1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623
|
package SmilesScripts::Isomorphism;
use strict;
use warnings;
use Chemistry::OpenSMILES qw(
clean_chiral_centers
is_chiral_tetrahedral
is_cis_trans_bond
is_double_bond
);
use Chemistry::OpenSMILES::Stereo qw(
chirality_to_pseudograph
cis_trans_to_pseudoedges
mark_all_double_bonds
);
use Chemistry::OpenSMILES::Parser;
use Chemistry::OpenSMILES::Writer qw( write_SMILES );
use Clone qw( clone );
use Data::Dumper;
use Graph;
use Graph::Nauty qw( are_isomorphic canonical_order orbits );
use List::Util qw( any first );
use SmilesScripts::DiffMessage qw(
aggregate_messages
message
message_isomorphism
);
use parent Exporter::;
our @EXPORT_OK = qw( smi_compare );
$Graph::Nauty::worksize = 25600;
sub smi_compare($$@)
{
my( $first_smiles, $second_smiles, $options ) = @_;
$options = {} unless $options;
my( $check_isomorphism,
$remove_alkali_bonds ) =
( $options->{check_isomorphism},
$options->{remove_alkali_bonds} );
my $pair_moieties_options = { check_isomorphism => $check_isomorphism };
# Define the comparison strategy
my $steps = [
# Since removal of H atoms sometimes also dissolves chiral centers and
# unsets cis/trans markers, removal of H atoms is performed later.
{ name => 'chirality', func => \&remove_chirality },
{ name => 'cis/trans', func => \&remove_bond_order,
args => { orders => [ '/', '\\' ] } },
{ name => 'charge', func => \&remove_charge },
{ name => 'order', func => \&remove_bond_order,
args => { orders => [ ':', '=', '#', '$' ] } },
{ name => 'aromaticity', func => \&remove_aromaticity },
{ name => 'H atoms', func => \&remove_atoms, args => [ 'H' ] },
{ name => 'atom types', func => \&remove_atom_types },
];
if( $remove_alkali_bonds ) {
push @$steps, { name => 'alkali bonds', func => \&remove_alkali_bonds };
}
my @checks = sort { my $aa = sprintf '%b', $a;
my $bb = sprintf '%b', $b;
($a & (2**6)) <=> ($b & (2**6)) || # atom types is the last resort
($a & (2**5)) <=> ($b & (2**5)) || # H atoms is quite destructive too
($aa =~ s/1//g) <=> ($bb =~ s/1//g) || # least changes to the front
$a <=> $b }
0..(2**@$steps)-1;
my $first_moiety = parse_smiles( $first_smiles );
my $second_moiety = parse_smiles( $second_smiles );
my $nonmatching_single_moieties_achieved = 0;
my @invariants;
COMBINATION:
for my $checks (@checks) {
next if any { $checks & $_ } @invariants;
# There is a problem with Graph 0.9723 causing loss of $.:
# https://github.com/graphviz-perl/Graph/issues/26
# Thus we have to go around it.
my $line_no = $.;
my $first_moiety_copy = [ map { copy_moiety( $_ ) } @$first_moiety ];
my $second_moiety_copy = [ map { copy_moiety( $_ ) } @$second_moiety ];
$. = $line_no;
my @modulo;
for my $i (0..@$steps-1) {
next unless $checks & (2**$i);
# Do not perform the comparison unless at least one of the
# molecules are touched by the simplification
if( $steps->[$i]{func}( $first_moiety_copy, $steps->[$i]{args} ) |
$steps->[$i]{func}( $second_moiety_copy, $steps->[$i]{args} ) ) {
push @modulo, $steps->[$i]{name};
} else {
push @invariants, $checks;
next COMBINATION;
}
}
eval {
pair_moieties( $first_moiety_copy,
$second_moiety_copy,
$pair_moieties_options );
};
if( $@ ) {
print STDERR "$@"; # TODO better reporting here
next;
}
# Checking for single nonmatching moieties
$nonmatching_single_moieties_achieved |=
scalar @$first_moiety_copy == 1 &&
scalar @$second_moiety_copy == 1;
# There are still unmatched moieties on both sides, further
# reductions are needed
next if @$first_moiety_copy && @$second_moiety_copy;
my $reason;
if( @modulo ) {
$reason = 'isomorphic modulo ' . join( ', ', sort @modulo );
} else {
$reason = 'isomorphic';
}
if( @$first_moiety_copy || @$second_moiety_copy ) {
if( $reason eq 'isomorphic' ) {
$reason = 'isomorphic modulo superfluous moieties';
} else {
$reason .= ', superfluous moieties';
}
if( $options->{superfluous_moieties_side} ) {
$reason .= ' on left' if @$first_moiety_copy;
$reason .= ' on right' if @$second_moiety_copy;
}
}
return $reason;
}
my $reason = 'unknown';
if( $nonmatching_single_moieties_achieved ) {
$reason = 'nonmatching single moieties';
}
return $reason;
}
sub parse_smiles
{
my ( $smiles ) = @_;
my @smiles;
eval {
my $parser;
$parser = Chemistry::OpenSMILES::Parser->new;
@smiles = $parser->parse( $smiles, { max_hydrogen_count_digits => 2 } );
for my $moiety (@smiles) {
# Some versions of Chemistry::OpenSMILES specified H count of 0
# for atoms represented in square brackets, thus the following is
# executed to remove them just in case:
for my $atom ($moiety->vertices) {
delete $atom->{hcount};
}
my @orbits = orbits( $moiety, \&write_SMILES );
my %orbits;
for my $orbit (0..$#orbits) {
for (@{$orbits[$orbit]}) {
$orbits{$_} = $orbit;
}
}
my @removed = clean_chiral_centers( $moiety,
sub { $orbits{$_[0]} } );
next unless @removed;
warn scalar @removed . ' tetrahedral chiral center(s) with ' .
