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A Library for Serialization / Deserialization of Generic Graphs

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This is a library to create / change / serialize / deserialize generic graphs


To take a look at it's functionality just run the main.rs file that contains a basic demo.

Contents

  • node.rs: Functionality of each node of the graph. It is important to mention that node has a generic value.
  • graph.rs: Functionality of a graph of nodes. Allows for adding, changing, deleting nodes and edges between the nodes.
  • iterator.rs: Functionality of iterator of a graph. Implements Breadth-First Search and a Depth-First Search algorithms.
  • handler.rs: Functionality of serializing and deserializing the graph. Allows to write the graph into the file and create a new graph from the given file.
  • lib.rs: Exports all above. Contains Unit-tests.

Important Details

  • Serialization is done with Trivial Graph Format
    (bold characters are written into the file)
    1 Root (index of a node and a label telling that this is a root)
    2 (index of a node)
    3 (index of a node)
    4 (index of a node)
    '#' (delimeter between section of nodes and edges)
    1 2 (indexes of nodes that have an edge between them)
    1 3 (indexes of nodes that have an edge between them)
    3 4 (indexes of nodes that have an edge between them)

  • Deserialization is done with the same format. But there are some things to notice here as well.
    There are many modifications of a TGF and some of them regard the labels (text after the index of a node) as a value of a node. But this library is intended to provide functionality for the generic graph. That is, the node can have value of any type (that implements the Default trait). But I haven't yet found a universal way to serialize any provided type into TGF string the way that after parsing a string representation of a node value from the file the compiler would know what specific type a value should have.
    That means:

    • Only nodes' indexes and edges are written into the file and read from the file.
    • The only label that has any effect is a Root label that indicates which node is the root of the graph. Any other labels are ignored.

Work Process

  • Create an empty graph with Graph::new(). Please, make sure to specify graph's type in order for the program to work
  • Add nodes with given values and/or connected nodes
    OR
    Deserialize nodes from the TGF file with Handler::deserialize(). Nodes will be added to the graph and edges between them will be created. But in this case you have to set each node's value after deserialization.
  • Add edges (if you haven't connected any nodes on the previous step)
  • Set the root of the graph. Root is the node to start a graph traversal with
  • Change node values / change edges / print the graph etc.
  • Serialize the graph into the file (Warning all node values will be lost!)

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