What does it do?
You can easily perform powerful caching operations in Python as fast as possible. This can make your application a lot faster and it can be a good choice in complex applications. Ideal for optimizing large-scale applications with efficient, low-overhead caching.
Key Features:
- 🚀 Extremely fast (10-50x faster than other caching libraries - benchmarks)
- 📊 Minimal memory footprint
- 🔥 Full-featured and user-friendly
- 🧶 Completely thread-safe
- 🔧 Tested and correct
- [R] written in Rust for maximum performance
- 🤝 Compatible with Python 3.10+ (PyPy and CPython)
- 📦 Supports 7 advanced caching algorithms
When do I need caching?
-
📈 Frequent Data Access
If you need to access the same data multiple times, caching can help reduce the number of database queries or API calls, improving performance. -
💎 Expensive Operations
If you have operations that are computationally expensive, caching can help reduce the number of times these operations need to be performed. -
🚗 High Traffic Scenarios
If your application handles high traffic, caching can help reduce the load on your server by reducing the number of requests that need to be processed. -
#️⃣ Web Page Rendering
If you are rendering web pages, caching can help reduce the time it takes to generate the page by caching the results of expensive rendering operations. Caching HTML pages can speed up the delivery of static content. -
🚧 Rate Limiting
If you have a rate limiting system in place, caching can help reduce the number of requests that need to be processed by the rate limiter. Also, caching can help you to manage rate limits imposed by third-party APIs by reducing the number of requests sent. -
🤖 Machine Learning Models
If your application frequently makes predictions using the same input data, caching the results can save computation time.
Why cachebox?
-
⚡ Rust
It uses the Rust language for high-performance. -
🧮 SwissTable
It uses Google's high-performance SwissTable hash map. Thanks to hashbrown. -
✨ Low memory usage
It has very low memory usage. -
⭐ Zero Dependency
As we said,cacheboxis written in Rust so you don't have to install any other dependencies. -
🧶 Thread safe
It's completely thread-safe and uses Rust mutex to prevent problems. -
👌 Easy To Use
You only need to import it and choose a cache implementation to use. -
🚫 Avoids Cache Stampede
It avoids cache stampede by using a distributed lock system.
Installation
cachebox is installable via pip:
pip3 install -U cachebox
Examples
The simplest example of cachebox could look like this:
import cachebox
@cachebox.cached(cachebox.FIFOCache(maxsize=128))
def factorial(number: int) -> int:
fact = 1
for num in range(2, number + 1):
fact *= num
return fact
assert factorial(5) == 125
# coroutines are also supported
@cachebox.cached(cachebox.LRUCache(maxsize=128))
async def make_request(method: str, url: str) -> dict:
response = await client.request(method, url)
return response.json()
Unlike functools.lru_cache and other caching libraries, cachebox can copy dict, list, and set objects.
@cachebox.cached(cachebox.LRUCache(maxsize=128))
def make_dict(name: str, age: int) -> dict:
return {"name": name, "age": age}
>
d = make_dict("cachebox", 10)
assert d == {"name": "cachebox", "age": 10}
d["new-key"] = "new-value"
d2 = make_dict("cachebox", 10)
# `d2` will be `{"name": "cachebox", "age": 10, "new-key": "new-value"}` if you use other libraries
assert d2 == {"name": "cachebox", "age": 10}
You can use cache algorithms without the cached decorator -- just import the cache algorithm you want and use it like a dictionary.
from cachebox import FIFOCache
cache = FIFOCache(maxsize=128)
cache["key"] = "value"
assert cache["key"] == "value"
# You can also use `cache.get(key, default)`
assert cache.get("key") == "value"
Learn more
Read the documentation for full information and learn more: Documentation
Contributors
License
This repository is licensed under the MIT License
1 maintainer
Metadata
1 maintainer
Release files for cachebox 6.2.8
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