图/网络数据结构的 Java API 列表

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问题描述

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有哪些好的 Java API 可以将图(边/节点)用作数据结构?

What are some good Java APIs for working with graphs (edges/nodes) as data structures?

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推荐答案

为了我的硕士论文，我在网上搜索了很多 Java Graph Library.我建议您使用以下框架:

I searched a lot for Java Graph Library in the web for my MS thesis. I suggest you the following frameworks:

GraphStream:它有非常简单的 API 和大量的算法.它提供了许多图形结构(有向、无向、多图等)和许多可视化工具.JUNG:这个框架已经存在一段时间了，因此它具有强大且经过良好测试的功能.上次发布是在 2010 年，所以语法有点旧. GraphStream: it has very simple API and it's plenty of algorithms. It offers many graph structures (directed, undirected, multigraph, ... ) and many visualisation tools. JUNG: this framework has been around for a while, so it has robust and well-tested features. Last release was in 2010, so the syntax is quite a bit old.

这两个框架都有很多算法和一个可视化工具.

Both the frameworks have many algorithms and a visualisation tool.

如果你关心内存和性能，而你只需要图数据结构(没有算法，没有可视化)，我建议 AuroraGraphManager，这是我实现的图形数据结构，也是我论文的一部分.我上面建议的框架并不适合我，因为我必须处理相当大的图(最多 3 亿条边).

If you are concerned about memory and performance, and you just need the graph data structure (no algorithms, no visualisation), I would suggest AuroraGraphManager, which is the graph data structure I implemented and part of my thesis. The frameworks I suggested above weren't good for me because I had to deal with quite big graphs (up to 300 million edges).

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