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package org.eclipse.jetty.util;

import java.util.ArrayList;
import java.util.Collection;
import java.util.Comparator;
import java.util.HashMap;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.SortedSet;
import java.util.TreeSet;

Topological sort a list or array.

A Topological sort is used when you have a partial ordering expressed as dependencies between elements (also often represented as edges in a directed acyclic graph). A Topological sort should not be used when you have a total ordering expressed as a Comparator over the items. The algorithm has the additional characteristic that dependency sets are sorted by the original list order so that order is preserved when possible.

The sort algorithm works by recursively visiting every item, once and only once. On each visit, the items dependencies are first visited and then the item is added to the sorted list. Thus the algorithm ensures that dependency items are always added before dependent items.

Type parameters:
  • <T> – The type to be sorted. It must be able to be added to a HashSet
/** * Topological sort a list or array. * <p>A Topological sort is used when you have a partial ordering expressed as * dependencies between elements (also often represented as edges in a directed * acyclic graph). A Topological sort should not be used when you have a total * ordering expressed as a {@link Comparator} over the items. The algorithm has * the additional characteristic that dependency sets are sorted by the original * list order so that order is preserved when possible.</p> * <p> * The sort algorithm works by recursively visiting every item, once and * only once. On each visit, the items dependencies are first visited and then the * item is added to the sorted list. Thus the algorithm ensures that dependency * items are always added before dependent items.</p> * * @param <T> The type to be sorted. It must be able to be added to a {@link HashSet} */
public class TopologicalSort<T> { private final Map<T, Set<T>> _dependencies = new HashMap<>();
Add a dependency to be considered in the sort.
Params:
  • dependent – The dependent item will be sorted after all its dependencies
  • dependency – The dependency item, will be sorted before its dependent item
/** * Add a dependency to be considered in the sort. * * @param dependent The dependent item will be sorted after all its dependencies * @param dependency The dependency item, will be sorted before its dependent item */
public void addDependency(T dependent, T... dependency) { Set<T> set = _dependencies.get(dependent); if (set == null) { set = new HashSet<>(); _dependencies.put(dependent, set); } for (T d : dependency) { set.add(d); } }
An alternative to addDependency(Object, Object[]), which is equivalent to addDependency(after,before) as the after item is dependent of the before item.
Params:
  • before – The item will be sorted before the after
  • after – The item will be sorted after the before
/** * An alternative to {@link #addDependency(Object, Object[])}, which is * equivalent to addDependency(after,before) as the after item is dependent * of the before item. * * @param before The item will be sorted before the after * @param after The item will be sorted after the before */
public void addBeforeAfter(T before, T after) { addDependency(after, before); }
Sort the passed array according to dependencies previously set with addDependency(Object, Object[]). Where possible, ordering will be preserved if no dependency
Params:
  • array – The array to be sorted.
/** * Sort the passed array according to dependencies previously set with * {@link #addDependency(Object, Object[])}. Where possible, ordering will be * preserved if no dependency * * @param array The array to be sorted. */
public void sort(T[] array) { List<T> sorted = new ArrayList<>(); Set<T> visited = new HashSet<>(); Comparator<T> comparator = new InitialOrderComparator<>(array); // Visit all items in the array for (T t : array) { visit(t, visited, sorted, comparator); } sorted.toArray(array); }
Sort the passed list according to dependencies previously set with addDependency(Object, Object[]). Where possible, ordering will be preserved if no dependency
Params:
  • list – The list to be sorted.
/** * Sort the passed list according to dependencies previously set with * {@link #addDependency(Object, Object[])}. Where possible, ordering will be * preserved if no dependency * * @param list The list to be sorted. */
public void sort(Collection<T> list) { List<T> sorted = new ArrayList<>(); Set<T> visited = new HashSet<>(); Comparator<T> comparator = new InitialOrderComparator<>(list); // Visit all items in the list for (T t : list) { visit(t, visited, sorted, comparator); } list.clear(); list.addAll(sorted); }
Visit an item to be sorted.
Params:
  • item – The item to be visited
  • visited – The Set of items already visited
  • sorted – The list to sort items into
  • comparator – A comparator used to sort dependencies.
/** * Visit an item to be sorted. * * @param item The item to be visited * @param visited The Set of items already visited * @param sorted The list to sort items into * @param comparator A comparator used to sort dependencies. */
private void visit(T item, Set<T> visited, List<T> sorted, Comparator<T> comparator) { // If the item has not been visited if (!visited.contains(item)) { // We are visiting it now, so add it to the visited set visited.add(item); // Lookup the items dependencies Set<T> dependencies = _dependencies.get(item); if (dependencies != null) { // Sort the dependencies SortedSet<T> orderedDeps = new TreeSet<>(comparator); orderedDeps.addAll(dependencies); // recursively visit each dependency try { for (T d : orderedDeps) { visit(d, visited, sorted, comparator); } } catch (CyclicException e) { throw new CyclicException(item, e); } } // Now that we have visited all our dependencies, they and their // dependencies will have been added to the sorted list. So we can // now add the current item and it will be after its dependencies sorted.add(item); } else if (!sorted.contains(item)) // If we have already visited an item, but it has not yet been put in the // sorted list, then we must be in a cycle! throw new CyclicException(item); }
A comparator that is used to sort dependencies in the order they were in the original list. This ensures that dependencies are visited in the original order and no needless reordering takes place.
/** * A comparator that is used to sort dependencies in the order they * were in the original list. This ensures that dependencies are visited * in the original order and no needless reordering takes place. */
private static class InitialOrderComparator<T> implements Comparator<T> { private final Map<T, Integer> _indexes = new HashMap<>(); InitialOrderComparator(T[] initial) { int i = 0; for (T t : initial) { _indexes.put(t, i++); } } InitialOrderComparator(Collection<T> initial) { int i = 0; for (T t : initial) { _indexes.put(t, i++); } } @Override public int compare(T o1, T o2) { Integer i1 = _indexes.get(o1); Integer i2 = _indexes.get(o2); if (i1 == null || i2 == null || i1.equals(o2)) return 0; if (i1 < i2) return -1; return 1; } } @Override public String toString() { return "TopologicalSort " + _dependencies; } private static class CyclicException extends IllegalStateException { CyclicException(Object item) { super("cyclic at " + item); } CyclicException(Object item, CyclicException e) { super("cyclic at " + item, e); } } }