#!/usr/bin/perl -w # Copyright 2012 Arnab Ghoshal # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # THIS CODE IS PROVIDED *AS IS* BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, EITHER EXPRESS OR IMPLIED, INCLUDING WITHOUT LIMITATION ANY IMPLIED # WARRANTIES OR CONDITIONS OF TITLE, FITNESS FOR A PARTICULAR PURPOSE, # MERCHANTABLITY OR NON-INFRINGEMENT. # See the Apache 2 License for the specific language governing permissions and # limitations under the License. # This script builds a lower-order LM. my $usage = "Usage: subset_lm.pl -i input[.gz] -n order -o output[.gz] Builds a lower-oder LM from the input (can read & write gzipped files).\n"; use strict; use Getopt::Long; my ($in_lm, $order, $out_lm, @ngram_counts); GetOptions ("i=s" => \$in_lm, # Input language model file "n=i" => \$order, # Max n-gram order of the output "o=s" => \$out_lm); # Output language model file die "$usage" unless (defined($in_lm) && defined($order) && defined($out_lm)); die "Output order must be positive." unless ($order > 0); my $cmd = ($in_lm =~ /\.gz$/)? "gzip -dc $in_lm |" : "<$in_lm"; open(IN, "$cmd") or die "Cannot read from language model file '$in_lm': $!"; $cmd = ($out_lm =~ /\.gz$/)? "| gzip -c > $out_lm" : ">$out_lm"; open(OUT, "$cmd") or die "Cannot write to language model file '$out_lm': $!"; while () { last if /^\\data\\/; } # Skip till header # Read counts for various n-gram orders while () { next if /^$/; last if /^\\1-grams\:/; m/^ngram (\d+)\s*\=\s*(\d+)$/ or die "Bad line: $_"; $ngram_counts[$1] = $2; # Not 0-indexed! } # Handle degenerate case. if ($#ngram_counts <= $order) { warn "Input LM order ($#ngram_counts) <= required LM order ($order): input and output will be identical."; seek(IN, 0, 0); while () { print OUT; } # Don't have to worry about gz close IN; close OUT; exit 0; } else { # Print the header (with lower n-gram order) print OUT "\\data\\\n"; for my $i (1..$order) { print OUT "ngram $i=$ngram_counts[$i]\n"; } print OUT "\n"; } my $nproc; for my $i (1..$order) { $nproc = 0; # Number of n-grams actually found. print OUT "\n\\${i}-grams:\n"; while () { next if ($_ =~ /^$/); if ($_ =~ /^\\(\d+)\-grams\:/) { die "Expecting $ngram_counts[$i] $i-grams; found $nproc!" unless ($nproc == $ngram_counts[$i]); last; } my @fields = split; die "Bad line: $_" if ($#fields<$i || $#fields>$i+1); # For the highest order of n-gram, remove back-off weight, if present. pop(@fields) if ($i==$order && $#fields==$i+1); print OUT join(" ", @fields), "\n"; $nproc += 1; } } print OUT "\\end\\\n"; close IN; close OUT;