roma-glushko/hyx: 🧘‍♀️ Lightweight fault tolerant primitives for yo...

🧘‍♂️️Lightweight fault tolerance primitives for your resilient and modern Python microservices

Hyx (/ˈhʌɪx/) is a set of well-known stability patterns that are commonly needed when you build microservice-based applications. Hyx is meant to be Hystrix (Java), resilience4j (Java) or Polly (C#) but for the Python world.

Key Features

Implements five commonly used resiliency patterns with various configurations based on advice and experience of industry leaders (e.g. AWS, Google, Netflix)
Idiomatic Pythonic implementation based on decorators and context managers
AsyncIO Native Implementation
Lightweight. Readable Codebase. High Test Coverage

Hyx can be installed from PyPi:

pip install hyx

# or via poetry
poetry add hyx

Component	Problem	Solution	Implemented?
🔁 Retry	The failures happen sometimes, but they self-recover after a short time	Automatically retry operation on temporary failures	✅
💾 Cache
⚡️ Circuit Breaker	When downstream microservices have got overloaded, sending even more load can make the situation only worse.	Stop doing requests to your failing microservice temporarily if amount of errors exceeded expected thresholds. Then see if the given time helped the microservice to recover	✅
⏱ Timeout	Sometimes operations may take too much time. We cannot wait that long or after that time the success is unlikely	Bound waiting to a reasonable amount of time	✅
🚰 Bulkhead	If executed without control, some code can take too much resources and put down the whole application (and upstream services) or cause slowness of other places of the application	Fix the amount of calls to the code, queue other calls and fail calls that goes beyond your capacity	✅
🏃‍♂️ Rate Limiter	The microservice can be requested with any rate even one that can put it down if happens by accident	Limit the rate your system can be accessed by	✅
🤝 Fallback	Nothing can guarantee you that your dependencies will work. What would you do when it's failing?	Degrade gracefully by defining some default values or placeholders if your dependencies are down	✅