What is TensorBase
TensorBase is a new big data warehousing with modern efforts.
TensorBase is building on top of Rust, Apache Arrow and Arrow DataFusion.
TensorBase hopes to change the status quo of bigdata system as follows:
- low efficiency (in the name of 'scalable')
- hard to use (for end users) and understand (for developers)
- not evolving with modern infrastructures (OS, hardware, engineering...)
🚀 Quick News
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TensorBase Join the Summer 2021 of Open Source Promotion Plan
If you are a student from anywhere in the world and are interested in contributing to TensorBase with sponsorship, it is a very good opportunity to apply for this plan to work together with TensorBase's core contributors. You will have a deep understanding on how to code for one industry level big data infrastructure after the summer journey to TensorBase.
See the tasks page here. TensorBase is waiting for you!
Features
- Out-of-the-box to play ( get started just now )
- Lighting fast architectural performance in Rust ( real-world benchmarks )
- Modern redesigned columnar storage
- Top performance network transport server
- ClickHouse compatible syntax
- Green installation with DBA-Free ops
- Reliability and high availability (WIP)
- Cluster (WIP)
- Cloud-Native Adaptation (WIP)
- Arrow dataLake (...)
Architecture (in 10,000 meters altitude)
Quick Start
Benchmarks
TensorBase is lighting fast. TensorBase has shown better performance than that of ClickHouse in simple aggregation query on 1.47-billion rows NYC Taxi Dataset.
TensorBase has enabled full workflow for TPC-H benchmarks from data ingestion to query.
More detail about all benchmarks seen in benchmarks.
Roadmap
Working Groups
Working Group - Engineering
This is a wg for engineering related topics, like codes or features.
Working Group - Database
This is a higher kind wg for database related topics, like ideas from papers.
Join these working groups on the Discussions or on Discord server.
Communications
Wechat group or other more are on community
Contributing
Read the Contributing.
Documents (WIP)
More documents will be prepared soon.
Read the Documents.
License
TensorBase is distributed under the terms of the Apache License (Version 2.0), which is a commercial-friendly open source license.
It is greatly appreciated that,
- you could give this project a star, if you think these got from TensorBase are helpful.
- you could indicate yourself in Who is Using TensorBase, if you are using TensorBase in any project, product or service.
- you could contribute your changes back to TensorBase, if you want your changes could be helpful for more people.
Your encouragements and helps can make more people realize the value of the project, and motivate the developers and contributors of TensorBase to move forward.
See LICENSE for details.