Skytrax-Data-Warehouse VS spark-rapids

Compare Skytrax-Data-Warehouse vs spark-rapids and see what are their differences.

Skytrax-Data-Warehouse

A full data warehouse infrastructure with ETL pipelines running inside docker on Apache Airflow for data orchestration, AWS Redshift for cloud data warehouse and Metabase to serve the needs of data visualizations such as analytical dashboards. (by iam-mhaseeb)

spark-rapids

Spark RAPIDS plugin - accelerate Apache Spark with GPUs (by NVIDIA)
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Skytrax-Data-Warehouse spark-rapids
1 3
126 707
- 4.8%
0.0 9.8
almost 4 years ago 2 days ago
Python Scala
MIT License Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.

Skytrax-Data-Warehouse

Posts with mentions or reviews of Skytrax-Data-Warehouse. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-16.
  • Open source contributions for a Data Engineer?
    17 projects | /r/dataengineering | 16 Apr 2021
    Always open to accept contributions to my project (Skytrax Data Warehouse). If you are into data stuff support my work at youtube as well (One Developer Pirate), I mostly make data-oriented videos. These days I'm making a SQL course from a data analysis perspective that is expected to release in next week.

spark-rapids

Posts with mentions or reviews of spark-rapids. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-16.
  • Open source contributions for a Data Engineer?
    17 projects | /r/dataengineering | 16 Apr 2021
    His newer project, Ballista, was also donated to Apache Arrow. I hope to get the Rust skills to collaborate with him on open source work someday too. He's also doing really cool work on spark-rapids FYI.
  • Ballista: New approach for 2021
    3 projects | /r/rust | 11 Jan 2021
    So, in my day job at NVIDIA, I work on the RAPIDS Accelerator for Apache Spark, which is an open-source plugin that provides GPU-acceleration for ETL workloads, leveraging the RAPIDS cuDF GPU DataFrame library.

What are some alternatives?

When comparing Skytrax-Data-Warehouse and spark-rapids you can also consider the following projects:

airbyte - The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.

streamlit - Streamlit — A faster way to build and share data apps.

ballista - Distributed compute platform implemented in Rust, and powered by Apache Arrow.

Apache Arrow - Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing

dagster - An orchestration platform for the development, production, and observation of data assets.

meltano - Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to writing, maintaining, and scaling your own API integrations.

quinn - pyspark methods to enhance developer productivity 📣 👯 🎉

dbd - dbd is a database prototyping tool that enables data analysts and engineers to quickly load and transform data in SQL databases.

meltano

Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing

Prefect - The easiest way to build, run, and monitor data pipelines at scale.

sqlfluff - A modular SQL linter and auto-formatter with support for multiple dialects and templated code.