Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/redislabs/spark-redis
A connector for Spark that allows reading and writing to/from Redis cluster
https://github.com/redislabs/spark-redis
dataframe java redis spark
Last synced: 4 days ago
JSON representation
A connector for Spark that allows reading and writing to/from Redis cluster
- Host: GitHub
- URL: https://github.com/redislabs/spark-redis
- Owner: RedisLabs
- License: bsd-3-clause
- Created: 2015-08-16T08:39:33.000Z (over 9 years ago)
- Default Branch: master
- Last Pushed: 2024-10-22T13:13:21.000Z (2 months ago)
- Last Synced: 2024-12-18T23:05:48.140Z (4 days ago)
- Topics: dataframe, java, redis, spark
- Language: Scala
- Homepage:
- Size: 2.16 MB
- Stars: 942
- Watchers: 71
- Forks: 371
- Open Issues: 141
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
[![Integration](https://github.com/RedisLabs/spark-redis/actions/workflows/integration.yml/badge.svg?branch=master)](https://github.com/RedisLabs/spark-redis/actions/workflows/integration.yml)
[![license](https://img.shields.io/github/license/RedisLabs/spark-redis.svg)](https://github.com/RedisLabs/spark-redis)
[![Release](https://img.shields.io/github/release/RedisLabs/spark-redis.svg?sort=semver)](https://github.com/RedisLabs/spark-redis/releases/latest)
[![Maven Central](https://img.shields.io/maven-central/v/com.redislabs/spark-redis_2.12?logo=redis)](https://maven-badges.herokuapp.com/maven-central/com.redislabs/spark-redis_2.12)
[![Javadocs](https://www.javadoc.io/badge/com.redislabs/spark-redis_2.12.svg)](https://www.javadoc.io/doc/com.redislabs/spark-redis_2.12)
[![Codecov](https://codecov.io/gh/RedisLabs/spark-redis/branch/master/graph/badge.svg)](https://codecov.io/gh/RedisLabs/spark-redis)[![Discord](https://img.shields.io/discord/697882427875393627.svg?style=social&logo=discord)](https://discord.gg/redis)
[![Twitch](https://img.shields.io/twitch/status/redisinc?style=social)](https://www.twitch.tv/redisinc)
[![YouTube](https://img.shields.io/youtube/channel/views/UCD78lHSwYqMlyetR0_P4Vig?style=social)](https://www.youtube.com/redisinc)
[![Twitter](https://img.shields.io/twitter/follow/redisinc?style=social)](https://twitter.com/redisinc)
# Spark-Redis
A library for reading and writing data in [Redis](http://redis.io) using [Apache Spark](http://spark.apache.org/).Spark-Redis provides access to all of Redis' data structures - String, Hash, List, Set and Sorted Set - from Spark as RDDs. It also supports reading and writing with DataFrames and Spark SQL syntax.
The library can be used both with Redis stand-alone as well as clustered databases. When used with Redis cluster, Spark-Redis is aware of its partitioning scheme and adjusts in response to resharding and node failure events.
Spark-Redis also supports Spark Streaming (DStreams) and Structured Streaming.
## Version compatibility and branching
The library has several branches, each corresponds to a different supported Spark version. For example, 'branch-2.3' works with any Spark 2.3.x version.
The master branch contains the recent development for the next release.| Spark-Redis | Spark | Redis | Supported Scala Versions |
|---------------------------------------------------------------------------|-------| ---------------- | ------------------------ |
| [master](https://github.com/RedisLabs/spark-redis/) | 3.2.x | >=2.9.0 | 2.12 |
| [3.0](https://github.com/RedisLabs/spark-redis/tree/branch-3.0) | 3.0.x | >=2.9.0 | 2.12 |
| [2.4, 2.5, 2.6](https://github.com/RedisLabs/spark-redis/tree/branch-2.4) | 2.4.x | >=2.9.0 | 2.11, 2.12 |
| [2.3](https://github.com/RedisLabs/spark-redis/tree/branch-2.3) | 2.3.x | >=2.9.0 | 2.11 |
| [1.4](https://github.com/RedisLabs/spark-redis/tree/branch-1.4) | 1.4.x | | 2.10 |## Known limitations
* Java, Python and R API bindings are not provided at this time
## Additional considerations
This library is a work in progress so the API may change before the official release.## Documentation
Please make sure you use documentation from the correct branch ([2.4](https://github.com/RedisLabs/spark-redis/tree/branch-2.4#documentation), [2.3](https://github.com/RedisLabs/spark-redis/tree/branch-2.3#documentation), etc).
- [Getting Started](doc/getting-started.md)
- [RDD](doc/rdd.md)
- [Dataframe](doc/dataframe.md)
- [Streaming](doc/streaming.md)
- [Structured Streaming](doc/structured-streaming.md)
- [Cluster](doc/cluster.md)
- [Java](doc/java.md)
- [Python](doc/python.md)
- [Configuration](doc/configuration.md)
- [Dev environment](doc/dev.md)## Contributing
You're encouraged to contribute to the Spark-Redis project.
There are two ways you can do so:
### Submit Issues
If you encounter an issue while using the library, please report it via the project's [issues tracker](https://github.com/RedisLabs/spark-redis/issues).
### Author Pull Requests
Code contributions to the Spark-Redis project can be made using [pull requests](https://github.com/RedisLabs/spark-redis/pulls). To submit a pull request:
1. Fork this project.
2. Make and commit your changes.
3. Submit your changes as a pull request.