Graph::Traversal - traverse graphs


Graph documentation Contained in the Graph distribution.

Index


Code Index:

NAME

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Graph::Traversal - traverse graphs

SYNOPSIS

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Don't use Graph::Traversal directly, use Graph::Traversal::DFS or Graph::Traversal::BFS instead.

    use Graph;
    my $g = Graph->new;
    $g->add_edge(...);
    use Graph::Traversal::...;
    my $t = Graph::Traversal::...->new(%opt);
    $t->...

DESCRIPTION

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You can control how the graph is traversed by the various callback parameters in the %opt. In the parameters descriptions below the $u and $v are vertices, and the $self is the traversal object itself.

Callback parameters

The following callback parameters are available:

tree_edge

Called when traversing an edge that belongs to the traversal tree. Called with arguments ($u, $v, $self).

non_tree_edge

Called when an edge is met which either leads back to the traversal tree (either a back_edge, a down_edge, or a cross_edge). Called with arguments ($u, $v, $self).

pre_edge

Called for edges in preorder. Called with arguments ($u, $v, $self).

post_edge

Called for edges in postorder. Called with arguments ($u, $v, $self).

back_edge

Called for back edges. Called with arguments ($u, $v, $self).

down_edge

Called for down edges. Called with arguments ($u, $v, $self).

cross_edge

Called for cross edges. Called with arguments ($u, $v, $self).

pre
pre_vertex

Called for vertices in preorder. Called with arguments ($v, $self).

post
post_vertex

Called for vertices in postorder. Called with arguments ($v, $self).

first_root

Called when choosing the first root (start) vertex for traversal. Called with arguments ($self, $unseen) where $unseen is a hash reference with the unseen vertices as keys.

next_root

Called when choosing the next root (after the first one) vertex for traversal (useful when the graph is not connected). Called with arguments ($self, $unseen) where $unseen is a hash reference with the unseen vertices as keys. If you want only the first reachable subgraph to be processed, set the next_root to undef.

start

Identical to defining first_root and undefining next_root.

next_alphabetic

Set this to true if you want the vertices to be processed in alphabetic order (and leave first_root/next_root undefined).

next_numeric

Set this to true if you want the vertices to be processed in numeric order (and leave first_root/next_root undefined).

next_successor

Called when choosing the next vertex to visit. Called with arguments ($self, $next) where $next is a hash reference with the possible next vertices as keys. Use this to provide a custom ordering for choosing vertices, as opposed to next_numeric or next_alphabetic.

The parameters first_root and next_successor have a 'hierarchy' of how they are determined: if they have been explicitly defined, use that value. If not, use the value of next_alphabetic, if that has been defined. If not, use the value of next_numeric, if that has been defined. If not, the next vertex to be visited is chose randomly.

Methods

The following methods are available:

unseen

Return the unseen vertices in random order.

seen

Return the seen vertices in random order.

seeing

Return the active fringe vertices in random order.

preorder

Return the vertices in preorder traversal order.

postorder

Return the vertices in postorder traversal order.

vertex_by_preorder
    $v = $t->vertex_by_preorder($i)

Return the ith (0..$V-1) vertex by preorder.

preorder_by_vertex
    $i = $t->preorder_by_vertex($v)

Return the preorder index (0..$V-1) by vertex.

vertex_by_postorder
    $v = $t->vertex_by_postorder($i)

Return the ith (0..$V-1) vertex by postorder.

postorder_by_vertex
    $i = $t->postorder_by_vertex($v)

Return the postorder index (0..$V-1) by vertex.

preorder_vertices

Return a hash with the vertices as the keys and their preorder indices as the values.

postorder_vertices

Return a hash with the vertices as the keys and their postorder indices as the values.

tree

Return the traversal tree as a graph.

has_state
    $t->has_state('s')

Test whether the traversal has state 's' attached to it.

get_state
    $t->get_state('s')

Get the state 's' attached to the traversal (undef if none).

set_state
    $t->set_state('s', $s)

Set the state 's' attached to the traversal.

delete_state
    $t->delete_state('s')

Delete the state 's' from the traversal.

