BloomKV
Light weight key value storage engine optimized for write heavy workloads.
Overview
This project is an LSM-tree based key-value storage engine implemented in Python, optimized for write-heavy workloads.
It is a persistent key-value store featuring:
- A Write Ahead Log (WAL) for atomicity and durability.
- An in-memory Memtable using
SortedDict. - Persistent Sorted String Tables (SSTables).
- Asynchronous, leveled compaction handled by a background worker thread (introduced in v1.0.0).
- Metadata generation for created collections
- Bloom filter functionality to prevent unnecessary disk operations for keys that we know dont exist in the collection
- Storage engine is behind a FastAPI server and can be communicated with using REST APIs.
- Supports range queries from start_key to end_key
- Can be used as an importable library for programmatic integration
- Import csv files and store them as kv pairs in a collection
Getting Started
- Detailed documentation, usage and explanation of each component is available in the docs folder.
Contributing
Contributions, issues and feature requests are welcome! Contributing ideas
- Implement a proper testing suite for different components. Unit tests, Integration Tests
- Thread safety for multi threaded programs
- UI features along with CLI and library utilisation. and many more, ideas are always welcome!
LICENSE
This project is licensed under the MIT License. See the LICENSE file for details.
1 maintainer
Metadata
1 maintainer
Release files for bloomkv 1.3.1
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| bloomkv-1.3.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 55.6 kB
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