Building a serverless Data Lakehouse from spare parts

August 10, 2023 Β· Declared Dead Β· πŸ› VLDB Workshops

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Authors Jacopo Tagliabue, Ciro Greco, Luca Bigon arXiv ID 2308.05368 Category cs.DB: Databases Cross-listed cs.DC, cs.SE Citations 10 Venue VLDB Workshops Last Checked 5 months ago
Abstract
The recently proposed Data Lakehouse architecture is built on open file formats, performance, and first-class support for data transformation, BI and data science: while the vision stresses the importance of lowering the barrier for data work, existing implementations often struggle to live up to user expectations. At Bauplan, we decided to build a new serverless platform to fulfill the Lakehouse vision. Since building from scratch is a challenge unfit for a startup, we started by re-using (sometimes unconventionally) existing projects, and then investing in improving the areas that would give us the highest marginal gains for the developer experience. In this work, we review user experience, high-level architecture and tooling decisions, and conclude by sharing plans for future development.
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