Backward compatibility

The following parameters are for backward compatibility to Graph 0.2xx:

get_next_root

Like next_root.

successor

Identical to having tree_edge both non_tree_edge defined to be the same.

unseen_successor

Like tree_edge.

seen_successor

Like seed_edge.

Special callbacks

If in a callback you call the special terminate method, the traversal is terminated, no more vertices are traversed.

SEE ALSO

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Graph::Traversal::DFS, Graph::Traversal::BFS

AUTHOR AND COPYRIGHT

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LICENSE

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This module is licensed under the same terms as Perl itself.


Graph documentation Contained in the Graph distribution.

package Graph::Traversal;

use strict;

# $SIG{__DIE__ } = sub { use Carp; confess };
# $SIG{__WARN__} = sub { use Carp; confess };

sub DEBUG () { 0 }

sub reset {
    my $self = shift;
    $self->{ unseen } = { map { $_ => $_ } $self->{ graph }->vertices };
    $self->{ seen   } = { };
    $self->{ order     } = [ ];
    $self->{ preorder  } = [ ];
    $self->{ postorder } = [ ];
    $self->{ roots     } = [ ];
    $self->{ tree      } =
	Graph->new( directed => $self->{ graph }->directed );
    delete $self->{ terminate };
}

my $see = sub {
    my $self = shift;
    $self->see;
};

my $see_active = sub {
    my $self = shift;
    delete @{ $self->{ active } }{ $self->see };
};

sub has_a_cycle {
    my ($u, $v, $t, $s) = @_;
    $s->{ has_a_cycle } = 1;
    $t->terminate;
}

sub find_a_cycle {
    my ($u, $v, $t, $s) = @_;
    my @cycle = ( $u );
    push @cycle, $v unless $u eq $v;
    my $path  = $t->{ order };
    if (@$path) {
	my $i = $#$path;
	while ($i >= 0 && $path->[ $i ] ne $v) { $i-- }
	if ($i >= 0) {
	    unshift @cycle, @{ $path }[ $i+1 .. $#$path ];
	}
    }
    $s->{ a_cycle } = \@cycle;
    $t->terminate;
}

