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Top 5 Java Olap Projects
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Project mention: Variant in Apache Doris 2.1.0: a new data type 8 times faster than JSON for semi-structured data analysis | dev.to | 2024-03-27
As an open-source real-time data warehouse, Apache Doris provides semi-structured data processing capabilities, and the newly-released version 2.1.0 makes a stride in this direction. Before V2.1, Apache Doris stores semi-structured data as JSON files. However, during query execution, the real-time parsing of JSON data leads to high CPU and I/O consumption in addition to high query latency, especially when the dataset is huge and complicated. Moreover, the lack of a pre-defined schema means there is no handle for query optimization.
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starrocks
StarRocks, a Linux Foundation project, is a next-generation sub-second MPP OLAP database for full analytics scenarios, including multi-dimensional analytics, real-time analytics, and ad-hoc queries. InfoWorld’s 2023 BOSSIE Award for best open source software.
Project mention: A MySQL compatible database engine written in pure Go | news.ycombinator.com | 2024-04-09tidb has been around for a while, it is distributed, written in Go and Rust, and MySQL compatible. https://github.com/pingcap/tidb
Somewhat relatedly, StarRocks is also MySQL compatible, written in Java and C++, but it's tackling OLAP use-cases. https://github.com/StarRocks/starrocks
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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Crate
CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.
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mondrian
Mondrian is an Online Analytical Processing (OLAP) server that enables business users to analyze large quantities of data in real-time.
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Project mention: Auto-Synchronizing an Entire MySQL Database for Data Analysis | dev.to | 2023-09-01
Download JAR file: https://github.com/apache/doris-flink-connector/releases/tag/1.4.0
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
Java Olap related posts
- Variant in Apache Doris 2.1.0: a new data type 8 times faster than JSON for semi-structured data analysis
- StarRocks – sub-second MPP OLAP database for full analytics scenarios
- Log Analysis: Elasticsearch VS Apache Doris
- Auto-Synchronizing an Entire MySQL Database for Data Analysis
- Replacing Apache Hive, Elasticsearch, and PostgreSQL With Apache Doris
- Apache Doris 2.0 Beta Now Available: Faster, Stabler, and More Versatile
- A/B Testing was a handful
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A note from our sponsor - InfluxDB
www.influxdata.com | 18 Apr 2024
Index
What are some of the best open-source Olap projects in Java? This list will help you:
Project | Stars | |
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1 | doris | 11,272 |
2 | starrocks | 7,726 |
3 | Crate | 3,952 |
4 | mondrian | 1,118 |
5 | doris-flink-connector | 274 |