a Polars Interface to kdb+/q

• Python, Getting Started
• Rust
• R, rpolars with kola based on rpolars

• open source and free for the latest Linux, macOS, and Windows
• the most efficient/fastest way to
  • query data from kdb+
  • send non-kdb data to kdb+
• extremely fast dataframe operations powered by polars
• support the latest Python version
• core parts (uncompression and deserialization) are in Rust
  • c level performance
  • better memory management, 30%-50% less memory when querying data from kdb
  • better deserialization performance using parallel computing
• a much bigger and more active polars community to support the dataframe interface
• most machine learning packages are going to support polars directly
• there is no need to know kdb+/q knowledge for Python developers