sub configure {
    my ($self, %attr) = @_;
    $self->{ pre  } = $attr{ pre }  if exists $attr{ pre  };
    $self->{ post } = $attr{ post } if exists $attr{ post };
    $self->{ pre_vertex  } = $attr{ pre_vertex }  if exists $attr{ pre_vertex  };
    $self->{ post_vertex } = $attr{ post_vertex } if exists $attr{ post_vertex };
    $self->{ pre_edge  } = $attr{ pre_edge  } if exists $attr{ pre_edge  };
    $self->{ post_edge } = $attr{ post_edge } if exists $attr{ post_edge };
    if (exists $attr{ successor }) { # Graph 0.201 compatibility.
	$self->{ tree_edge } = $self->{ non_tree_edge } = $attr{ successor };
    }
    if (exists $attr{ unseen_successor }) {
	if (exists $self->{ tree_edge }) { # Graph 0.201 compatibility.
	    my $old_tree_edge = $self->{ tree_edge };
	    $self->{ tree_edge } = sub {
		$old_tree_edge->( @_ );
		$attr{ unseen_successor }->( @_ );
	    };
	} else {
	    $self->{ tree_edge } = $attr{ unseen_successor };
	}
    }
    if ($self->graph->multiedged || $self->graph->countedged) {
	$self->{ seen_edge } = $attr{ seen_edge } if exists $attr{ seen_edge };
	if (exists $attr{ seen_successor }) { # Graph 0.201 compatibility.
	    $self->{ seen_edge } = $attr{ seen_edge };
	}
    }
    $self->{ non_tree_edge } = $attr{ non_tree_edge } if exists $attr{ non_tree_edge };
    $self->{ pre_edge  } = $attr{ tree_edge } if exists $attr{ tree_edge };
    $self->{ back_edge } = $attr{ back_edge } if exists $attr{ back_edge };
    $self->{ down_edge } = $attr{ down_edge } if exists $attr{ down_edge };
    $self->{ cross_edge } = $attr{ cross_edge } if exists $attr{ cross_edge };
    if (exists $attr{ start }) {
	$attr{ first_root } = $attr{ start };
	$attr{ next_root  } = undef;
    }
    if (exists $attr{ get_next_root }) {
	$attr{ next_root  } = $attr{ get_next_root }; # Graph 0.201 compat.
    }
    $self->{ next_root } =
	exists $attr{ next_root } ?
	    $attr{ next_root } :
		$attr{ next_alphabetic } ?
		    \&Graph::_next_alphabetic :
			$attr{ next_numeric } ?
			    \&Graph::_next_numeric :
				\&Graph::_next_random;
    $self->{ first_root } =
	exists $attr{ first_root } ?
	    $attr{ first_root } :
		exists $attr{ next_root } ?
		    $attr{ next_root } :
			$attr{ next_alphabetic } ?
			    \&Graph::_next_alphabetic :
				$attr{ next_numeric } ?
				    \&Graph::_next_numeric :
					\&Graph::_next_random;
    $self->{ next_successor } =
	exists $attr{ next_successor } ?
	    $attr{ next_successor } :
		$attr{ next_alphabetic } ?
		    \&Graph::_next_alphabetic :
			$attr{ next_numeric } ?
			    \&Graph::_next_numeric :
				\&Graph::_next_random;
    if (exists $attr{ has_a_cycle }) {
	my $has_a_cycle =
	    ref $attr{ has_a_cycle } eq 'CODE' ?
		$attr{ has_a_cycle } : \&has_a_cycle;
	$self->{ back_edge } = $has_a_cycle;
	if ($self->{ graph }->is_undirected) {
	    $self->{ down_edge } = $has_a_cycle;
	}
    }
    if (exists $attr{ find_a_cycle }) {
	my $find_a_cycle =
	    ref $attr{ find_a_cycle } eq 'CODE' ?
		$attr{ find_a_cycle } : \&find_a_cycle;
	$self->{ back_edge } = $find_a_cycle;
	if ($self->{ graph }->is_undirected) {
	    $self->{ down_edge } = $find_a_cycle;
	}
    }
    $self->{ add } = \&add_order;
    $self->{ see } = $see;
    delete @attr{ qw(
		     pre post pre_edge post_edge
		     successor unseen_successor seen_successor
		     tree_edge non_tree_edge
		     back_edge down_edge cross_edge seen_edge
		     start get_next_root
		     next_root next_alphabetic next_numeric next_random next_successor
		     first_root
		     has_a_cycle find_a_cycle
		    ) };
    if (keys %attr) {
	require Carp;
	my @attr = sort keys %attr;
	Carp::croak(sprintf "Graph::Traversal: unknown attribute%s @{[map { qq['$_'] } @attr]}\n", @attr == 1 ? '' : 's');
    }
}

sub new {
    my $class = shift;
    my $g = shift;
    unless (ref $g && $g->isa('Graph')) {
	require Carp;
	Carp::croak("Graph::Traversal: first argument is not a Graph");
    }
    my $self = { graph => $g, state => { } };
    bless $self, $class;
    $self->reset;
    $self->configure( @_ );
    return $self;
}

sub terminate {
    my $self = shift;
    $self->{ terminate } = 1;
}

sub add_order {
    my ($self, @next) = @_;
    push @{ $self->{ order } }, @next;
}

