Generating Random Graph Properties with Graph-tool

This function uses the Graph-tool library to generate random properties from a given graph object. By using the RandomGraphProperty class from Graph-tool, random boolean properties can be generated, with a 50% chance for node properties to be true and a 30% chance for edge properties to be true.

Technology Stack : Graph-tool

Code Type : The type of code

Code Difficulty : Intermediate

                
                    
def random_graph_properties(graph):
    """
    Generate a list of random properties from a graph using Graph-tool.

    Parameters:
    graph (graph_tool.Graph): The input graph.

    Returns:
    list: A list of random properties.
    """
    import graph_tool as gt

    # Generate a list of random node properties
    node_properties = []
    for i in range(5):  # Generate 5 random properties
        prop = gt.RandomGraphProperty(graph, 0.5)  # 50% chance to be true
        node_properties.append(prop)

    # Generate a list of random edge properties
    edge_properties = []
    for i in range(3):  # Generate 3 random properties
        prop = gt.RandomGraphProperty(graph, 0.3)  # 30% chance to be true
        edge_properties.append(prop)

    return node_properties + edge_properties