A binary encoding library designed for efficient data storage and transportation in trading platforms.
Project description
Midas Binary Encoding (MBN)
Disclaimer
The Midas Binary Encoding (MBN) library is heavily inspired by and directly influenced by the Databento DBN library. When starting this project, I was new to Rust and binary encoding, and much of the initial development was based on learning from and building upon Databento's DBN implementation. While MBN will continue to evolve into its own implementation, it is important to acknowledge the foundational inspiration provided by Databento's work.
Overview
The Midas Binary Encoding (MBN) library is a foundational component of the Midas ecosystem. It serves as the shared protocol for encoding and decoding data across all Midas system components. Although users typically do not interact with MBN directly, it plays a crucial role in ensuring seamless data exchange between:
- Midas Server: Data storage and API backend.
- MidasTrader: Core backtesting and live trading engine.
- Midas Shell: Command-line and REPL interface.
- Midas GUI: Frontend visualization and analysis.
MBN functions similarly to protocol buffers, providing a structured and efficient binary format for data serialization and deserialization.
Installation
Rust Installation
Add MBN to your Rust project's Cargo.toml:
[dependencies]
mbn = { git = "https://github.com/midassystems/mbn.git", branch = "main" }
Python Installation
For Python, MBN must be installed from source:
-
Clone the repository:
git clone https://github.com/midassystems/mbn.git cd mbn/mbn_python
-
Install dependencies:
pip install -r requirements.txt
-
Build the package:
./test.sh
**Select build when prompted
-
Navigate to the desired installation location and install the built package:
cd mbn/mbn_python pip install dist/*.whl
Future Plans
- Extend schema support for additional data types.
- Optimize encoding and decoding for larger datasets.
Contributing
Contributions are welcome! Feel free to open an issue or submit a pull request with suggestions or improvements.
License
This project is licensed under the Apache 2.0 License. See the LICENSE file for details.
Project details
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