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我想构建一个刮板,通过Leveson Inquiry的成绩单进行解析,这些成绩单的明文格式如下:

         1                                      Thursday, 2 February 2012

         2   (10.00 am)

         3   LORD JUSTICE LEVESON:  Good morning.

         4   MR BARR:  Good morning, sir.  We're going to start today

         5       with witnesses from the mobile phone companies,

         6       Mr Blendis from Everything Everywhere, Mr Hughes from

         7       Vodafone and Mr Gorham from Telefonica.

         8   LORD JUSTICE LEVESON:  Very good.

         9   MR BARR:  We're going to listen to them all together, sir.

        10       Can I ask that the gentlemen are sworn in, please.

        11                   MR JAMES BLENDIS (affirmed)

        12                     MR ADRIAN GORHAM (sworn)

        13                      MR MARK HUGHES (sworn)

        14                       Questions by MR BARR

        15   MR BARR:  Can I start, please, Mr Hughes, with you.  Could

        16       you tell us the position that you hold and a little bit

        17       about your professional background, please?

        18   MR HUGHES:  Yes, sure.  I'm currently head of fraud risk and

        19       security for Vodafone UK.  I have been in that position

        20       since August 2011 and I've worked in the fraud risk and

        21       security department in Vodafone since October 2006.

        22   Q.  Mr Gorham, if I could ask you the same question, please.

        23   MR GORHAM:  I'm the head of fraud and security for

        24       Telefonica O2, I've been in that role for ten years and

        25       have been in the industry for 13.


                                         1

完整示例

最终,我想构建一个结构如下的 XML 文件:

<hearing date="2012-02-02" time="10:00">
    <quote speaker="Lord Justice Leveson" page="1" line="3">Good morning.</quote>
    <quote speaker="Mr Barr" page="1" line="4">Good morning, sir. We're going to start today with witnesses from the mobile phone companies, Mr Blendis from Everything Everywhere, Mr Hughes from Vodafone and Mr Gorham from Telefonica.</quote>
    <quote speaker="Lord Justice Leveson" page="1" line="8">Very good.</quote>
[... and on ...]
</hearing>

……有什么帮助吗?

(另请注意,“MR BARR:”在某个点变成了简单的“Q.”。)

非常感谢!

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2 回答 2

2

这通常是一个非常困难的问题,并且超出了 StackOverflow 的范围。也就是说,如果我必须这样做,我会采用迭代方法:

  1. 识别文本布局中的规律并设计候选语法。
  2. 使用语法编写解析器;解析将非常严格并丢弃(带有错误消息)任何不匹配的内容。
  3. 在整个文本上运行它
  4. 检查输出和不匹配,修改语法,识别特殊情况
  5. 返回第 3 步

至于这些步骤的细节,只有你可以决定你是否得到你想要的东西。此外,任何解决方案都需要事先或事后手动干预,以清除低频不一致。

于 2012-02-20T20:20:11.440 回答
1

首先让我说这不是一个万无一失的脚本,很可能有一些我忘记或忽略的东西,但它是一个概念证明,供您改进和扩展或只是获得一个想法。

文本布局中有足够的规律供我们使用,脚本所做的是将转录文本拆分为一组行,并将这些行与一些模式进行匹配,以尝试识别规律并确定数据的作用。

示例脚本:

<?php
/*
Proof of Concept : Transcript to XML by Robjong

? :
    - action on date change (what to do when the date changes?)
    - what to do with lines like "MR MARK HUGHES (sworn)" (make it a note?!)
    - what to do with lines like "Questions by MR BARR" (make it a note?!)
    - detect events/notes in quotes better? (e.g: MR BLENDIS: (Nods head).)