sub visit {
    my ($self, @next) = @_;
    delete @{ $self->{ unseen } }{ @next };
    print "unseen = @{[sort keys %{$self->{unseen}}]}\n" if DEBUG;
    @{ $self->{ seen } }{ @next } = @next;
    print "seen = @{[sort keys %{$self->{seen}}]}\n" if DEBUG;
    $self->{ add }->( $self, @next );
    print "order = @{$self->{order}}\n" if DEBUG;
    if (exists $self->{ pre }) {
	my $p = $self->{ pre };
	for my $v (@next) {
	    $p->( $v, $self );
	}
    }
}

sub visit_preorder {
    my ($self, @next) = @_;
    push @{ $self->{ preorder } }, @next;
    for my $v (@next) {
	$self->{ preordern }->{ $v } = $self->{ preorderi }++;
    }
    print "preorder = @{$self->{preorder}}\n" if DEBUG;
    $self->visit( @next );
}

sub visit_postorder {
    my ($self) = @_;
    my @post = reverse $self->{ see }->( $self );
    push @{ $self->{ postorder } }, @post;
    for my $v (@post) {
	$self->{ postordern }->{ $v } = $self->{ postorderi }++;
    }
    print "postorder = @{$self->{postorder}}\n" if DEBUG;
    if (exists $self->{ post }) {
	my $p = $self->{ post };
	for my $v (@post) {
	    $p->( $v, $self ) ;
	}
    }
    if (exists $self->{ post_edge }) {
	my $p = $self->{ post_edge };
	my $u = $self->current;
	if (defined $u) {
	    for my $v (@post) {
		$p->( $u, $v, $self, $self->{ state });
	    }
	}
    }
}

sub _callbacks {
    my ($self, $current, @all) = @_;
    return unless @all;
    my $nontree  = $self->{ non_tree_edge };
    my $back     = $self->{ back_edge };
    my $down     = $self->{ down_edge };
    my $cross    = $self->{ cross_edge };
    my $seen     = $self->{ seen_edge };
    my $bdc = defined $back || defined $down || defined $cross;
    if (defined $nontree || $bdc || defined $seen) {
	my $u = $current;
	my $preu  = $self->{ preordern  }->{ $u };
	my $postu = $self->{ postordern }->{ $u };
	for my $v ( @all ) {
	    my $e = $self->{ tree }->has_edge( $u, $v );
	    if ( !$e && (defined $nontree || $bdc) ) {
		if ( exists $self->{ seen }->{ $v }) {
		    $nontree->( $u, $v, $self, $self->{ state })
			if $nontree;
		    if ($bdc) {
			my $postv = $self->{ postordern }->{ $v };
			if ($back &&
			    (!defined $postv || $postv >= $postu)) {
			    $back ->( $u, $v, $self, $self->{ state });
			} else {
			    my $prev = $self->{ preordern }->{ $v };
			    if ($down && $prev > $preu) {
				$down ->( $u, $v, $self, $self->{ state });
			    } elsif ($cross && $prev < $preu) {
				$cross->( $u, $v, $self, $self->{ state });
			    }
			}
		    }
		}
	    }
	    if ($seen) {
		my $c = $self->graph->get_edge_count($u, $v);
		while ($c-- > 1) {
		    $seen->( $u, $v, $self, $self->{ state } );
		}
	    }
	}
    }
}

