package Graph; | |
use utf8; | |
use namespace::autoclean; | |
use Carp; | |
use Moose; | |
use MooseX::SemiAffordanceAccessor; # attribute x is written using set_x($value) and read using x() | |
use List::MoreUtils qw(any); | |
use Node; | |
has 'comments' => (is => 'ro', isa => 'ArrayRef', default => sub {[]}, documentation => 'Sentence-level CoNLL-U comments.'); | |
has 'nodes' => (is => 'ro', isa => 'HashRef', default => sub {my $self = shift; {0 => new Node('id' => 0, 'graph' => $self)}}); | |
#------------------------------------------------------------------------------ | |
# Creates a graph from a list of CoNLL-U lines (the list may or may not contain | |
# the final empty line, it does not matter). This is a static function, it does | |
# not take a reference to a Graph object but it returns one. | |
#------------------------------------------------------------------------------ | |
sub from_conllu_lines | |
{ | |
my @sentence = @_; | |
my $graph = new Graph; | |
# Get rid of everything except the node lines. But include empty nodes! | |
foreach my $line (@sentence) | |
{ | |
if($line =~ m/^\#/) | |
{ | |
push(@{$graph->comments()}, $line); | |
} | |
elsif($line =~ m/^\d/) | |
{ | |
my @fields = split(/\t/, $line); | |
my $node = new Node('id' => $fields[0], 'form' => $fields[1], 'lemma' => $fields[2], 'upos' => $fields[3], 'xpos' => $fields[4], | |
'_head' => $fields[6], '_deprel' => $fields[7], '_deps' => $fields[8]); | |
$node->set_feats_from_conllu($fields[5]); | |
$node->set_misc_from_conllu($fields[9]); | |
$graph->add_node($node); | |
} | |
} | |
# Once all nodes have been added to the graph, we can draw edges between them. | |
foreach my $node ($graph->get_nodes()) | |
{ | |
$node->set_basic_dep_from_conllu(); | |
$node->set_deps_from_conllu(); | |
} | |
return $graph; | |
} | |
#------------------------------------------------------------------------------ | |
# Generates a list of CoNLL-U lines from the current graph; the list does not | |
# contain the final empty line. | |
#------------------------------------------------------------------------------ | |
sub to_conllu_lines | |
{ | |
confess('Incorrect number of arguments') if(scalar(@_) != 1); | |
my $self = shift; | |
my @sentence = @{$self->comments()}; | |
foreach my $node ($self->get_nodes()) | |
{ | |
my @fields = ($node->id(), $node->form(), $node->lemma(), $node->upos(), $node->xpos(), $node->get_feats_string(), | |
$node->bparent(), $node->bdeprel(), $node->get_deps_string(), $node->get_misc_string()); | |
push(@sentence, join("\t", @fields)); | |
} | |
return @sentence; | |
} | |
#------------------------------------------------------------------------------ | |
# Checks whether there is a node with the given id. | |
#------------------------------------------------------------------------------ | |
sub has_node | |
{ | |
confess('Incorrect number of arguments') if(scalar(@_) != 2); | |
my $self = shift; | |
my $id = shift; | |
confess('Undefined id') if(!defined($id)); | |
return exists($self->nodes()->{$id}); | |
} | |
#------------------------------------------------------------------------------ | |
# Returns node with the given id. If there is no such node, returns undef. | |
#------------------------------------------------------------------------------ | |
sub get_node | |
{ | |
confess('Incorrect number of arguments') if(scalar(@_) != 2); | |
my $self = shift; | |
my $id = shift; | |
confess('Undefined id') if(!defined($id)); | |
return $self->has_node($id) ? $self->nodes()->{$id} : undef; | |
} | |
#------------------------------------------------------------------------------ | |
# Returns node with the given id. If there is no such node, returns undef. | |
# This method is just an alias for get_node(). | |
#------------------------------------------------------------------------------ | |
sub node | |
{ | |
my $self = shift; | |
my $id = shift; | |
return $self->get_node($id); | |
} | |
#------------------------------------------------------------------------------ | |
