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Python Code Samples

Medium snippets you can copy, study, and run in the browser editor.

3 matches
System design patterns medium

How to implement stale-while-revalidate caching in Python

A Python cache wrapper that returns a stale cached value with a fallback flag when the upstream fetch fails, using TTL-based freshness checks.

caching ttl resilience
Python
import time
from functools import lru_cache


class CachedService:
    def __init__(self, fetch_func, ttl=5):
        self.fetch_func = fetch_func
        self.ttl = ttl
        self._cache = {}
        self._timestamp = {}

    def get(self, key):
        now = time.time()
        if key in self._cache and now - self…
12 0 Open
Reliability & rate limiting medium

How to Implement Graceful Degradation with Feature Disabling in Python

A pattern that disables enhanced features and falls back to basic functionality when a dependency fails, with mock-based testing.

graceful-degradation feature-flags resilience
Python
import random
from unittest.mock import patch


class EnhancedFeature:
    """A feature that can gracefully degrade when a dependency is unavailable."""

    def __init__(self):
        self.feature_enabled = True

    def get_enhanced_data(self):
        """Simulate an enhanced feature that depends on external data."…
12 0 Open
Microservices patterns medium

Fallback cached response mock in Python

Wraps a mock function with a fallback to a real service and caches results to mask transient failures.

microservices caching fallback
Python
import time
from functools import wraps

class CachedMock:
    def __init__(self, cache_ttl=5):
        self.cache = {}
        self.cache_ttl = cache_ttl

    def get(self, key):
        cached = self.cache.get(key)
        if cached and time.time() - cached["timestamp"] < self.cache_ttl:
            return cached["v…
14 0 Open

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