, etc.)
- Multi-Factor Authentication (MFA) – e.g., OTP, email/SMS verification
- OAuth2 / OpenID Connect – Login via Google, Facebook, etc.
- JWT (JSON Web Tokens) – Token-based authentication for APIs
- Biometric Auth – Fingerprint, face recognition (for mobile apps)
✅ 2. Authorization – "What are you allowed to do?"
Purpose: Determines what actions an authenticated user can perform.
🛠️ Techniques:
- Role-Based Access Control (RBAC) – Admin, User, Moderator, etc.
- Attribute-Based Access Control (ABAC) – Access based on user attributes like location, time, etc.
- Access Control Lists (ACLs) – Specific permissions assigned to resources
- Token Claims (with JWT) – Embedded roles and scopes in tokens
✅ 3. Data Protection – "Keep it safe and private"
Purpose: Protect data from unauthorized access, leakage, or tampering.
🛠️ Measures:
🔒 At Rest (stored data):
- Database encryption (e.g., TDE – Transparent Data Encryption)
- File system encryption
- Password hashing (never store plain text)
🔐 In Transit (network communication):
- Use HTTPS/SSL for all data transmission
- Secure headers (e.g., HSTS, X-Content-Type-Options)
🧾 Other Practices:
- Input validation and sanitization to prevent SQL injection, XSS
- Rate limiting & Captchas to prevent brute force attacks
- Audit logs for tracking user activity
- Security patches and updates regularly applied
- Environment separation – dev, staging, production with access control
🧠 Best Practices Summary
Category | Techniques |
---|---|
Authentication | Passwords, JWT, OAuth2, MFA |
Authorization | Roles, Policies, Access Tokens |
Data Protection | HTTPS, Encryption, Input validation |
Let me know if you'd like code examples (e.g., using Spring Security, Node.js, or Django) for any of these!
💥 What is Cross-Site Scripting (XSS)?
Cross-Site Scripting (XSS) is a type of security vulnerability found in web applications. It allows attackers to inject malicious scripts (usually JavaScript) into web pages viewed by other users.
🧪 How XSS Works
An attacker can insert a script into a web page or form. When a user views that page, the script executes in their browser — potentially stealing cookies, session tokens, or redirecting them to malicious websites.
🔥 Types of XSS Attacks
Type | Description |
---|---|
Stored XSS | Malicious script is permanently stored on the server (e.g., in a comment or forum post). |
Reflected XSS | Malicious script is embedded in a URL or form input and immediately reflected back to the user. |
DOM-based XSS | The attack script is triggered via client-side JavaScript (no server involvement). |
🛡️ How to Prevent XSS
✅ 1. Escape User Input
- Convert special characters (
<
,>
,"
,'
, etc.) to HTML-safe versions. - Use built-in escaping libraries:
- Java:
StringEscapeUtils.escapeHtml4()
- JavaScript: DOMPurify, Helmet (Node.js)
- Java:
✅ 2. Use HTTP-only Cookies
- Prevents access to session cookies via JavaScript.
Set-Cookie: sessionId=xyz; HttpOnly; Secure
✅ 3. Content Security Policy (CSP)
- Restricts what scripts can run on your site.
Content-Security-Policy: default-src 'self';
✅ 4. Validate & Sanitize Input
- Use server-side and client-side validation.
- Remove or neutralize script tags, event handlers (
onclick
,onload
, etc.).
✅ 5. Use Framework Protections
- Frameworks like React, Angular, and Vue automatically escape content.
- Avoid using
innerHTML
anddocument.write()
with raw input.
🧠 In Summary
Aspect | Solution |
---|---|
Input handling | Validate & escape input |
Cookies | Use HttpOnly & Secure flags |
Scripts | Set Content Security Policy |
Output | Never trust user input in HTML |
Let me know if you want to see a code example of XSS and how to fix it!
What is WebSockets? Why do we use them instead of RESTful API? Explain this with an real time example.
🌐 What is WebSocket?
WebSocket is a communication protocol that provides full-duplex, real-time communication between a client (usually browser) and a server over a single, long-lived connection.
Unlike RESTful APIs (which use HTTP and require a new connection for each request), WebSockets maintain an open connection, allowing data to flow both ways instantly.
🔁 Key Features of WebSocket
Feature | Description |
---|---|
Full-duplex | Both client and server can send data anytime |
Low-latency | No need to wait for requests/responses |
Persistent connection | One connection is maintained throughout |
Efficient | Less overhead compared to HTTP polling |
🆚 WebSocket vs REST API
Feature | REST API (HTTP) | WebSocket |
---|---|---|
Communication | Request → Response (half-duplex) | Bi-directional (full-duplex) |
Connection | Opens and closes per request | Persistent connection |
Real-time updates | Not ideal (needs polling) | Designed for real-time |
Overhead | Higher (headers every time) | Lower after connection setup |
📦 Why Use WebSockets Instead of REST API?
We use WebSockets when we need:
- Real-time updates
- Instant communication
- Efficient use of network resources
REST APIs are better suited for:
- Simple CRUD operations
- Occasional requests
- Stateless communication
🔴 Real-Time Example: Chat Application
Using REST API:
- Client sends a message → REST POST to server
- To see new messages, client polls the server every few seconds (inefficient)
Using WebSocket:
- Client connects once → WebSocket opens
- When one user sends a message, the server immediately pushes it to other connected users
- Smooth, real-time experience like WhatsApp or Slack
🧠 Other Real-World Uses of WebSockets
- Live stock market dashboards
- Online multiplayer games
- Live sports score updates
- Collaborative tools (Google Docs, whiteboards)
✅ Conclusion
- Use WebSocket for real-time, interactive applications.
- Use REST API for traditional, stateless CRUD operations.
Would you like a code example of how WebSocket works in Java or Node.js?