A fast RocksDB wrapper for Python using pybind11.
Project description
pyrex-rocksdb
A python wrapper, for the C++ version of RocksDB.
Motivation
rocksdb python wrappers are broken. This is yet another attempt to create a working python wrapper for rocksdb.
Example usage:
Check the test.py file.
Installation
Note on CICD
The wheels provided are not completely platform-independent at the moment. I heavily rely on github actions to develop since I don't own mac or windows machines. The CICD workflow for package builds is under development A windows/macos/linux build was successful, but further development is needed.Linux/WSL
The library comes with RocksDB 9 pre-packaged and statically linked.
Install simply with
pip install pyrex-rocksdb
A version that dynamically links Ubuntu's rocksdb was also tried, but presented runtime errors in Ubuntu 24 default rocksdb (v9).
MacOS/Windows
There is an early version of the library in pypi for windows and MacOS.
Build and Use the Wrapper: After saving the files, follow these steps to build and use your Python wrapper:
Prerequisites:
-
RocksDB C++ Library Installed (headers and libraries accessible). (in Ubuntu
sudo apt-get install librocksdbmay suffice) -
C++11 compatible compiler (e.g., g++ or clang++).
-
Python 3.7+ and its development headers.
-
Python pybind11 package:
pip install pybind11
Python setuptools package: pip install --upgrade setuptools
Adjust setup.py (if needed):
Open setup.py and verify that include_dirs and library_dirs correctly point to your RocksDB installation paths.
If RocksDB is not in /usr/local/include or /usr/local/lib, update these paths.
If RocksDB was built with specific compression libraries (like Snappy, Zlib, LZ4, Zstandard), add their corresponding names (e.g., 'snappy', 'z') to the libraries list.
Compile the Wrapper: Navigate to the directory containing rocksdb_wrapper.cpp and setup.py in your terminal, and run:
# build with pyproject.toml (uses setup.py for some programmatic parts)
pip install build
python -m build
For PyPi compatible build
Either rely on the CICD/Actions to work, or use a local .toml:
cibuildwheel --platform linux --config-file pyproject_localbuild.toml
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