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egs/wsj/s5/utils/validate_text.pl
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#!/usr/bin/env perl # #=============================================================================== # Copyright 2017 Johns Hopkins University (author: Yenda Trmal <jtrmal@gmail.com>) # Johns Hopkins University (author: Daniel Povey) # # 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. #=============================================================================== # validation script for data/<dataset>/text # to be called (preferably) from utils/validate_data_dir.sh use strict; use warnings; use utf8; use Fcntl qw< SEEK_SET >; # this function reads the opened file (supplied as a first # parameter) into an array of lines. For each # line, it tests whether it's a valid utf-8 compatible # line. If all lines are valid utf-8, it returns the lines # decoded as utf-8, otherwise it assumes the file's encoding # is one of those 1-byte encodings, such as ISO-8859-x # or Windows CP-X. # Please recall we do not really care about # the actually encoding, we just need to # make sure the length of the (decoded) string # is correct (to make the output formatting looking right). sub get_utf8_or_bytestream { use Encode qw(decode encode); my $is_utf_compatible = 1; my @unicode_lines; my @raw_lines; my $raw_text; my $lineno = 0; my $file = shift; while (<$file>) { $raw_text = $_; last unless $raw_text; if ($is_utf_compatible) { my $decoded_text = eval { decode("UTF-8", $raw_text, Encode::FB_CROAK) } ; $is_utf_compatible = $is_utf_compatible && defined($decoded_text); push @unicode_lines, $decoded_text; } else { #print STDERR "WARNING: the line $raw_text cannot be interpreted as UTF-8: $decoded_text "; ; } push @raw_lines, $raw_text; $lineno += 1; } if (!$is_utf_compatible) { return (0, @raw_lines); } else { return (1, @unicode_lines); } } # check if the given unicode string contain unicode whitespaces # other than the usual four: TAB, LF, CR and SPACE sub validate_utf8_whitespaces { my $unicode_lines = shift; use feature 'unicode_strings'; for (my $i = 0; $i < scalar @{$unicode_lines}; $i++) { my $current_line = $unicode_lines->[$i]; if ((substr $current_line, -1) ne " "){ print STDERR "$0: The current line (nr. $i) has invalid newline "; return 1; } my @A = split(" ", $current_line); my $utt_id = $A[0]; # we replace TAB, LF, CR, and SPACE # this is to simplify the test if ($current_line =~ /\x{000d}/) { print STDERR "$0: The line for utterance $utt_id contains CR (0x0D) character "; return 1; } $current_line =~ s/[\x{0009}\x{000a}\x{0020}]/./g; if ($current_line =~/\s/) { print STDERR "$0: The line for utterance $utt_id contains disallowed Unicode whitespaces "; return 1; } } return 0; } # checks if the text in the file (supplied as the argument) is utf-8 compatible # if yes, checks if it contains only allowed whitespaces. If no, then does not # do anything. The function seeks to the original position in the file after # reading the text. sub check_allowed_whitespace { my $file = shift; my $filename = shift; my $pos = tell($file); (my $is_utf, my @lines) = get_utf8_or_bytestream($file); seek($file, $pos, SEEK_SET); if ($is_utf) { my $has_invalid_whitespaces = validate_utf8_whitespaces(\@lines); if ($has_invalid_whitespaces) { print STDERR "$0: ERROR: text file '$filename' contains disallowed UTF-8 whitespace character(s) "; return 0; } } return 1; } if(@ARGV != 1) { die "Usage: validate_text.pl <text-file> " . "e.g.: validate_text.pl data/train/text "; } my $text = shift @ARGV; if (-z "$text") { print STDERR "$0: ERROR: file '$text' is empty or does not exist "; exit 1; } if(!open(FILE, "<$text")) { print STDERR "$0: ERROR: failed to open $text "; exit 1; } check_allowed_whitespace(\*FILE, $text) or exit 1; close(FILE); |