incubator-gluten
blaze
incubator-gluten | blaze | |
---|---|---|
3 | 1 | |
1,022 | 3,180 | |
6.3% | -0.1% | |
9.9 | 0.0 | |
1 day ago | 8 months ago | |
Scala | Python | |
Apache License 2.0 | BSD 3-clause "New" or "Revised" License |
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incubator-gluten
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A glimpse into the future of data processing infrastructure.
When I first learned about the Gluten project from Intel, I thought Databricks was going to be in trouble.
- FLaNK Stack for 04 December 2023
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Blaze: Fast query execution engine for Apache Spark
Interesting, looks like it is just DataFusion engine for Spark. There is a similar project: https://github.com/oap-project/gluten - it brings ClickHouse as an engine to Spark.
blaze
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Blaze: Fast query execution engine for Apache Spark
Unfortunate name overlap with an under-loved PyData project: https://blaze.pydata.org
What are some alternatives?
LearningSparkV2 - This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]
Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
opaque-sql - An encrypted data analytics platform
Dask - Parallel computing with task scheduling
blaze - Blazing-fast query execution engine speaks Apache Spark language and has Arrow-DataFusion at its core.
NumPy - The fundamental package for scientific computing with Python.
Jupyter Scala - A Scala kernel for Jupyter
bcolz - A columnar data container that can be compressed.
kyuubi - Apache Kyuubi is a distributed and multi-tenant gateway to provide serverless SQL on data warehouses and lakehouses.
Open Mining - Business Intelligence (BI) in Python, OLAP
narrator - David Attenborough narrates your life
Bubbles - [NOT MAINTAINED] Bubbles – Python ETL framework