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package com.google.common.graph;

import com.google.common.annotations.Beta;

A functional interface for graph-structured data.

This interface is meant to be used as the type of a parameter to graph algorithms (such as topological sort) that only need a way of accessing the predecessors of a node in a graph.

Usage

Given an algorithm, for example:

public <N> someGraphAlgorithm(N startNode, PredecessorsFunction<N> predecessorsFunction);
you will invoke it depending on the graph representation you're using.

If you have an instance of one of the primary common.graph types (Graph, ValueGraph, and Network):


someGraphAlgorithm(startNode, graph);
This works because those types each implement PredecessorsFunction. It will also work with any other implementation of this interface.

If you have your own graph implementation based around a custom node type MyNode, which has a method getParents() that retrieves its predecessors in a graph:


someGraphAlgorithm(startNode, MyNode::getParents);

If you have some other mechanism for returning the predecessors of a node, or one that doesn't return a Iterable<? extends N>, then you can use a lambda to perform a more general transformation:


someGraphAlgorithm(startNode, node -> ImmutableList.of(node.mother(), node.father()));

Graph algorithms that need additional capabilities (accessing both predecessors and successors, iterating over the edges, etc.) should declare their input to be of a type that provides those capabilities, such as Graph, ValueGraph, or Network.

Additional documentation

See the Guava User Guide for the common.graph package ("Graphs Explained") for additional documentation, including notes for implementors

Author:Joshua O'Madadhain, Jens Nyman
Type parameters:
  • <N> – Node parameter type
Since:23.0
/** * A functional interface for <a * href="https://en.wikipedia.org/wiki/Graph_(discrete_mathematics)">graph</a>-structured data. * * <p>This interface is meant to be used as the type of a parameter to graph algorithms (such as * topological sort) that only need a way of accessing the predecessors of a node in a graph. * * <h3>Usage</h3> * * Given an algorithm, for example: * * <pre>{@code * public <N> someGraphAlgorithm(N startNode, PredecessorsFunction<N> predecessorsFunction); * }</pre> * * you will invoke it depending on the graph representation you're using. * * <p>If you have an instance of one of the primary {@code common.graph} types ({@link Graph}, * {@link ValueGraph}, and {@link Network}): * * <pre>{@code * someGraphAlgorithm(startNode, graph); * }</pre> * * This works because those types each implement {@code PredecessorsFunction}. It will also work * with any other implementation of this interface. * * <p>If you have your own graph implementation based around a custom node type {@code MyNode}, * which has a method {@code getParents()} that retrieves its predecessors in a graph: * * <pre>{@code * someGraphAlgorithm(startNode, MyNode::getParents); * }</pre> * * <p>If you have some other mechanism for returning the predecessors of a node, or one that doesn't * return a {@code Iterable<? extends N>}, then you can use a lambda to perform a more general * transformation: * * <pre>{@code * someGraphAlgorithm(startNode, node -> ImmutableList.of(node.mother(), node.father())); * }</pre> * * <p>Graph algorithms that need additional capabilities (accessing both predecessors and * successors, iterating over the edges, etc.) should declare their input to be of a type that * provides those capabilities, such as {@link Graph}, {@link ValueGraph}, or {@link Network}. * * <h3>Additional documentation</h3> * * <p>See the Guava User Guide for the {@code common.graph} package (<a * href="https://github.com/google/guava/wiki/GraphsExplained">"Graphs Explained"</a>) for * additional documentation, including <a * href="https://github.com/google/guava/wiki/GraphsExplained#notes-for-implementors">notes for * implementors</a> * * @author Joshua O'Madadhain * @author Jens Nyman * @param <N> Node parameter type * @since 23.0 */
@Beta public interface PredecessorsFunction<N> {
Returns all nodes in this graph adjacent to node which can be reached by traversing node's incoming edges against the direction (if any) of the edge.

Some algorithms that operate on a PredecessorsFunction may produce undesired results if the returned Iterable contains duplicate elements. Implementations of such algorithms should document their behavior in the presence of duplicates.

The elements of the returned Iterable must each be:

  • Non-null
  • Usable as Map keys (see the Guava User Guide's section on graph elements for details)
Throws:
/** * Returns all nodes in this graph adjacent to {@code node} which can be reached by traversing * {@code node}'s incoming edges <i>against</i> the direction (if any) of the edge. * * <p>Some algorithms that operate on a {@code PredecessorsFunction} may produce undesired results * if the returned {@link Iterable} contains duplicate elements. Implementations of such * algorithms should document their behavior in the presence of duplicates. * * <p>The elements of the returned {@code Iterable} must each be: * * <ul> * <li>Non-null * <li>Usable as {@code Map} keys (see the Guava User Guide's section on <a * href="https://github.com/google/guava/wiki/GraphsExplained#graph-elements-nodes-and-edges"> * graph elements</a> for details) * </ul> * * @throws IllegalArgumentException if {@code node} is not an element of this graph */
Iterable<? extends N> predecessors(N node); }