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Sail 0.2: Spark replacement in Rust, runs 4x faster, drop-in PySpark compatible

14 点作者 chenxi96496 个月前

1 comment

chenxi96496 个月前
Previous discussion in September when they didn&#x27;t have distributed processing: <a href="https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=41496033">https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=41496033</a><p>Github Repo: <a href="https:&#x2F;&#x2F;github.com&#x2F;lakehq&#x2F;sail">https:&#x2F;&#x2F;github.com&#x2F;lakehq&#x2F;sail</a><p>Few interesting notes:<p>- Benchmarks show 4x faster than Spark on TPC-H with 94% cost reduction.<p>- Currently at 65.7% PySpark test compatibility(they talk about this in more detail in the post)<p>- Built in Rust using Tokio runtime and Arrow IPC for high performance<p>- Already supports 79&#x2F;99 TPC-DS queries
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