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Top 14 iceberg Open-Source Projects
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Trino
Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)
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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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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.
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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 | 2024-03-27As 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.
Project mention: Trino: Fast distributed SQL query engine for big data analytics | news.ycombinator.com | 2024-03-19
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
Project mention: Iceberg won the table format war: But not in the way you thought it might | /r/dataengineering | 2023-07-06
Project mention: Iceberg.nvim looking wrong in buffers, but not in Telescope previews | /r/neovim | 2023-06-09I haven't tried the original https://github.com/cocopon/iceberg.vim yet since I wanted to keep a Lua config as much as possible. I'm using Nvim 0.9.
Project mention: A deep dive into the concept and world of Apache Iceberg Catalogs | dev.to | 2024-03-01Nessie is an innovative open-source catalog that extends beyond the traditional catalog capabilities in the Apache Iceberg ecosystem, introducing git-like features to data management. This catalog not only tracks table metadata but also allows users to capture commits at a holistic level, enabling advanced operations such as multi-table transactions, rollbacks, branching, and tagging. These features provide a new layer of flexibility and control over data changes, resembling version control systems in software development.
Project mention: Apache Iceberg now has a native Rust implementation | news.ycombinator.com | 2024-02-20
Project mention: Linkedin OpenHouse: Control Plane for Tables in Data Lakehouses | news.ycombinator.com | 2024-03-11
Project mention: Understanding Parquet, Iceberg and Data Lakehouses | news.ycombinator.com | 2023-12-29You don't need a Spark deployment. The first reference implementations for reading and writing were in Spark.
Now, with PyIceberg, there is read support in Python. Write support should be merged very soon - https://github.com/apache/iceberg-python/pull/41
iceberg related posts
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A deep dive into the concept and world of Apache Iceberg Catalogs
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Iceberg won the table format war: But not in the way you thought it might
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Why is Hive Metastore everywhere? (Especially Iceberg)
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Iceberg.nvim looking wrong in buffers, but not in Telescope previews
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Lakehouse using AWS Athena on Iceberg Concerns
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Matrix theme
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rust diagnostics hides details of the problem
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A note from our sponsor - SaaSHub
www.saashub.com | 10 May 2024
Index
What are some of the best open-source iceberg projects? This list will help you:
Project | Stars | |
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1 | doris | 11,389 |
2 | Trino | 9,597 |
3 | starrocks | 7,910 |
4 | iceberg | 5,540 |
5 | iceberg.vim | 2,106 |
6 | nessie | 843 |
7 | iceberg-rust | 407 |
8 | ngods-stocks | 373 |
9 | puffin | 277 |
10 | openhouse | 253 |
11 | iceberg-python | 236 |
12 | dbt-athena | 187 |
13 | data_origination_workshop | 11 |
14 | lastfm-iceberg | 9 |
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