Observer pattern in LLD - Architecture Diagram

System Overview - Observer pattern

The Observer pattern is a design approach where one object (the subject) keeps a list of dependents (observers) and notifies them automatically of any state changes. This pattern helps in building systems where multiple components need to stay updated with changes without tight coupling.

Architecture Diagram

  +------------+       notify()       +-------------+
  |  Subject   |---------------------->|  Observer1  |
  +------------+                       +-------------+
        |                                   ^
        |                                   |
        |                                   |
        |                                   |
        |       notify()                    |
        +-------------------------------> +-------------+
                                        |  Observer2  |
                                        +-------------+

Components

Subject

service

Maintains state and notifies observers about changes

Observer1

observer

Receives updates from Subject and reacts accordingly

Observer2

observer

Receives updates from Subject and reacts accordingly

Request Flow - 2 Hops

Subject → Observer1

Subject → Observer2

Failure Scenario

Component Fails:Observer1

Impact:Observer1 does not receive updates and may have stale data

Mitigation:Subject continues notifying other observers; Observer1 can resubscribe or recover later

Architecture Quiz - 3 Questions

Which component holds the main state in the Observer pattern?

A Observer2

B Observer1

C Subject

D Load Balancer

Design Principle

The Observer pattern decouples the subject from its observers, allowing dynamic subscription and automatic updates. This promotes loose coupling and scalability in systems where multiple components depend on shared state changes.

Practice

1.

What is the main purpose of the Observer pattern in system design?

easy

A. To create a strict hierarchy of classes

B. To allow objects to automatically update when another object changes

C. To store data in a database

D. To improve the speed of a single function

Solution

1. Step 1: Understand the Observer pattern role

   The Observer pattern is designed to let one object notify others about changes automatically.

2. Step 2: Match purpose with options

   To allow objects to automatically update when another object changes correctly describes automatic updates between objects without tight coupling.

3. Final Answer:

   To allow objects to automatically update when another object changes -> Option B

4. Quick Check:

   Observer pattern = automatic updates [OK]

Hint: Observer means automatic update on change [OK]

Common Mistakes:

• Confusing Observer with data storage
• Thinking it creates class hierarchies
• Assuming it improves function speed

2.

Which of the following is the correct way to register an observer in the Observer pattern?

subject = Subject()
observer = ConcreteObserver()
# What code registers the observer?

easy

A. subject.addObserver(observer)

B. observer.subscribe(subject)

C. observer.register(subject)

D. subject.attach(observer)

Solution

1. Step 1: Recall common Observer pattern method names

   Typically, the subject has a method named attach or addObserver to register observers.

2. Step 2: Identify the most standard method

   While addObserver is used in some languages, attach is the classic and widely accepted method name.

3. Final Answer:

   subject.attach(observer) -> Option D

4. Quick Check:

   Register observer = subject.attach(observer) [OK]

Hint: Subject.attach(observer) is classic registration [OK]

Common Mistakes:

• Calling register on observer instead of subject
• Using subscribe which is not standard here
• Confusing addObserver with observer methods

3.

Given this code snippet, what will be printed?

class Subject:
    def __init__(self):
        self.observers = []
        self.state = 0
    def attach(self, observer):
        self.observers.append(observer)
    def set_state(self, state):
        self.state = state
        for obs in self.observers:
            obs.update(state)

class Observer:
    def __init__(self, name):
        self.name = name
    def update(self, state):
        print(f"{self.name} received state {state}")

subject = Subject()
obs1 = Observer('A')
obs2 = Observer('B')
subject.attach(obs1)
subject.attach(obs2)
subject.set_state(5)

medium

A. A received state 5
B received state 5

B. A received state 0
B received state 0

C. No output

D. Error: update method missing

Solution

1. Step 1: Follow the attach and set_state calls

   Observers A and B are attached to the subject. When set_state(5) is called, it updates the state and calls update(5) on each observer.

2. Step 2: Understand the update method output

   Each observer prints its name and the new state, so both print lines with state 5.

3. Final Answer:

   A received state 5 B received state 5 -> Option A

4. Quick Check:

   Observers print updated state 5 [OK]

Hint: Observers print on update call with new state [OK]

Common Mistakes:

• Thinking observers print old state
• Assuming no output without explicit print
• Confusing method names causing errors

4.

Identify the bug in this Observer pattern implementation:

class Subject:
    def __init__(self):
        self.observers = set()
    def attach(self, observer):
        self.observers.add(observer)
    def notify(self):
        for obs in self.observers:
            obs.update()

class Observer:
    def update(self, state):
        print(f"State updated to {state}")

subject = Subject()
obs = Observer()
subject.attach(obs)
subject.notify()

medium

A. Observer.update requires a state argument but notify calls without it

B. Subject.observers should be a list, not a set

C. attach method should remove observers, not add

D. notify method should not call update

Solution

1. Step 1: Check method signatures and calls

   The Observer's update method expects a state argument, but notify calls update() without any argument.

2. Step 2: Identify mismatch causing error

   This mismatch will cause a runtime error due to missing required positional argument.

3. Final Answer:

   Observer.update requires a state argument but notify calls without it -> Option A

4. Quick Check:

   Method argument mismatch causes error [OK]

Hint: Check method parameters match calls exactly [OK]

Common Mistakes:

• Ignoring missing argument errors
• Thinking sets are invalid for observers
• Misunderstanding attach method purpose

5.

You are designing a stock price alert system using the Observer pattern. Multiple clients want updates only when the stock price changes by more than 5%. How should you modify the Observer pattern to handle this efficiently?

hard

A. Make observers poll the Subject periodically for changes

B. Notify all observers on every price change regardless of amount

C. Add a threshold check in the Subject before notifying observers

D. Remove the Observer pattern and use direct method calls

Solution

1. Step 1: Understand the requirement for selective updates

   Clients want updates only if price changes exceed 5%, so notifying on every change is inefficient.

2. Step 2: Implement threshold logic in Subject

   Adding a check in the Subject to compare new price with old and notify observers only if change > 5% reduces unnecessary notifications.

3. Final Answer:

   Add a threshold check in the Subject before notifying observers -> Option C

4. Quick Check:

   Efficient notify = threshold check in Subject [OK]

Hint: Filter notifications in Subject to reduce updates [OK]

Common Mistakes:

• Not filtering updates causing overload
• Using polling which wastes resources
• Removing Observer pattern loses decoupling benefits