LakeSail

What is LakeSail?

LakeSail is an open-source Rust framework designed to unify stream processing, batch processing, and compute-intensive (AI) workloads. It aims to provide a developer-friendly, interoperable, and observable platform for Big Data and AI, offering a seamless transition from Apache Spark. LakeSail features a drop-in replacement for Spark SQL and the Spark DataFrame API, promising significant performance improvements and cost savings.

How to use LakeSail?

LakeSail can be used as a drop-in replacement for Spark SQL and the Spark DataFrame API. Installation is done via pip (pysail[spark]). A Sail server can be started and connected to from PySpark with minimal code changes. Kubernetes deployment is also supported.

LakeSail’s Core Features

Unification of stream, batch, and AI workloads Drop-in replacement for Spark SQL and DataFrame API Powered by Rust for stellar performance Commercial support options available

LakeSail’s Use Cases

• Big Data processing for AI applications
• Replacing Apache Spark workloads for improved performance and reduced costs