'less than 4 distinct neighbours were removed.' . "\n";
}
};
if( $@ ) {
$@ =~ s/\.?\n$//;
die "error parsing '$smiles': $@.\n";
} else {
return \@smiles;
}
}
sub cleanup_empty_moieties
{
my $removed = 0;
for (@_) {
my $count = scalar @$_;
@$_ = grep { scalar $_->vertices } @$_;
$removed += $count - scalar @$_;
}
if( $removed ) {
warn "$removed empty moiety(es) removed from both " .
"SMILES prior to comparison.\n";
}
}
sub discover_split_moieties
{
my ( $moieties ) = @_;
if( $Graph::VERSION < 0.9717 ) {
die 'Graph 0.9717 or later is needed to correctly split ' .
'molecular graphs' . "\n";
}
my @moieties_now;
for my $moiety (@$moieties) {
my @connected = $moiety->connected_components;
if( @connected == 1 ) {
push @moieties_now, $moiety;
next;
}
# Split the graph (moiety) in question into graphs each
# consisting of a connected component. Graph module does
# not contain a function or method to do so, thus it has
# to be done using Graph::connected_components()
for my $i (0..$#connected) {
my $moiety_now = $moiety->copy;
for my $j (0..$#connected) {
next if $i == $j;
$moiety_now->delete_vertices( @{$connected[$j]} );
}
push @moieties_now, $moiety_now;
}
}
@$moieties = @moieties_now;
}
my @alkali_elements = qw( Li Be Na Mg K Ca Rb Sr Cs Ba Fr Ra );
sub remove_alkali_bonds
{
my ( $moieties ) = @_;
my $changed = 0;
for my $moiety (@$moieties) {
for my $edge ($moiety->edges) {
next unless any { $_ eq $edge->[0]->{symbol} ||
$_ eq $edge->[1]->{symbol} } @alkali_elements;
$moiety->delete_edge( @$edge );
$changed = 1;
for my $atom (@$edge) {
next unless is_chiral_tetrahedral( $atom );
delete $atom->{chirality};
delete $atom->{chirality_neighbours};
}
}
}
return $changed unless $changed;
discover_split_moieties( $moieties );
return $changed;
}
sub remove_atoms
{
my ( $moieties, $atoms ) = @_;
my $changed = 0;
my $maybe_split_moiety = 0;
for my $moiety (@$moieties) {
for my $vertex ($moiety->vertices) {
next unless any { ucfirst $vertex->{symbol} eq $_ } @$atoms;
$maybe_split_moiety |= $moiety->degree( $vertex ) >= 2;
for my $neighbour ($moiety->neighbours( $vertex )) {
next unless is_chiral_tetrahedral( $neighbour );
# All neighbouring chiral tetrahedral atoms have to lose
# their chirality status
delete $neighbour->{chirality};
delete $neighbour->{chirality_neighbours};
}
$moiety->delete_vertex( $vertex );
$changed = 1;
}
}
return $changed unless $changed;
discover_split_moieties( $moieties ) if $maybe_split_moiety;
cleanup_empty_moieties( $moieties );
return $changed;
}
sub remove_charge
{
my ( $moieties ) = @_;
my $changed = 0;
for my $moiety (@$moieties) {
for my $vertex ($moiety->vertices) {
next if ! exists $vertex->{charge};
delete $vertex->{charge};
$changed = 1;
}
}
return $changed;
}
sub remove_chirality
{
my ( $moieties ) = @_;
my $changed = 0;
for my $moiety (@$moieties) {
for my $vertex ($moiety->vertices) {
next unless exists $vertex->{chirality};
delete $vertex->{chirality};
delete $vertex->{chirality_neighbours} if exists $vertex->{chirality_neighbours};
