Crate raphtory

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§raphtory

raphtory is a Rust library for analysing time-based graph data. It is designed to be horizontally scalable,and can be used for a variety of applications such as social network, cyber security, fraud analysis and more.

The core feature of raphtory is the ability to analyse time-based graph data.

You can run periodic graph analytics on your graph, and see how the graph changes over time.

For example:

  • Run a PageRank algorithm on your graph every 5 minutes, and see how the PageRank scores change.
  • View the graph a previous point in time, to see how the graph looked.

§Features

  • Time-based Graphs - raphtory allows you to create and analyse time-based graphs.
  • Graph Analytics - raphtory provides a variety of graph analytics algorithms.
  • Horizontal Scalability - raphtory is designed to be horizontally scalable.
  • Distributed - raphtory can be distributed across multiple machines.
  • Fast - raphtory is fast, and can process large amounts of data in a short amount of time.
  • Open Source - raphtory is open source, and is available on Github under a GPL-3.0 license.

§Example

Create your own graph below

use raphtory::prelude::*;

// Create your GraphDB object and state the number of shards you would like, here we have 2
let graph = Graph::new();

// Add node and edges to your graph with the respective properties
graph.add_node(
  1,
  "Gandalf",
  [("type", Prop::str("Character"))],
  None
).unwrap();

graph.add_node(
  2,
  "Frodo",
  [("type", Prop::str("Character"))],
  None,
).unwrap();

graph.add_edge(
  3,
  "Gandalf",
  "Frodo",
  [(
      "meeting",
      Prop::str("Character Co-occurrence"),
  )],
  None,
).unwrap();

// Get the in-degree, out-degree and degree of Gandalf
println!("Number of nodes {:?}", graph.count_nodes());
println!("Number of Edges {:?}", graph.count_edges());

§Supported Operating Systems

This library requires Rust 1.54 or later.

The following operating systems are supported:

  • Linux
  • macOS
  • Windows

§License

This project is licensed under the terms of the GPL-3.0 license. Please see the Github repository for more information.

§Contributing

raphtory is created by Pometry. We are always looking for contributors to help us improve the library. If you are interested in contributing, please see our Github repository

Modules§

  • algorithms
    Implementations of various graph algorithms that can be run on the graph.
  • core
    raphtory
  • db
  • graphgen
    Provides functionality for generating graphs for testing and benchmarking.
  • prelude

Macros§

Constants§