Circuit breaker pattern in HLD - Interactive Code Practice

Practice - 5 Tasks

1fill in blank

easy

Complete the code to define the state when the circuit breaker allows requests.

HLD

state = "[1]"  # State when requests are allowed

Drag options to blanks, or click blank then click option'

AHalf-Open

BOpen

CClosed

DDisabled

Attempts:

3 left

💡 Hint

Common Mistakes

Choosing 'Open' which actually blocks requests.

Confusing 'Half-Open' with the normal state.

The Closed state means the circuit breaker allows requests to pass through normally.

2fill in blank

medium

Complete the code to specify the state when the circuit breaker blocks requests.

HLD

if failure_count > threshold:
    state = "[1]"  # Block requests

Drag options to blanks, or click blank then click option'

AOpen

BClosed

CHalf-Open

DDisabled

Attempts:

3 left

💡 Hint

Common Mistakes

Choosing 'Closed' which allows requests.

Confusing 'Half-Open' with the blocking state.

The Open state means the circuit breaker blocks requests to prevent further failures.

3fill in blank

hard

Fix the error in the code to transition the circuit breaker to the state that tests if the system has recovered.

HLD

if timeout_expired:
    state = "[1]"  # Test system recovery

Drag options to blanks, or click blank then click option'

ADisabled

BClosed

COpen

DHalf-Open

Attempts:

3 left

💡 Hint

Common Mistakes

Using 'Open' which keeps blocking requests.

Using 'Closed' which allows all requests without testing.

The Half-Open state allows a limited number of requests to test if the system has recovered.

4fill in blank

hard

Fill both blanks to complete the request handling logic in the circuit breaker.

HLD

if state == "[1]":
    allow_request = True
elif state == "[2]":
    allow_request = False

Drag options to blanks, or click blank then click option'

AClosed

BOpen

CHalf-Open

DDisabled

Attempts:

3 left

💡 Hint

Common Mistakes

Swapping the states and their meanings.

Using 'Disabled' which is not part of normal flow.

Requests are allowed in Closed state and blocked in Open state.

5fill in blank

hard

Fill all three blanks to complete the dictionary representing circuit breaker states and their descriptions.

HLD

states = {
    "Closed": "[1]",
    "Open": "[2]",
    "Half-Open": "[3]"
}

Drag options to blanks, or click blank then click option'

ARequests allowed

BRequests blocked

CTest limited requests

DSystem disabled

Attempts:

3 left

💡 Hint

Common Mistakes

Mixing descriptions between states.

Including 'System disabled' which is not a standard state.

The Closed state means requests are allowed, Open means requests are blocked, and Half-Open means testing limited requests.

Practice

1. What is the primary purpose of the circuit breaker pattern in system design?

easy

A. To prevent repeated calls to a failing service and improve system stability

B. To increase the number of requests sent to a service

C. To store user session data efficiently

D. To encrypt data during transmission

Solution

1. Step 1: Understand the circuit breaker pattern role

   The circuit breaker pattern is designed to stop sending requests to a service that is failing repeatedly to avoid wasting resources and cascading failures.

2. Step 2: Identify the main benefit

   By preventing repeated calls to a failing service, it helps maintain overall system stability and improves user experience by failing fast.

3. Final Answer:

   To prevent repeated calls to a failing service and improve system stability -> Option A

4. Quick Check:

   Circuit breaker purpose = prevent repeated failing calls [OK]

Hint: Circuit breaker stops calls to failing services fast [OK]

Common Mistakes:

• Confusing circuit breaker with caching
• Thinking it increases request volume
• Mixing it up with encryption or session management

2. Which of the following correctly describes the open state in a circuit breaker?

easy

A. The circuit breaker allows all requests to pass through

B. The circuit breaker resets all counters to zero

C. The circuit breaker tests a limited number of requests

D. The circuit breaker blocks all requests to the failing service

Solution

1. Step 1: Recall the circuit breaker states

   The circuit breaker has three states: closed (normal operation), open (blocking requests), and half-open (testing requests).

2. Step 2: Define the open state behavior

   In the open state, the circuit breaker blocks all requests to the failing service to prevent further failures.

3. Final Answer:

   The circuit breaker blocks all requests to the failing service -> Option D

4. Quick Check:

   Open state = block requests [OK]

Hint: Open state means block all requests [OK]

Common Mistakes:

• Confusing open with closed or half-open states
• Thinking open state allows requests
• Assuming counters reset in open state

3. Consider this simplified pseudocode for a circuit breaker:

if failure_count > threshold:
    state = 'open'
if state == 'open':
    return 'fail fast'
else:
    call_service()

What will happen if failure_count exceeds the threshold?

medium

A. The service call will continue normally

B. The circuit breaker will enter half-open state

C. The circuit breaker will return 'fail fast' without calling the service

D. The failure count will reset automatically

Solution

1. Step 1: Analyze the condition for failure count

   If failure_count is greater than threshold, the state is set to 'open'.

2. Step 2: Check behavior when state is 'open'

   When state is 'open', the code returns 'fail fast' and does not call the service.

3. Final Answer:

   The circuit breaker will return 'fail fast' without calling the service -> Option C

4. Quick Check:

   Failure count > threshold = fail fast [OK]

Hint: Open state returns fail fast, no service call [OK]

Common Mistakes:

• Assuming service call still happens
• Confusing open with half-open state
• Thinking failure count resets automatically

4. A circuit breaker is stuck in the open state and never transitions to half-open. What is the most likely cause?

medium

A. The timeout to reset the circuit breaker is missing or too long

B. The service is always healthy

C. The failure count threshold is set too low

D. The circuit breaker is not counting failures

Solution

1. Step 1: Understand state transitions in circuit breaker

   The circuit breaker moves from open to half-open after a timeout period to test if the service has recovered.

2. Step 2: Identify cause of stuck open state

   If the timeout is missing or set too long, the circuit breaker will never try half-open state and remain open indefinitely.

3. Final Answer:

   The timeout to reset the circuit breaker is missing or too long -> Option A

4. Quick Check:

   Missing timeout causes stuck open state [OK]

Hint: Timeout missing or too long keeps breaker open [OK]

Common Mistakes:

• Confusing failure threshold with timeout
• Assuming service health affects state directly
• Ignoring the role of failure counting

5. You design a system using the circuit breaker pattern to call a payment service. The service fails intermittently. How should you configure the circuit breaker to balance availability and fault tolerance?

hard

A. Set a high failure threshold and long timeout to avoid blocking the service too soon

B. Set a low failure threshold and short timeout to quickly block and retry the service

C. Disable the circuit breaker to avoid blocking any requests

D. Set failure threshold to zero to block all requests immediately

Solution

1. Step 1: Understand intermittent failure impact

   Intermittent failures mean the service sometimes works and sometimes fails, so quick detection and retry is important.

2. Step 2: Choose configuration for balance

   A low failure threshold and short timeout allow the circuit breaker to quickly block failing calls and retry soon, improving fault tolerance and availability.

3. Final Answer:

   Set a low failure threshold and short timeout to quickly block and retry the service -> Option B

4. Quick Check:

   Low threshold + short timeout balances availability and fault tolerance [OK]

Hint: Low threshold and short timeout balance retries and blocking [OK]

Common Mistakes:

• Setting threshold too high delays failure detection
• Disabling circuit breaker risks cascading failures
• Setting threshold zero blocks all requests unnecessarily