apache/datafusion
Apache DataFusion SQL Query Engine
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
Loading star history...
Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
Ranks #502 of 3,103 repositories GStars tracks this week (top 16%).
The project lists 426 contributors on GitHub.
Peaked at #47 in the weekly ranking the week of Aug 2, its best in the past year.
Use Cases & Benefits
- Provides an extensible SQL query engine written in Rust using Apache Arrow for in-memory data representation.
- Delivers high-performance, multi-threaded, vectorized query execution with extensive customization and support for multiple data formats.
- Use for building domain-specific query engines or custom database platforms tailored to unique workloads.
- Use for integrating fast SQL and DataFrame query capabilities into Rust or Python data analytics applications.
- Use for developing data pipelines that require efficient processing of CSV, Parquet, JSON, and Avro data sources.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Apache 2.0
Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
- No GitHub releases; pin a commit or tag instead of a release.
General guidance from repository metadata, not legal advice. How we score
From the README
DataFusion is an extensible query engine written in Rust that uses Apache Arrow as its in-memory format.
This crate provides libraries and binaries for developers building fast and feature-rich database and analytic systems, customized for particular workloads. See use cases for examples. The following related subprojects target end users:
"Out of the box," DataFusion offers SQL and DataFrame APIs, excellent performance, built-in support for CSV, Parquet, JSON, and Avro, extensive customization, and a great community.
DataFusion features a full query planner, a columnar, streaming, multi-threaded, vectorized execution engine, and partitioned data sources. You can customize DataFusion at almost all points including additional data sources, query languages, functions, custom operators and more. See the Architecture section for more details.
DataFusion is great for building projects such as domain-specific query engines, new database platforms and data pipelines, query languages and more. It lets you start quickly from a fully working engine, and then customize those features specific to your needs. See the list of known users.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
+496 stars over 90 days across 36 snapshot days; best day +30 on Aug 29.
Forks
2.6K+292
Open issues
2.5K+398
Compared with peers in Database
Fastest-growing repositories GStars tracks in this cohort for the week of Oct 18, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| Bennettxai/FounderOS | 1.2K | +128 | 75 | — |
| chinese-poetry/chinese-poetry | 53.8K | +117 | 35 | — |
| etcd-io/etcd | 52.4K | +92 | 75 | 1 day ago |
| netdata/netdata | 81.1K | +0 | 75 | 12 days ago |
| directus/directus | 38.6K | +0 | 64 | 15 days ago |
| apache/datafusion | 9.5K | +0 | 45 | — |
| Category median | 52.4K | +92 | 75 | — |
Also by apache
Other repositories from this maintainer that GStars tracks
- Python75.3K stars
superset
Apache Superset is a Data Visualization and Data Exploration Platform
- Python47.2K stars
airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
- Go20.5K stars
casbin
Apache Casbin: an authorization library that supports access control models like ACL, RBAC, ABAC.
- Python13.8K stars
tvm
Open Machine Learning Compiler Framework
- Java10.1K stars
cassandra
Open source transactional distributed database. Linear scalability and proven fault-tolerance on commodity hardware or cloud infrastructure without compromising performance.
Discover Repositories
Search across tracked repositories by name or description