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How do I use the cachetools library in Python?

An example of an AI chatbot conversation about using the cachetools library in Python.

😀
You

How do I use the cachetools library in Python?

MagicBuddy
MagicBuddy

The cachetools library provides various caching strategies for Python. You can use it to cache function results, which can improve performance.

😀
You

Can you show me a simple example of using cachetools?

MagicBuddy
MagicBuddy

Sure! Here's a basic example:

from cachetools import cached, TTLCache

# Create a cache with a time-to-live of 300 seconds
cache = TTLCache(maxsize=100, ttl=300)

@cached(cache)
def expensive_function(x):
    # Simulate a time-consuming computation
    return x * x

result = expensive_function(4)  # This will compute and cache the result
😀
You

What are the different types of caches available in cachetools?

MagicBuddy
MagicBuddy

Cachetools offers several types of caches, including:

  1. LRUCache - Least Recently Used cache.
  2. TTLCache - Time-to-live cache.
  3. RRCache - Random Replacement cache. You can choose based on your use case.
😀
You

How can I clear the cache?

MagicBuddy
MagicBuddy

You can clear the cache by calling the cache.clear() method. This will remove all items from the cache.

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