# Returns the list of all nodes except the artificial root node with id 0. The | |
# list is ordered by node ids. | |
#------------------------------------------------------------------------------ | |
sub get_nodes | |
{ | |
confess('Incorrect number of arguments') if(scalar(@_) != 1); | |
my $self = shift; | |
my @list = map {$self->get_node($_)} (sort | |
{ | |
Node::cmpids($a, $b) | |
} | |
(grep {$_ ne '0'} (keys(%{$self->nodes()})))); | |
return @list; | |
} | |
#------------------------------------------------------------------------------ | |
# Adds a node to the graph. The node must have a non-empty id that has not been | |
# used by any other node previously added to the graph. | |
#------------------------------------------------------------------------------ | |
sub add_node | |
{ | |
confess('Incorrect number of arguments') if(scalar(@_) != 2); | |
my $self = shift; | |
my $node = shift; | |
my $id = $node->id(); | |
if(!defined($id)) | |
{ | |
confess('Cannot add node with undefined ID'); | |
} | |
if($self->has_node($id)) | |
{ | |
confess("There is already a node with ID $id in the graph"); | |
} | |
$self->nodes()->{$id} = $node; | |
$node->set_graph($self); | |
} | |
#------------------------------------------------------------------------------ | |
# Removes a node from the graph. Does not change the ids of the remaining | |
# nodes. Returns the Node object that has been disconnected from the graph. | |
# Returns undef if there is no node with the given id. | |
#------------------------------------------------------------------------------ | |
sub remove_node | |
{ | |
confess('Incorrect number of arguments') if(scalar(@_) != 2); | |
my $self = shift; | |
my $id = shift; | |
confess('Undefined id') if(!defined($id)); | |
my $node = undef; | |
if($self->has_node($id)) | |
{ | |
$node = $self->nodes()->{$id}; | |
delete($self->nodes()->{$id}); | |
$node->set_graph(undef); | |
} | |
return $node; | |
} | |
#------------------------------------------------------------------------------ | |
# Adds an edge between two nodes that are already in the graph. | |
#------------------------------------------------------------------------------ | |
sub add_edge | |
{ | |
confess('Incorrect number of arguments') if(scalar(@_) != 4); | |
my $self = shift; | |
my $srcid = shift; | |
my $tgtid = shift; | |
my $deprel = shift; | |
my $srcnode = $self->get_node($srcid); | |
my $tgtnode = $self->get_node($tgtid); | |
confess("Unknown node '$srcid'") if(!defined($srcnode)); | |
confess("Unknown node '$tgtid'") if(!defined($tgtnode)); | |
# Outgoing edge from the source (parent). | |
my %oe = | |
( | |
'id' => $tgtid, | |
'deprel' => $deprel | |
); | |
# Incoming edge to the target (child). | |
my %ie = | |
( | |
'id' => $srcid, | |
'deprel' => $deprel | |
); | |
# Check that the same edge does not exist already. | |
push(@{$srcnode->oedges()}, \%oe) unless(any {$_->{id} eq $tgtid && $_->{deprel} eq $deprel} (@{$srcnode->oedges()})); | |
push(@{$tgtnode->iedges()}, \%ie) unless(any {$_->{id} eq $srcid && $_->{deprel} eq $deprel} (@{$tgtnode->iedges()})); | |
} | |
#------------------------------------------------------------------------------ | |
# Removes an existing edge between two nodes of the graph. | |
#------------------------------------------------------------------------------ | |
sub remove_edge | |
{ | |
confess('Incorrect number of arguments') if(scalar(@_) != 4); | |
my $self = shift; | |
my $srcid = shift; | |
my $tgtid = shift; | |
my $deprel = shift; | |
my $srcnode = $self->get_node($srcid); | |
my $tgtnode = $self->get_node($tgtid); | |
confess("Unknown node '$srcid'") if(!defined($srcnode)); | |
confess("Unknown node '$tgtid'") if(!defined($tgtnode)); | |
# Outgoing edge from the source (parent). | |
@{$srcnode->oedges()} = grep {!($_->{id} eq $tgtid && $_->{deprel} eq $deprel)} (@{$srcnode->oedges()}); | |
# Incoming edge to the target (child). | |
@{$tgtnode->iedges()} = grep {!($_->{id} eq $srcid && $_->{deprel} eq $deprel)} (@{$tgtnode->iedges()}); | |
