When to use which structural pattern in LLD - Architecture Diagram

System Overview - When to use which structural pattern

This system helps developers decide which structural design pattern to use based on their software needs. It guides users through common scenarios and suggests the best pattern to organize code structure for maintainability, scalability, and clarity.

Architecture Diagram

User
  |
  v
Load Balancer
  |
  v
API Gateway
  |
  v
Decision Service <--> Pattern Knowledge Base
  |
  v
Response Service
  |
  v
Cache
  |
  v
Database

Components

User

user

Person requesting pattern advice

Load Balancer

load_balancer

Distributes incoming requests evenly to backend services

API Gateway

api_gateway

Handles client requests, routes to appropriate services

Decision Service

service

Analyzes user input and selects the best structural pattern

Pattern Knowledge Base

database

Stores information about structural patterns and usage scenarios

Response Service

service

Formats and sends pattern recommendation back to user

Cache

cache

Stores recent pattern recommendations for faster response

Database

database

Persistent storage for user queries and pattern data

Request Flow - 12 Hops

User → Load Balancer

Load Balancer → API Gateway

API Gateway → Cache

Cache → API Gateway

API Gateway → Decision Service

Decision Service → Pattern Knowledge Base

Pattern Knowledge Base → Decision Service

Decision Service → Cache

Decision Service → Response Service

Response Service → API Gateway

API Gateway → Load Balancer

Load Balancer → User

Failure Scenario

Component Fails:Cache

Impact:Cache misses increase, causing more database queries and higher latency

Mitigation:System falls back to querying Pattern Knowledge Base directly; add cache replication and monitoring to reduce downtime

Architecture Quiz - 3 Questions

Which component first checks if a pattern recommendation is already available to speed up response?

A API Gateway

B Decision Service

C Cache

D Load Balancer

Design Principle

This architecture demonstrates the use of caching to improve response times and reduce load on the database. It also shows separation of concerns by dividing responsibilities among services: decision making, data storage, and response formatting. Load balancing ensures scalability and availability.

Practice

1. Which structural pattern is best suited for representing part-whole hierarchies like folders and files in a system?

easy

A. Facade pattern

B. Composite pattern

C. Proxy pattern

D. Decorator pattern

Solution

1. Step 1: Understand the problem context

   Part-whole hierarchies like folders and files form tree structures where each node can be a composite or a leaf.

2. Step 2: Match the pattern to the structure

   The Composite pattern is designed to treat individual objects and compositions uniformly, perfect for tree-like structures.

3. Final Answer:

   Composite pattern -> Option B

4. Quick Check:

   Tree structures = Composite pattern [OK]

Hint: Tree or hierarchy? Use Composite pattern [OK]

Common Mistakes:

• Confusing Decorator with Composite
• Using Proxy for hierarchy management
• Choosing Facade for internal structure

2. Which pattern should you use if you want to add responsibilities to objects dynamically without changing their class?

easy

A. Proxy pattern

B. Facade pattern

C. Composite pattern

D. Decorator pattern

Solution

1. Step 1: Identify the need to add features dynamically

   When you want to add new behavior to objects at runtime without altering their class, you need a flexible pattern.

2. Step 2: Select the pattern that wraps objects

   The Decorator pattern wraps objects to add responsibilities dynamically, without changing the original class.

3. Final Answer:

   Decorator pattern -> Option D

4. Quick Check:

   Add features dynamically = Decorator [OK]

Hint: Add features on the fly? Use Decorator [OK]

Common Mistakes:

• Choosing Proxy instead of Decorator
• Using Facade to add features
• Confusing Composite with Decorator

3. Consider a system where you want to control access to a resource and add lazy loading. Which structural pattern fits best?

class ResourceProxy {
  constructor() {
    this.resource = null;
  }
  access() {
    if (!this.resource) {
      this.resource = new RealResource();
    }
    return this.resource;
  }
}

medium

A. Proxy pattern

B. Decorator pattern

C. Composite pattern

D. Facade pattern

Solution

1. Step 1: Analyze the code behavior

   The code delays creating the real resource until it is accessed, controlling access and adding lazy loading.

2. Step 2: Identify the matching pattern

   This behavior matches the Proxy pattern, which controls access to another object and can add lazy initialization.

3. Final Answer:

   Proxy pattern -> Option A

4. Quick Check:

   Control access + lazy load = Proxy [OK]

Hint: Control access or lazy load? Use Proxy [OK]

Common Mistakes:

• Confusing Proxy with Decorator
• Using Facade for access control
• Choosing Composite for resource control

4. You have a complex subsystem with many classes. You want to provide a simple interface to clients. Which pattern should you use? A developer wrote this code but clients still see complex calls:

class ComplexSystem {
  operationA() {}
  operationB() {}
  operationC() {}
}

class SimpleInterface {
  constructor() {
    this.system = new ComplexSystem();
  }
  simpleOperation() {
    this.system.operationA();
    this.system.operationB();
    this.system.operationC();
  }
}

What is the likely mistake?

medium

A. They did not hide the ComplexSystem instance properly

B. They used Proxy instead of Facade

C. They used Composite instead of Facade

D. They forgot to add Decorator to SimpleInterface

Solution

1. Step 1: Understand Facade pattern purpose

   Facade provides a simple interface hiding complex subsystem details from clients.

2. Step 2: Identify the mistake in code usage

   If clients still see complex calls, likely the ComplexSystem instance is exposed or clients bypass the Facade.

3. Final Answer:

   They did not hide the ComplexSystem instance properly -> Option A

4. Quick Check:

   Facade hides complexity = hide subsystem [OK]

Hint: Facade hides complexity; don't expose subsystem [OK]

Common Mistakes:

• Confusing Proxy with Facade
• Exposing subsystem objects to clients
• Using Decorator to simplify interface

5. You are designing a graphic editor. You want to represent shapes that can be simple (circle, square) or groups of shapes. You also want to add features like border color dynamically and control access to some shapes. Which combination of structural patterns should you use?

hard

A. Facade for groups, Proxy for features, Composite for access control

B. Decorator for groups, Composite for features, Facade for access control

C. Composite for groups, Decorator for features, Proxy for access control

D. Proxy for groups, Facade for features, Decorator for access control

Solution

1. Step 1: Match patterns to requirements

   Groups of shapes form tree structures best handled by Composite. Adding features dynamically fits Decorator. Controlling access fits Proxy.

2. Step 2: Combine patterns correctly

   Use Composite for shape groups, Decorator to add border color dynamically, and Proxy to control access to shapes.

3. Final Answer:

   Composite for groups, Decorator for features, Proxy for access control -> Option C

4. Quick Check:

   Groups=Composite, Features=Decorator, Access=Proxy [OK]

Hint: Groups=Composite, Features=Decorator, Access=Proxy [OK]

Common Mistakes:

• Mixing Facade with group representation
• Using Proxy for adding features
• Confusing Decorator with access control