sub next {
    my $self = shift;
    return undef if $self->{ terminate };
    my @next;
    while ($self->seeing) {
	my $current = $self->current;
	print "current = $current\n" if DEBUG;
	@next = $self->{ graph }->successors( $current );
	print "next.0 - @next\n" if DEBUG;
	my %next; @next{ @next } = @next;
	print "next.1 - @next\n" if DEBUG;
	@next = keys %next;
	my @all = @next;
	print "all = @all\n" if DEBUG;
	for my $s (keys %next) {
	    delete $next{$s} if exists $self->{seen}->{$s};
	}
	@next = keys %next;
	print "next.2 - @next\n" if DEBUG;
	if (@next) {
	    @next = $self->{ next_successor }->( $self, \%next );
	    print "next.3 - @next\n" if DEBUG;
	    for my $v (@next) {
		$self->{ tree }->add_edge( $current, $v );
	    }
	    if (exists $self->{ pre_edge }) {
		my $p = $self->{ pre_edge };
		my $u = $self->current;
		for my $v (@next) {
		    $p->( $u, $v, $self, $self->{ state });
		}
	    }
	    last;
	} else {
	    $self->visit_postorder;
	}
	return undef if $self->{ terminate };
	$self->_callbacks($current, @all);
    }
    print "next.4 - @next\n" if DEBUG;
    unless (@next) {
	unless ( @{ $self->{ roots } } ) {
	    my $first = $self->{ first_root };
	    if (defined $first) {
		@next =
		    ref $first eq 'CODE' ? 
			$self->{ first_root }->( $self, $self->{ unseen } ) :
			$first;
		return unless @next;
	    }
	}
	unless (@next) {
	    return unless defined $self->{ next_root };
	    return unless @next =
		$self->{ next_root }->( $self, $self->{ unseen } );
	}
	return if exists $self->{ seen }->{ $next[0] }; # Sanity check.
	print "next.5 - @next\n" if DEBUG;
	push @{ $self->{ roots } }, $next[0];
    }
    print "next.6 - @next\n" if DEBUG;
    if (@next) {
	$self->visit_preorder( @next );
    }
    return $next[0];
}

sub _order {
    my ($self, $order) = @_;
    1 while defined $self->next;
    my $wantarray = wantarray;
    if ($wantarray) {
	@{ $self->{ $order } };
    } elsif (defined $wantarray) {
	shift @{ $self->{ $order } };
    }
}

sub preorder {
    my $self = shift;
    $self->_order( 'preorder' );
}

sub postorder {
    my $self = shift;
    $self->_order( 'postorder' );
}

sub unseen {
    my $self = shift;
    values %{ $self->{ unseen } };
}

sub seen {
    my $self = shift;
    values %{ $self->{ seen } };
}

sub seeing {
    my $self = shift;
    @{ $self->{ order } };
}

sub roots {
    my $self = shift;
    @{ $self->{ roots } };
}

sub is_root {
    my ($self, $v) = @_;
    for my $u (@{ $self->{ roots } }) {
	return 1 if $u eq $v;
    }
    return 0;
}

sub tree {
    my $self = shift;
    $self->{ tree };
}

sub graph {
    my $self = shift;
    $self->{ graph };
}

sub vertex_by_postorder {
    my ($self, $i) = @_;
    exists $self->{ postorder } && $self->{ postorder }->[ $i ];
}

sub postorder_by_vertex {
    my ($self, $v) = @_;
    exists $self->{ postordern } && $self->{ postordern }->{ $v };
}

sub postorder_vertices {
    my ($self, $v) = @_;
    exists $self->{ postordern } ? %{ $self->{ postordern } } : ();
}

sub vertex_by_preorder {
    my ($self, $i) = @_;
    exists $self->{ preorder } && $self->{ preorder }->[ $i ];
}

sub preorder_by_vertex {
    my ($self, $v) = @_;
    exists $self->{ preordern } && $self->{ preordern }->{ $v };
}

sub preorder_vertices {
    my ($self, $v) = @_;
    exists $self->{ preordern } ? %{ $self->{ preordern } } : ();
}

sub has_state {
    my ($self, $var) = @_;
    exists $self->{ state } && exists $self->{ state }->{ $var };
}

sub get_state {
    my ($self, $var) = @_;
    exists $self->{ state } ? $self->{ state }->{ $var } : undef;
}

sub set_state {
    my ($self, $var, $val) = @_;
    $self->{ state }->{ $var } = $val;
    return 1;
}

sub delete_state {
    my ($self, $var) = @_;
    delete $self->{ state }->{ $var };
    delete $self->{ state } unless keys %{ $self->{ state } };
    return 1;
}

1;
__END__