Analyzing HTML with Perl

Routine work is all around us every day, no matter if you like it or not. For a teacher on computing subjects, grading assignments can be such work. Certain computing assignments aim at practicing operating skills rather than creativity, especially in elementary courses. Grading this kind of assignment is time-consuming and repetitive, if not tedious.

In a business information system course that I taught, one lesson was about writing web pages. As the course was the first computing subject for the students, we used Nvu, a WYSIWYG web page editor, rather than coding the HTML. One class assignment required writing three or more inter-linked web pages containing a list of HTML elements.

Write three or more web pages having the following:

  • Italicized text (2 points)
  • Bolded text (2 points)
  • Three different colors of text (5 points)
  • Three different sizes of text (5 points)
  • Linked graphics with border (5 points)
  • Linked graphics without border (5 points)
  • Non-linked graphics with border (3 points)
  • Non-linked graphics without border (2 points)
  • Three external links (5 points)
  • One horizontal line--not full width of page (5 points)
  • Three internal links to other pages (10 points)
  • Two tables (10 points)
  • One bulleted list (5 points)
  • One numerical list (5 points)
  • Non-default text color (5 points)
  • Non-default link color (2 points)
  • Non-default active link color (2 points)
  • Non-default visited link color (2 points)
  • Non-default background color (5 points)
  • A background image (5 points)
  • Pleasant appearance in the pages (10 points)

Beginning to grade the students' work, I found it monotonous and error-prone. Because the HTML elements could be in any of the pages, I had to jump to every page and count the HTML elements in question. I also needed to do it for each element in the requirement. While some occurrences were easy to spot in the rendered pages in a browser, others required close examination of the HTML code. For example, a student wrote a horizontal line (<hr> element) extending 98 percent of the width of the window, which was difficult to differentiate visually from a full-width horizontal line. Some other students just liked to use black and dark gray as two different colors in different parts of the pages. In addition to locating the elements, awarding and totaling marks were also error-prone.

I felt a little regret on the flexibility in the requirement. If I had fixed the file names of the pages and assigned the HTML elements to individual pages, grading could have been easier. Rather than continuing the work with regret, I wrote a Perl program to grade the assignments. The program essentially parses the web pages, awards marks according to the requirements, writes basic comments, and calculates the total score.

Processing HTML with Perl

Perl's regular expressions have excellent text processing capability and there are handy modules for parsing web pages. The module HTML::TreeBuilder provides a HTML parser that builds a tree structure of the elements in a web page. It is easy to create a tree and build its content from a HTML file:

$tree = HTML::TreeBuilder->new;
$tree->parse_file($file_name);

Nodes in the tree are HTML::Element objects. There are plenty of methods with which to access and manipulate elements in the tree. When you finish using the tree, destroy it and free the memory it occupied:

$tree->delete;

The module HTML::Element represents HTML elements in tree structures created by HTML::TreeBuilder. It has a huge number of methods for accessing and manipulating the element and searching for descendants down the tree or ancestors up the tree. The method find() retrieves all descending elements with one or more specified tag names. For example:

@elements = $element->find('a', 'img');

stores all <a> and <img> elements at or under $element to the array @elements. The method look_down() is a more powerful version of find(). It selects descending elements by three kinds of criteria: exactly specifying an attribute's value or a tag name, matching an attribute's value or tag name by a regular expression, and applying a subroutine that returns true on examining desired elements. Here are some examples:

@anchors = $element->look_down('_tag' => 'a');

retrieves all <a> elements at or under $element and stores them to the array @anchors.

@colors = $element->look_down('style' => qr/color/);

selects all elements at or under $element having a style attribute value that contains color.

@largeimages = $element->look_down(
    sub {
         $_[0]->tag() eq 'img'          and
        ($_[0]->attr('width') > 100 or
         $_[0]->attr('height')  > 100)
    }
);

locates at or under $element all images (<img> elements) with widths or heights larger than 100 pixels. Note that this code will produce a warning message on encountering an <img> element that has no width or height attribute.

You can also mix the three kinds of criteria into one invocation of look_down. The last example could also be:

@largeimages = $element->look_down(
    '_tag'   => 'img',
    'width'  => qr//,
    'height' => qr//,
    sub { $_[0]->attr('width')  > 100 or
          $_[0]->attr('height') > 100 }
);

This code also caters for any missing width or height attribute in an <img> element. The parameters 'width' => qr// and 'height' => qr// guarantee selection of only those <img> elements that have both width or height attributes. The code block checks these for the attribute values, when invoked.

The method look_up() looks for ancestors from an element by the same kinds of criteria of look_down().

