Databend
Databend is a modern Elasticity and Performance cloud data warehouse, activate your object storage for real-time analytics. Databend Serverless at https://app.databend.com/
Stars
6.76K
Forks
669
Open issues
694
Closed issues
4.04K
Last release
5 months ago
Last commit
5 months ago
Watchers
6.76K
Total releases
1K
Total commits
30.1K
Open PRs
36
Closed PRs
8.16K
- Project Website
- https://databend.rs
- Platform
- License
- apache-2.0
- Category
- Technology
- Python Rust Typescript javascript Shell Dockerfile Makefile HTML SCSS Jinja Thrift
- Offers premium version?
- NO
- Proprietary?
- NO
- About
-
Databend: The Next-Gen Cloud [Data+AI] Analytics
Databend Serverless Cloud (beta) | Documentation | Benchmarking | Roadmap (v1.3)
Databend is an open-source, elastic, and workload-aware cloud data warehouse built in Rust, offering a cost-effective alternative to Snowflake. It's designed for complex analysis of the world's largest datasets.
🚀 Why Databend
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Cloud-Friendly: Seamlessly integrates with various cloud storages like AWS S3, Azure Blob, Google Cloud, and more.
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High Performance: Built in Rust, utilizing SIMD and vectorized processing for rapid analytics. See ClickBench.
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Cost-Efficient Elasticity: Innovative design for separate scaling of storage and computation, optimizing both costs and performance.
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Easy Data Management: Integrated data preprocessing during ingestion eliminates the need for external ETL tools.
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Data Version Control: Offers Git-like multi-version storage, enabling easy data querying, cloning, and reverting from any point in time.
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Rich Data Support: Handles diverse data formats and types, including JSON, CSV, Parquet, ARRAY, TUPLE, MAP, and JSON.
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AI-Enhanced Analytics: Offers advanced analytics capabilities with integrated AI Functions.
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Community-Driven: Benefit from a friendly, growing community that offers an easy-to-use platform for all your cloud analytics.
📐 Architecture
🚀 Try Databend
- Databend Serverless Cloud
The fastest way to try Databend, Databend Cloud
- Install Databend from Docker
Prepare the image (once) from Docker Hub (this will download about 170 MB data):
docker pull datafuselabs/databend
To run Databend quickly:
docker run --net=host datafuselabs/databend
🚀 Getting Started
Deploying Databend
- Understanding Deployment Modes
- Deploying a Standalone Databend
- Expanding a Standalone Databend
- Databend Cloud (Beta)
Connecting to Databend
- Connecting to Databend with BendSQL
- Connecting to Databend with JDBC
- Connecting to Databend with MySQL-Compatible Clients
Loading Data into Databend
- How to Load Data from Local File
- How to Load Data from Bucket
- How to Load Data from Stage
- How to Load Data from Remote Files
- Querying Data in Staged Files
- Transforming Data During a Load
- How to Unload Data from Databend
Loading Data Tools with Databend
Visualize Tools with Databend
Managing Users
- How to Create a User
- How to Grant Privileges to a User
- How to Revoke Privileges from a User
- How to Create a Role
- How to Grant Privileges to a Role
- How to Grant Role to a User
- How to Revoke the Role of a User
Managing Databases
Managing Tables
- How to Create a Table
- How to Drop a Table
- How to Rename a Table
- How to Truncate a Table
- How to Flash Back a Table
- How to Add/Drop Table Column
Managing Data
Managing Views
AI Functions
- Generating SQL with AI
- Creating Embedding Vectors
- Computing Text Similarities
- Text Completion with AI
Data Governance
Securing Databend
Performance
🤝 Contributing
Databend thrives on community contributions! Whether it's through ideas, code, or documentation, every effort helps in enhancing our project. As a token of our appreciation, once your code is merged, your name will be eternally preserved in the system.contributors table.
Here are some resources to help you get started:
👥 Community
For guidance on using Databend, we recommend starting with the official documentation. If you need further assistance, explore the following community channels:
- Slack (For live discussion with the Community)
- GitHub (Feature/Bug reports, Contributions)
- Twitter (Get the news fast)
- I'm feeling lucky (Pick up a good first issue now!)
🛣️ Roadmap
Stay updated with Databend's development journey. Here are our roadmap milestones:
📜 License
Databend is released under a combination of two licenses: the Apache License 2.0 and the Elastic License 2.0.
When contributing to Databend, you can find the relevant license header in each file.
For more information, see the LICENSE file and Licensing FAQs.
🙏 Acknowledgement
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Inspiration: Databend's design draws inspiration from industry leaders ClickHouse and Snowflake.
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Computing Model: Our computing foundation is built upon Arrow2, a faster and more secure rendition of the Apache Arrow Columnar Format.
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Documentation Hosting: The Databend documentation website proudly runs on Vercel.
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