Separation of concerns in LLD - Architecture Diagram

System Overview - Separation of concerns

This system demonstrates the principle of separation of concerns by dividing responsibilities into distinct components. Each part handles a specific task, making the system easier to understand, maintain, and scale.

Architecture Diagram

User
  |
  v
Load Balancer
  |
  v
API Gateway
  |
  +-------------------+-------------------+
  |                   |                   |
Auth Service      Business Logic      Data Service
  |                   |                   |
  +-------------------+-------------------+
                      |
                      v
                  Database
                      |
                      v
                    Cache

Components

User

client

Initiates requests to the system

Load Balancer

load_balancer

Distributes incoming requests evenly to API Gateway instances

API Gateway

api_gateway

Routes requests to appropriate services and handles authentication

Auth Service

service

Handles user authentication and authorization

Business Logic

service

Processes core application rules and workflows

Data Service

service

Manages data access and communication with the database

Database

database

Stores persistent application data

Cache

cache

Stores frequently accessed data to reduce database load

Request Flow - 14 Hops

User → Load Balancer

Load Balancer → API Gateway

API Gateway → Auth Service

API Gateway → Business Logic

Business Logic → Data Service

Data Service → Cache

Cache → Data Service

Data Service → Database

Database → Data Service

Data Service → Cache

Data Service → Business Logic

Business Logic → 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 continues working by querying the database directly; cache can be restored or replaced without downtime

Architecture Quiz - 3 Questions

Which component is responsible for routing requests to the correct service?

A Load Balancer

B API Gateway

C Auth Service

D Cache

Design Principle

This architecture clearly separates concerns by dividing the system into distinct components, each with a focused responsibility. This makes the system easier to maintain, test, and scale independently.

Practice

1. What is the main purpose of separation of concerns in system design?

easy

A. To divide a system into parts that each handle a specific job

B. To combine all system functions into one module

C. To make the system run faster by using fewer parts

D. To remove all interfaces between system components

Solution

1. Step 1: Understand the concept of separation of concerns

   It means dividing a system into parts where each part has a clear, specific responsibility.

2. Step 2: Compare options with the concept

   Only To divide a system into parts that each handle a specific job describes dividing the system into parts with specific jobs, matching the concept.

3. Final Answer:

   To divide a system into parts that each handle a specific job -> Option A

4. Quick Check:

   Separation of concerns = divide system parts [OK]

Hint: Think: separate jobs make systems simpler [OK]

Common Mistakes:

• Confusing separation with combining functions
• Thinking it speeds up system by reducing parts
• Ignoring the role of interfaces

2. Which of the following is the correct way to apply separation of concerns in code structure?

easy

A. Separating UI code, business logic, and data access into different modules

B. Writing all code in one large file for easy access

C. Mixing UI logic and data processing in the same function

D. Ignoring interfaces between different parts

Solution

1. Step 1: Identify proper separation in code

   Separation of concerns means keeping UI, logic, and data handling separate.

2. Step 2: Match options to this principle

   Separating UI code, business logic, and data access into different modules correctly separates these concerns into different modules.

3. Final Answer:

   Separating UI code, business logic, and data access into different modules -> Option A

4. Quick Check:

   Separate UI, logic, data = Separating UI code, business logic, and data access into different modules [OK]

Hint: Keep UI, logic, data in separate files [OK]

Common Mistakes:

• Mixing UI and logic in one place
• Putting all code in one file
• Ignoring module boundaries

3. Consider this simplified code snippet applying separation of concerns:

class DataFetcher:
    def fetch(self):
        return "data"

class Processor:
    def process(self, data):
        return data.upper()

class UI:
    def display(self, processed_data):
        print(processed_data)

fetcher = DataFetcher()
data = fetcher.fetch()
processor = Processor()
processed = processor.process(data)
ui = UI()
ui.display(processed)

What will be printed when this code runs?

medium

A. processor

B. data

C. fetch

D. DATA

Solution

1. Step 1: Trace data flow through classes

   DataFetcher returns "data". Processor converts it to uppercase "DATA". UI prints it.

2. Step 2: Determine final output

   The UI prints the processed data, which is "DATA" in uppercase.

3. Final Answer:

   DATA -> Option D

4. Quick Check:

   Uppercase processed data = DATA [OK]

Hint: Follow data from fetch to display [OK]

Common Mistakes:

• Confusing original data with processed data
• Ignoring the uppercase conversion
• Thinking print shows method names

4. In a system designed with separation of concerns, which issue indicates a violation of this principle?

medium

A. Clear division of responsibilities between components

B. Separate modules for UI and data storage communicating via interfaces

C. A module handling both user input validation and database queries

D. Using interfaces to connect independent parts

Solution

1. Step 1: Identify violation of separation of concerns

   A module doing multiple unrelated jobs breaks the principle.

2. Step 2: Match options to violation

   A module handling both user input validation and database queries shows one module handling both validation and database queries, mixing concerns.

3. Final Answer:

   A module handling both user input validation and database queries -> Option C

4. Quick Check:

   Mixed responsibilities = violation [OK]

Hint: One module, one job only [OK]

Common Mistakes:

• Thinking interfaces cause violation
• Believing clear division is a problem
• Confusing separation with duplication

5. You are designing a web application with separation of concerns. Which design choice best supports this principle while ensuring scalability?

hard

A. Combine UI rendering, business logic, and data access in a single service

B. Use separate services for UI, business logic, and data storage connected via APIs

C. Store all data and logic in the client-side code for faster access

D. Avoid defining clear interfaces between components to reduce complexity

Solution

1. Step 1: Understand separation and scalability needs

   Separation means dividing concerns; scalability means easy to grow and maintain.

2. Step 2: Evaluate design options

   Use separate services for UI, business logic, and data storage connected via APIs uses separate services connected by APIs, which keeps concerns separate and supports scaling.

3. Final Answer:

   Use separate services for UI, business logic, and data storage connected via APIs -> Option B

4. Quick Check:

   Separate services + APIs = scalable separation [OK]

Hint: Separate services with APIs scale best [OK]

Common Mistakes:

• Combining all logic in one service
• Putting logic only on client side
• Skipping interfaces between parts