Notes :

    - desperately needs error checking/handling!!!! (for now it just got in the way)
    - it might well be that the configuration of PHP will cause file_get_contents to fail,
      try curl or download it manually and read the local file
    - if you are running PHP < 5.2.4, change the \h in the pattern to \s or [\t ]

*/

# basic usage
// get the transcript as plain text
$txt = file_get_contents( 'http://www.levesoninquiry.org.uk/wp-content/uploads/2012/02/Transcript-of-Morning-Hearing-2-February-2012.txt' );
// convert transcript to XML
$xml = transcriptToXML_beta( $txt );
// we have the transcript as XML, now what?
file_put_contents( 'transcript.xml', $xml ); // let's write it to a file
echo $xml;


function transcriptToXML_beta( $string ) { // beta is just to emphasize lack of torough testing
    $lines = explode( "\n", $string ); // split text into an array array of lines
    if( !is_array( $lines ) ) { // the provided string was not multiline
        return false;
    }

    // these vars will hold the data we need to build our XML
    $date = ''; // the date of the transcript
    $time = ''; // transcript time
    $page = 1; // this will hold the current page number

    $linenr = ''; // this will hold the line nr
    $speaker = ''; // the name of the speaker
    $text = ''; // transcribed text attributed to the speaker
    $new = false; // will be true if a new item has been matched
    $event = ''; // this will hold notes that are in a quote but need to be stored separately (events)

    $xml = ''; // this will be the XML string
    $i = 0; // count the lines to display actual line number for debugging
    foreach( $lines as $line ) { // loop over lines
        $i++;
        if( !preg_match( "/[[:graph:]]/", $line ) ) { // line is empty, does not contain printable characters....
            continue; // ....so we skip to the next one
        }

        if( preg_match( "/^\h*\d+\h+(?P<date>[a-z]+,\h+\d+\h+[a-z]+\h\d{4})\s*$/i", $line, $match ) ) { # it looks like a date
            $date = $match['date']; // set date
            $speaker = ''; // reset vars
            $text = '';
            continue;// no need to handle this line any further
        } elseif( preg_match( "/^\h*\d+\h+([A-Z]+(?:\s+[A-Z]+){0,4}\h+\(.*?\)|(?i:questions\h+by)[A-Z\h]+)\s*$/", $line, $match ) ) { # (qued) event, uppercase text followed by text between parentheses
            $event .= "    <event page=\"{$page}\" line=\"{$linenr}\">{$match[1]}</event>\n"; // add entry to que, to be added after current quote
            continue;// no need to handle this line any further
        } elseif( preg_match( "/^\h*(\d*)\h*\(\h*(?P<time>\d{1,2}[:.]\d{1,2}\h*[ap]m)\)\s*$/i", $line, $match ) ) { # seems we have a time entry
            $time = $match['time']; // set date
            $xml .= "    <time page=\"{$page}\" line=\"{$match[1]}\">" . strtoupper( str_replace( '.', ':', $match['time'] ) ) . "</time>\n"; // add time as entry
            $speaker = ''; // reset vars
            $text = '';
            continue;// no need to handle this line any further
        } elseif( preg_match( "/^\h*(\d+)\s*$/", $line, $match ) ) { # line has just one or more digits, we assume its a pagenr
            if( $match[1] <= $page ) { // if the number is lower then the current page number ignore it, this avoids triggering errors for 'empty lines' that only have a line number
                continue;
            }
            $page = (int) $match[1] + 1; // set pagenr, add one because the nr is at the bottom of the page
            continue;// no need to handle this line any further
        } elseif( preg_match( "/^\h*\d+\s+\(([[:print:]]+)\)\s*$/", $line, $match ) && !$speaker ) { # note, text is between parentheses
            $xml .= "    <event page=\"{$page}\" line=\"{$linenr}\">{$match[1]}</event>\n"; // add entry as note
            continue;// no need to handle this line any further
        } elseif( preg_match( "/^\h*\d+\h+[A-Z\h]+\(.*?\)\s*$/", $line, $match ) && !$speaker ) { # note, uppercase text followed by text between parentheses, only if not in quote
            $xml .= "    <event type=\"note\" speaker=\"\" page=\"{$page}\" line=\"{$linenr}\">{$match[1]}</event>\n"; // add entry as note
            continue;// no need to handle this line any further
        } elseif( preg_match("/^\h*(?P<linenr>\d+)\h+(?P<speaker>(?:\h[A-Z]+(?:\h[A-Z]+){0,4}))[:.]\h*(?P<text>[[:print:]]+?)\s*$/", $line, $match ) ) { # new speaker entry
            if( $new && $speaker ) { // if we have one open we need to add it first
                $xml .= "    <entry type=\"quote\" speaker=\"{$speaker}\" page=\"{$page}\" line=\"{$linenr}\">$text</entry>\n"; // add quote
                $new = false; // reset
                if( $event ) { // if we have a qued note we need to add that too
                    $xml .= $event; // add entry to XML string
                    $event = ''; // clear 'que'
                }
            }
            $speaker = trim( $match['speaker'] ); // assign match to speaker var
            $linenr = (int) $match['linenr']; // assign line number
            $text = trim( $match['text'] ); // assign text
            $new = true; // set new match bool
        } elseif( preg_match( "/^\h*(?P<linenr>\d+)\h+(?P<text>[[:print:]]+?)\s*$/", $line, $match ) ) { # follow up text
            $text .= ' ' . trim( $match['text'] ); // append text
        } else { # unkown line (add check for linenr only lines or remove $match[1] >= $page from the pagenr match conditional)
            // not sure what kind of line this is... add it as a separate 'type'?!
            trigger_error( "Unable to parse line {$i} \"{$line}\"" ); // throw exception / trigger error
            continue; // no need to handle this line any further
        }

