System design patterns
Sharding, load balancing, CAP tradeoffs, and scaling patterns — interview and production ready.
Facade Pattern in Python with Mock Simplification
This code demonstrates the Facade pattern by hiding complex subsystem interactions behind a simple start/stop interface, and adds a MockFacade for testing failure scenarios.
class SubsystemA:
def operation_a(self):
return "Subsystem A: ready"
class SubsystemB:
def operation_b(self):
return "Subsystem B: ready"
class SubsystemC:
def operation_c(self):
return "Subsystem C: ready"
class Facade:
def __init__(self):
self._a = SubsystemA()
…
How to Migrate a Legacy Facade with the Strangler Fig Pattern in Python
Use a facade to wrap a legacy API and incrementally migrate callers to a modern interface, following the strangler fig pattern.
class LegacyAPI:
"""Simulates the legacy system's raw interface."""
def get_user(self, user_id):
return {"id": user_id, "name": "Alice", "legacy": True}
class UserService:
"""Facade that wraps the legacy system with a modern interface."""
def __init__(self, legacy_api=None):
self.lega…
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System design patterns — Python code examples
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