$changed = 1;
}
}
return $changed;
}
sub remove_aromaticity
{
my ( $moieties ) = @_;
my $changed = 0;
for my $moiety (@$moieties) {
for my $vertex ($moiety->vertices) {
next if $vertex->{symbol} eq ucfirst $vertex->{symbol};
$vertex->{symbol} = ucfirst $vertex->{symbol};
$changed = 1;
}
}
return $changed;
}
sub remove_bond_order
{
my ( $moieties, $options ) = @_;
my $message = 'order';
my @orders;
$options = {} unless $options;
$message = $options->{message} if $options->{message};
@orders = @{$options->{orders}} if $options->{orders};
my $changed = 0;
for my $moiety (@$moieties) {
for my $edge ($moiety->edges) {
next if !$moiety->has_edge_attributes( @$edge );
if( @orders &&
!grep { $moiety->get_edge_attribute( @$edge, 'bond' ) eq $_ }
@orders ) {
next;
}
$moiety->delete_edge_attributes( @$edge );
$changed = 1;
}
}
return $changed;
}
sub remove_atom_types
{
my ( $moieties ) = @_;
for my $moiety (@$moieties) {
for my $vertex ($moiety->vertices) {
$vertex->{symbol} = 'X';
}
}
return 1;
}
sub pair_moieties
{
my( $A, $B, $options ) = @_;
$options = {} unless $options;
my %A_depictions;
my %A_quantities;
for (@$A) {
my $depiction = canonical_depiction( $_ );
$A_quantities{$depiction}++;
push @{$A_depictions{$depiction}}, $_;
if( $options->{check_isomorphism} &&
$A_quantities{$depiction} > 1 &&
!are_isomorphic( unpack_molecular_graph( $A_depictions{$depiction}[-2] ),
unpack_molecular_graph( $A_depictions{$depiction}[-1] ),
\&depict_unpacked_vertex ) ) {
warn "graphs for '$depiction' were found to be not isomorphic\n";
}
}
my %B_depictions;
my %B_quantities;
for (@$B) {
my $depiction = canonical_depiction( $_ );
$B_quantities{$depiction}++;
push @{$B_depictions{$depiction}}, $_;
if( $options->{check_isomorphism} &&
$B_quantities{$depiction} > 1 &&
!are_isomorphic( unpack_molecular_graph( $B_depictions{$depiction}[-2] ),
unpack_molecular_graph( $B_depictions{$depiction}[-1] ),
\&depict_unpacked_vertex ) ) {
warn "graphs for '$depiction' were found to be not isomorphic\n";
}
}
my( $only_A, $only_B, $common ) =
comm( [ keys %A_depictions ], [ keys %B_depictions ] );
if( !@$only_A && !@$only_B ) {
for (@$common) {
if( $A_quantities{$_} != $B_quantities{$_} ) {
warn "different number of moieties of '$_', " .
"$A_quantities{$_} vs. $B_quantities{$_}\n";
}
if( $options->{check_isomorphism} &&
!are_isomorphic( unpack_molecular_graph( $A_depictions{$_}[0] ),
unpack_molecular_graph( $B_depictions{$_}[0] ),
\&depict_unpacked_vertex ) ) {
warn "graphs for '$_' were found to be not isomorphic\n";
}
}
}
@$A = map { @{$A_depictions{$_}} } @$only_A;
@$B = map { @{$B_depictions{$_}} } @$only_B;
}
sub canonical_depiction
{
my( $graph, $color_sub ) = @_;
$color_sub = \&write_SMILES unless $color_sub;
my $drop_chirality = sub {
my( $vertex ) = @_;
return '' unless %$vertex;
my %atom = %$vertex;
delete $atom{chirality};
return $color_sub->( \%atom );
};
my $order_sub = sub {
return exists $_[0]->{number} ? $_[0]->{number} : -1;
};