        if( !$new && $speaker ) {
            $xml .= "    <entry type=\"quote\" speaker=\"{$speaker}\" page=\"{$page}\" line=\"{$linenr}\">$text</entry>\n";
            $speaker = ''; // reset vars
            $text = '';
            $new = false;
            if( $event ) { // if we have a qued note we need to add that too
                $xml .= $event; // add entry to XML string
                $event = ''; // clear 'que'
            }
        }
    }

    // if we have a match open we need to handle it, this might happen because we do not assign the match in the same iteration as we matched it
    if( $new ) {
        $xml .= "    <entry type=\"quote\" speaker=\"{$speaker}\" page=\"{$page}\" line=\"{$linenr}\">$text</entry>\n";
    }

    if( !trim( $xml ) ) { // no text found so $xml is still an empty string
        return false;
    }

    $date = new DateTime( $date ); // instantiate datetime with the time from the transcript
    $date = date( 'Y-m-d', $date->getTimestamp() ); // format date
    // now we need to wrap the nodes in a root node
    $xml = "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<hearing date=\"{$date}\">\n{$xml}</hearing>\n";

    return $xml; // return the XML
}
?>

我将在今天晚些时候更新评论和脚本

输出样本:

<hearing date="2012-02-02"> 
    <time page="1" line="2">10:00 AM</time> 
    <entry type="quote" speaker="LORD JUSTICE LEVESON" page="1" line="3">Good morning.</entry> 
    <entry type="quote" speaker="MR BARR" page="1" line="4">Good morning, sir.  We're going to start today with witnesses from the mobile phone companies, Mr Blendis from Everything Everywhere, Mr Hughes from Vodafone and Mr Gorham from Telefonica.</entry> 
    <entry type="quote" speaker="LORD JUSTICE LEVESON" page="1" line="8">Very good.</entry> 
    <entry type="quote" speaker="MR BARR" page="1" line="9">We're going to listen to them all together, sir. Can I ask that the gentlemen are sworn in, please.</entry> 
    <event page="1" line="9">MR JAMES BLENDIS (affirmed)</event> 
    <event page="1" line="9">MR ADRIAN GORHAM (sworn)</event> 
    <event page="1" line="9">MR MARK HUGHES (sworn)</event> 
    <event page="1" line="9">Questions by MR BARR</event> 

顺便说一句,只是出于好奇,你需要这个做什么?

于 2012-02-21T11:22:10.840 回答