What is Bat-Bit?
Stop buying more RAM. Start using better Data Structures. Bat-Bit is a high-performance C++ extension for Python that replaces standard Sets, Lists, and Objects with efficient Sparse Bitsets and Columnar Storage. 📉 Impact: 99% Less Memory for massive integer sets. 80% Less Memory for Object/Entity storage. 10x Faster insertions using Parallel Batching. Perfect for Data Science, High-Frequency Trading, and IoT processing. pip install bat-bit
Problem
Users experience high memory usage in Python applications using standard data structures like Sets and Lists, leading to inefficiency in large-scale data processing. High memory usage and slower insertions hinder performance in Data Science, High-Frequency Trading, and IoT.
Solution
A Python library (C++ extension) that replaces standard data structures with Sparse Bitsets and Columnar Storage, enabling 99% memory reduction, 80% object storage savings, and 10x faster insertions via parallel batching.
Customers
Data Scientists, High-Frequency Trading Engineers, and IoT Developers handling massive datasets requiring RAM optimization and high-speed processing.
Unique Features
Combines Sparse Bitsets (O(1) complexity) and Columnar Storage for RAM efficiency, parallelized operations for speed, and seamless integration with Python via a C++ backend.
User Comments
Reduces RAM costs significantly
Enables real-time data processing
Easy to integrate into existing Python workflows
Critical for memory-constrained environments
Superior to traditional Sets/Lists
Traction
Launched on Product Hunt, exact user/MRR data unavailable. Highlighted use cases in Data Science, HFT, and IoT. Python package available via pip install.
Market Size
The global Data Science platform market is projected to reach $79.5 billion by 2025 (MarketsandMarkets), highlighting demand for efficient data processing tools.