# FIXME: This code is copied from smi_canonicalise. A more effective
# solution should be found instead of duplicating the code.
my $copy = unpack_molecular_graph( $graph );
my @order = canonical_order( $copy, $drop_chirality, $order_sub );
my %order;
for (0..$#order) {
$order{$order[$_]} = $_;
}
# Collect cis/trans bonds for marking them up
my @cis_trans_bonds;
for my $bond ($graph->edges) {
next unless is_double_bond( $graph, @$bond );
my $subgraph = $copy->subgraph( [ $graph->neighbours( $bond->[0] ),
$graph->neighbours( $bond->[1] ) ] );
my $cis_trans_bond = first { $copy->has_edge_attribute( @$_, 'pseudo' ) }
$subgraph->edges;
next unless $cis_trans_bond;
@$cis_trans_bond = reverse @$cis_trans_bond unless $subgraph->has_edge( $bond->[0], $cis_trans_bond->[0] );
push @cis_trans_bonds, [ $cis_trans_bond->[0],
$bond->[0],
$bond->[1],
$cis_trans_bond->[1],
$copy->get_edge_attribute( @$cis_trans_bond, 'pseudo' ) ];
}
# Drop cis/trans markers from the input graph and mark them
# anew.
for my $bond ($graph->edges) {
next unless is_cis_trans_bond( $graph, @$bond );
$graph->delete_edge_attribute( @$bond, 'bond' );
}
mark_all_double_bonds( $graph,
\@cis_trans_bonds,
sub { $order{$_[0]} } );
my $smiles = write_SMILES(
$graph,
{
order_sub =>
sub {
my @sorted = sort { $order{$a} <=> $order{$b} }
keys %{$_[0]};
return $_[0]->{shift @sorted};
},
} );
# A.M.: I cannot find a counter-example, thus the following seems
# reasonable to me. In a SMILES descriptor, one can substitute all
# '/' with '\' and vice versa, and retain correct cis/trans settings.
if( $smiles =~ /([\/\\])/ && $1 eq '\\' ) {
$smiles =~ tr/\/\\/\\\//;
}
return $smiles;
}
sub comm
{
my( $A, $B ) = @_;
my @A = sort @$A;
my @B = sort @$B;
my( @only_A, @only_B, @common );
while( @A && @B ) {
if( $A[0] eq $B[0] ) {
push @common, shift @A;
shift @B;
next;
}
if( $A[0] lt $B[0] ) {
push @only_A, shift @A;
next;
}
if( $A[0] gt $B[0] ) {
push @only_B, shift @B;
next;
}
}
push @only_A, @A;
push @only_B, @B;
return \@only_A, \@only_B, \@common;
}
# "Unpacks" parsed SMILES graph by converting cis/trans bonds to
# pseudoedges and chirality markers to pseudovertices with their own
# pseudoedges.
sub unpack_molecular_graph
{
my( $graph ) = @_;
my $copy = $graph->copy;
for my $bond ($graph->edges) {
next unless $graph->has_edge_attribute( @$bond, 'bond' );
$copy->set_edge_attribute( @$bond,
'bond',
$graph->get_edge_attribute( @$bond, 'bond' ) );
}
cis_trans_to_pseudoedges( $copy );
chirality_to_pseudograph( $copy );
return $copy;
}
sub depict_unpacked_vertex
{
my( $vertex ) = @_;
if( ref $vertex eq 'HASH' && exists $vertex->{symbol} ) {
$vertex = { %$vertex };
delete $vertex->{chirality};
return write_SMILES( $vertex );
}
return Dumper $vertex;
}
sub copy_moiety
{
my( $moiety ) = @_;
# Prior to v0.9723, Graph had a bug in deeply copied graphs with references as vertices.
# Therefore an ad-hoc method is used to deeply copy graphs on older systems.
return $moiety->deep_copy if $Graph::VERSION >= 0.9723;
my @vertices_orig = $moiety->vertices;
my @vertices_copy = map { clone $_ } @vertices_orig;
my %orig_to_copy = map { $vertices_orig[$_] => $vertices_copy[$_] }
0..$#vertices_orig;
for my $i (0..$#vertices_copy) {
next unless $vertices_copy[$i]->{chirality_neighbours};
@{$vertices_copy[$i]->{chirality_neighbours}} =
map { $orig_to_copy{$_} }
@{$vertices_orig[$i]->{chirality_neighbours}};
}
my $copy = Graph::Undirected->new( refvertexed => 1 );
$copy->add_vertices( @vertices_copy );
for my $edge ($moiety->edges) {
$copy->add_edge( map { $orig_to_copy{$_} } @$edge );
if( $moiety->has_edge_attributes( @$edge ) ) {
$copy->set_edge_attributes( ( map { $orig_to_copy{$_} } @$edge ),
clone $moiety->get_edge_attributes( @$edge ) );
}
}
return $copy;
}
1;
|