} | |
#------------------------------------------------------------------------------ | |
# Graphs refer to nodes and nodes refer back to graphs. We must break this | |
# cycle manually when we are done with the graph, otherwise the Perl garbage | |
# collector will keep the graph and the nodes in the memory forever. Note that | |
# renaming this method to DEMOLISH will not cause Perl to clean up automati- | |
# cally. As long as the references are there, the graph will not be destroyed | |
# and DEMOLISH will not be called. | |
# | |
# Debug memory usage like this (watch the VSZ number): | |
# print STDERR ("Sentence no. $i\n", `ps -p $$ -o vsz,rsz,sz,size`); | |
#------------------------------------------------------------------------------ | |
sub remove_all_nodes | |
{ | |
my $self = shift; | |
my @nodes = $self->get_nodes(); | |
foreach my $node (@nodes) | |
{ | |
$self->remove_node($node->id()); | |
# We don't have to remove edges manually. They contain node ids but not Perl references. | |
} | |
} | |
__PACKAGE__->meta->make_immutable(); | |
1; | |
=for Pod::Coverage BUILD | |
=encoding utf-8 | |
=head1 NAME | |
Graph | |
=head1 DESCRIPTION | |
A C<Graph> holds a list of nodes and can return the C<Node> based on its | |
C<ID> (the first column in a CoNLL-U file, can be integer or a decimal number). | |
Edges are stored in nodes. | |
It is currently necessary to call the method C<remove_all_nodes()> when the | |
graph is no longer needed. Otherwise cyclic references will prevent Perl from | |
freeing the memory occupied by the graph and its nodes. | |
=head1 ATTRIBUTES | |
=over | |
=item comments | |
A read-only attribute (filled during construction) that holds the sentence-level | |
comments from the CoNLL-U file. | |
=item nodes | |
A hash (reference) that holds the individual L<Node> objects, indexed by their | |
ids from the first column of the CoNLL-U file. | |
=back | |
=head1 METHODS | |
=over | |
=item $graph = Graph::from_conllu_lines (@sentence); | |
Creates a graph from a list of CoNLL-U lines (the list may or may not contain | |
the final empty line, it does not matter). This is a static function, it does | |
not take a reference to a Graph object but it returns one. | |
=item @sentence = $graph->to_conllu_lines (); | |
Generates a list of CoNLL-U lines from the current graph; the list does not | |
contain the final empty line. | |
=item $graph->has_node ($id); | |
Returns a nonzero value if there is a node with the given id in the graph. | |
=item $graph->get_node ($id); | |
=item $graph->node ($id); | |
Returns the object with the node with the given id. | |
=item @nodes = $graph->get_nodes (); | |
Returns the list of all nodes except the artificial root node with id 0. The | |
list is ordered by node ids. | |
=item $graph->add_node ($node); | |
Adds a node (a L<Node> object) to the graph. The node must have a non-empty id | |
that has not been used by any other node previously added to the graph. | |
=item $graph->remove_node ($id); | |
Removes a node from the graph. Does not change the ids of the remaining | |
nodes. Returns the L<Node> object that has been disconnected from the graph. | |
Returns undef if there is no node with the given id. | |
=item $graph->add_edge ($source_id, $target_id, $relation_label); | |
Adds an edge between two nodes that are already in the graph. | |
=item $graph->remove_edge ($source_id, $target_id, $relation_label); | |
Removes an existing edge between two nodes of the graph. | |
=item $graph->remove_all_nodes (); | |
Currently the only way of breaking cyclic references when the graph is no | |
longer needed. Make sure to call this method in order to prevent memory leaks! | |
=back | |
=head1 AUTHORS | |
Daniel Zeman <zeman@ufal.mff.cuni.cz> | |
=head1 COPYRIGHT AND LICENSE | |
Copyright © 2019, 2020 by Institute of Formal and Applied Linguistics, Charles University in Prague | |
This module is free software; you can redistribute it and/or modify it under the same terms as Perl itself. | |