Redis-Backed Data Structures for Python
Redis-backed Python data structures that function like built-ins but store data on a Redis server, enabling shared access across distributed systems.
🚀 Features
- Drop-in Replacements: Use familiar Python data structures (
list,dict,set, etc.) with minimal changes to your code. - Redis-Powered: Data is stored on the Redis server, enabling easy sharing across processes, services, or systems.
- Seamless Integration: Works like native Python data structures while leveraging Redis for distributed use cases.
📥 Installation
Install the library using pip:
pip install py_redis_ds
💡 Usage
Here’s a quick example of how to use a Redis-backed list:
from py_redis_ds.builtins import List
from redis import Redis
redis = Redis()
# Initialize a Redis-backed list
rlist = List(name="my_shared_list", redis=redis)
# Add elements
rlist.append("Hello")
rlist.append("World")
# Access elements
print(rlist[0]) # Output: Hello
# Iterate through the list
for item in rlist:
print(item)
# Shared access in another script or service
rlist2 = List(name="my_shared_list", redis=redis)
print(rlist2[1]) # Output: World
📚 Supported Data Structures
| Data Structure | Redis-Backed Equivalent |
|---|---|
list |
py_redis_ds.builtins.List |
dict |
py_redis_ds.builtins.Dict |
set |
py_redis_ds.builtins.Set |
queue.Queue |
py_redis_ds.queue.Queue |
queue.LifoQueue |
py_redis_ds.queue.LifoQueue |
queue.PriorityQueue |
py_redis_ds.queue.PriorityQueue |
collections.deque |
py_redis_ds.collections.Deque |
collections.defaultdict |
py_redis_ds.collections.DefaultDict |
(Support for more data structures coming soon!)
🌟 Why Use Redis-Backed Structures?
- Shared State: Easily share data between processes, microservices, or distributed systems.
- Scalability: Offload data storage to Redis, reducing memory usage in individual processes.
- Simplicity: Use familiar Python syntax while leveraging Redis's power.
🤝 Contributing
Contributions are welcome! Please check out our CONTRIBUTING.md for guidelines.
📜 License
This project is licensed under the MIT License. See the LICENSE file for details.
We’re excited to see how you use Redis-Backed Data Structures! If you have any questions or feedback, feel free to open an issue or start a discussion.
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