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Python Code Samples

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

3 matches
Dictionaries & sets medium

LRU Cache with OrderedDict in Python

Implement an LRU cache using collections.OrderedDict to track insertion order and evict the least-recently-used item when capacity is exceeded.

lru-cache ordereddict caching
Python 
from collections import OrderedDict

class LRUCache:
    def __init__(self, capacity):
        self.capacity = capacity
        self.cache = OrderedDict()

    def get(self, key):
        if key not in self.cache:
            return -1
        self.cache.move_to_end(key)
        return self.cache[key]

    def put(sel…
14 0 Open
Caching & Redis medium

Implement a Multi-Level Cache with L1 Memory and L2 Redis in Python

This code implements a simple multi-level cache with an in-process L1 cache (via functools.lru_cache) and a mock Redis L2 cache with TTL, falling back to a slow computation on misses.

cache redis lru_cache
Python 
import time
from functools import lru_cache


class MockRedis:
    def __init__(self):
        self.store = {}

    def get(self, key):
        return self.store.get(key, None)

    def set(self, key, value, ttl=5):
        self.store[key] = (value, time.time() + ttl)

    def get_ttl(self, key):
        value, expiry…
15 0 Open
Observability & SRE medium

How to Track Cache Hit Ratio in Python

Simulate an LRU cache with hit/miss tracking and compute a real-time hit ratio from random access patterns.

cache lru hit-ratio
Python 
import random
import time
from collections import OrderedDict

class LRUCache:
    def __init__(self, capacity: int):
        self.cache = OrderedDict()
        self.capacity = capacity
        self.hits = 0
        self.misses = 0

    def get(self, key):
        if key in self.cache:
            self.hits += 1
     …
13 0 Open

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