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Top 6 Rust Spark Projects
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risingwave
Best-in-class stream processing, analytics, and management. Perform continuous analytics, or build event-driven applications, real-time ETL pipelines, and feature stores in minutes. Unified streaming and batch. PostgreSQL compatible.
Project mention: RisingWave: Process, manage, and analyze event streams with Postgres-style SQL | news.ycombinator.com | 2024-07-18 -
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blaze
Blazing-fast query execution engine speaks Apache Spark language and has Arrow-DataFusion at its core. (by kwai)
I've been keeping an eye on these kinds of Spark accelerator libraries for a while now.
How does it compare to Blaze[1] and Gluten[2]?
I'm interested in running some benchmarks soon against all three for my project to see how they all go.
[1] https://github.com/kwai/blaze
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Project mention: Amazon's Exabyte-Scale Migration from Apache Spark to Ray on Amazon EC2 | news.ycombinator.com | 2024-07-29
I wonder if similar performance can be achieved with Spark accelerator like https://github.com/apache/datafusion-comet. Of course it didn’t exist before
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sail
LakeSail's computation framework with a mission to unify stream processing, batch processing, and compute-intensive (AI) workloads. (by lakehq)
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databricks-kube-operator
A Kubernetes operator to enable GitOps style deploys for Databricks resources
Rust Spark discussion
Rust Spark related posts
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Ask HN: Fast data structures for disjoint intervals?
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DataFusion Comet: Apache Spark Accelerator
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Apache Arrow DataFusion Comet Spark Accelerator
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Show HN: SQL Polyglot
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Ideas/Suggestions around setting up a data pipeline from scratch
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biobear -- python package with minimal dependencies for bioinformatic file parsing and querying using rust and polars as the backend
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Apache Iceberg-based opensource analytics stack demo
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Index
What are some of the best open-source Spark projects in Rust? This list will help you:
Project | Stars | |
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1 | risingwave | 7,086 |
2 | blaze | 1,303 |
3 | datafusion-comet | 828 |
4 | sail | 558 |
5 | kamu-cli | 305 |
6 | databricks-kube-operator | 16 |