circuit breaker design pattern
{{Short description|Software development pattern}}
The Circuit Breaker is a design pattern commonly used in software development to improve system resilience and fault tolerance. Circuit breaker pattern can prevent cascading failures particularly in distributed systems.{{Cite book |title=Machine Learning in Microservices Productionizing Microservices Architecture for Machine Learning Solutions |publisher=Packt Publishing |year=2023 |isbn=9781804612149}} In distributed systems, the Circuit Breaker pattern can be used to monitor service health and can detect failures dynamically. Unlike timeout-based methods, which can lead to delayed error responses or the premature failure of healthy requests, the Circuit Breaker pattern can proactively identify unresponsive services and can prevent repeated attempts. This approach can enhance the user experience. {{Cite book |last=Richards |first=Mark |title=Microservices AntiPatterns and Pitfalls |publisher=O'Reilly}}
The circuit breaker pattern can be used in conjunction with other patterns, such as retry, fallback, and timeout, to enhance fault tolerance in systems. {{Cite book |title=Kubernetes Native Microservices with Quarkus and MicroProfile |publisher=Manning |year=2022 |isbn=9781638357155}}
Challenges
According to Marc Brooker, circuit breakers can misinterpret a partial failure as total system failure and inadvertently bring down the entire system. In particular, sharded systems and cell-based architectures are vulnerable to this issue. A workaround is that the server indicates to the client which specific part is overloaded and the client uses a corresponding mini circuit breaker. However, this workaround can be complex and expensive.{{Cite book |title=Understanding Distributed Systems |isbn=9781838430214}}{{Cite web |title=Will circuit breakers solve my problems? |url=https://brooker.co.za/blog/2022/02/16/circuit-breakers.html}}
Different states of circuit breaker
- Closed
- Open
- Half-open
= Closed state =
File:Circuit Breaker -Closed state.png
When everything is normal, the circuit breakers remain closed, and all the requests pass through to the services. If the number of failures increases beyond the threshold, the circuit breaker trips and goes into an open state.
{{clear}}
= Open state =
File:Circuit Breaker -Openstate.png
In this state circuit breaker returns an error immediately without even invoking the services. The Circuit breakers move into the half-open state after a timeout period elapses. Usually, it will have a monitoring system where the timeout will be specified.
{{clear}}
= Half-open state =
File:Circuit Breaker -Half Open state.png
In this state, the circuit breaker allows a limited number of requests from the service to pass through and invoke the operation. If the requests are successful, then the circuit breaker will go to the closed state. However, if the requests continue to fail, then it goes back to open state.
References
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External links
- [https://web.archive.org/web/20100625035128/http://artur.ejsmont.org/blog/PHP-Circuit-Breaker-initial-Zend-Framework-proposal Example of PHP implementation with diagrams]
- [https://code.4noobz.net/retry-pattern-with-polly/ Example of Retry Pattern with Polly using C#]
- [http://www.lybecker.com/blog/2013/08/07/automatic-retry-and-circuit-breaker-made-easy/ Example of C# implementation from Anders Lybeckers using Polly]
- [https://www.nuget.org/packages/Polly/ Polly NuGet package]
- [https://github.com/alexandrnikitin/CircuitBreaker.Net Example of C# implementation from Alexandr Nikitin]
- [https://pypi.org/project/pybreaker/ Implementation in Python]
- [https://www.infoworld.com/article/2824163/stability-patterns-applied-in-a-restful-architecture.html Stability patterns applied in a RESTful architecture]
- [https://martinfowler.com/bliki/CircuitBreaker.html Martin Fowler Bliki]