blaze
blaze
| blaze | blaze | |
|---|---|---|
| 1 | 8 | |
| 3,179 | 908 | |
| -0.1% | 6.1% | |
| 0.0 | 9.3 | |
| 8 months ago | 1 day ago | |
| Python | Rust | |
| BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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
blaze
- Blaze: Fast query execution engine for Apache Spark
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🐼 Pandas 2.0 Up To 32x Faster
There is a project called blaze that aims to convert Spark plans into datafusion plans to run it more efficiently.
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Run SQL on CSV, Parquet, JSON, Arrow, Unix Pipes and Google Sheet
Datafusion out performs spark by a large margin. It is on par with photon, see benchmark at https://github.com/blaze-init/blaze.
- Anouncing Blaze: A Rustified OpenCL Experience
- Blaze: A Rust-based vectorized accelerator to speed up your Spark jobs with less resources
- Blaze: A Rust-based vectorized accelerator to speed up your Spark jobs
- Blaze: a Rust-based vectorized accelerator to speed up your Spark jobs with fewer resources.
What are some alternatives?
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
incubator-gluten - Gluten is a middle layer responsible for offloading JVM-based SQL engines' execution to native engines.
Dask - Parallel computing with task scheduling
dasel - Select, put and delete data from JSON, TOML, YAML, XML and CSV files with a single tool. Supports conversion between formats and can be used as a Go package.
NumPy - The fundamental package for scientific computing with Python.
roapi - Create full-fledged APIs for slowly moving datasets without writing a single line of code.
bcolz - A columnar data container that can be compressed.
zsv - zsv+lib: tabular data swiss-army knife CLI + world's fastest (simd) CSV parser
Open Mining - Business Intelligence (BI) in Python, OLAP
octosql - OctoSQL is a query tool that allows you to join, analyse and transform data from multiple databases and file formats using SQL.
Bubbles - [NOT MAINTAINED] Bubbles – Python ETL framework
lnav - Log file navigator