The goal of LightGraphs.jl is to offer a performant platform for network and graph analysis in Julia. To this end, LightGraphs offers both (a) a set of simple, concrete graph implementations –
Graph (for undirected graphs) and
DiGraph (for directed graphs), and (b) an API for the development of more sophisticated graph implementations under the
As such, LightGraphs.jl is the central package of the JuliaGraphs ecosystem. Additional functionality like advanced IO and file formats, weighted graphs, property graphs, and optimization related functions can be found in the following packages:
LightGraphsExtras.jl: extra functions for graph analysis.
MetaGraphs.jl: graphs with associated meta-data.
SimpleWeightedGraphs.jl: weighted graphs.
GraphIO.jl: tools for importing and exporting graph objects using common file types like edgelists, GraphML, Pajek NET, and more.
Basic library examples
The LightGraphs.jl libraries includes numerous convenience functions for generating functions detailed in Making and Modifying Graphs, such as
PathGraph, which makes a simple undirected path graph of a given length. Once created, these graphs can be easily interrogated and modified.
julia> g = PathGraph(6) # Number vertices julia> nv(g) # Number edges julia> ne(g) # Add an edge to make the path a loop julia> add_edge!(g, 1, 6)
For an overview of basic functions for interacting with graphs, check out Accessing Graph Properties and Making and Modifying Graphs.