Processing Multiple Files

These methods provide great HTML parsing capability to grade the web page assignments. The grading program first builds the tree structures from the HTML files and stores them in an array @trees:

my @trees;
foreach (@files) {
    print "  building tree for $_ ...\n" if $options{v};
    my $tree = HTML::TreeBuilder->new;
    $tree->parse_file($_);
    push( @trees, $tree );
}

The subroutine doitem() iterates through the array of trees, applying a pass-in code block to look for particular HTML elements in each tree and accumulating the results of calling the code block. To provide detailed information and facilitate debugging during development, it calls the convenience subroutine printd() to display the HTML elements found with their corresponding file name when the verbose command line switch (-v) is set. Essentially, the code invokes this subroutine once for each kind of element in the requirement.

sub doitem {
    my $func = shift;
    my $num  = 0;
    foreach my $i ( 0 .. $#files ) {
        my @elements = $func->( $files[$i], $trees[$i] );
        printd $files[$i], @elements;
        $num += @elements;
    }
    return $num;
}

The code block passed into doitem is a subroutine that takes two parameters of a file name and its corresponding HTML tree and returns an array of selected elements in the tree. The following code block retrieves all HTML elements in italic, including the <i> elements (for example, <i>text</i>) and elements with a font-style of italic (for example, <span STYLE="font-style: italic">text</span>).

$n = doitem sub {
    my ( $file, $tree ) = @_;
    return ( $tree->find("i"),
        $tree->look_down( "style" => qr/font-style *: *italic/ ) );
    };

marking "Italicized text (2 points): "
  . ( ( $n > 0 ) ? "good. 2" : "no italic text. 0"
);

Two points are available for any italic text in the pages. The marking subroutine records grading in a string. At the end of the program, examining the string helps to calculate the total points.

Other requirements are marked in the same manner, though some selection code is more involved. A regular expression helps to select elements with non-default colors.

my $pattern = qr/(^|[^-])color *: *rgb\( *[0-9]*, *[0-9]*, *[0-9]*\)/;
return $tree->look_down(
    "style" => $pattern,
    sub { $_[0]->as_trimmed_text ne "" }
);

Nvu applies colors to text by the color style in the form of rgb(R,G,B) (for example, <span STYLE="color: rgb(0, 0, 255);">text</span>). The above code is slightly stricter than the italic code, as it also requires an element to contain some text. The method as_trimmed_text() of HTML::Element returns the textual content of an element with any leading and trailing spaces removed.

Nested invocations of look_down() locate linked graphics with a border. This selects any link (an <a> element) that encloses an image (an <img> element) that has a border.

return $tree->look_down(
    "_tag" => "a",
    sub {
       $_[0]->look_down( "_tag" => "img", sub { hasBorder( $_[0] ) } );
    }
);

Finding non-linked graphics is more interesting, as it involves both the methods look_down() and look_up(). It should only find images (<img> elements) that do not have a parent link (a <a> element) up the tree.

return $tree->look_down(
    "_tag" => "img",
    sub { !$_[0]->look_up( "_tag" => "a" ) and hasBorder( $_[0] ); }
);

Checking valid internal links requires passing look_down() a code block that excludes common external links by checking the href value against protocol names, and verifies the existence of the file linked in the web page.

use File::Basename;
$n = doitem sub {
    my ( $file, $tree ) = @_;
    return $tree->look_down(
        "_tag" => "a",
        "href" => qr//,
        sub {
            !( $_[0]->attr("href") =~ /^ *(http:|https:|ftp:|mailto:)/)
            and -e dirname($file) . "/" . decodeURL( $_[0]->attr("href") );
        }
    );
};

Nvu changes a page's text color by specifying the color components in the style of the body tag, like <body style="color: rgb(0, 0, 255);">. A regular expression matches the style pattern and retrieves the three color components. Any non-zero color component denotes a non-default text color in a page.

my $pattern = qr/(?:^|[^-])color *: *rgb\(( *[0-9]*),( *[0-9]*),( *[0-9]*)\)/;
return $tree->look_down(
    "_tag"  => "body",
    "style" => qr//,
    sub {
        $_[0]->attr("style") =~ $pattern and
        ( $1 != 0 or $2 != 0 or $3 != 0 );
    }
);

With proper use of the methods look_down(), look_up(), and as_trimmed_text(), the code can locate and mark the existence of various required elements and any broken elements (images, internal links, or background images).

Finishing Up

The final requirement of the assignment is a pleasant look of the rendered pages. Unfortunately, HTML::TreeBuilder and its related modules do not analyze and quantify the visual appearance of a web page. Neither does any module that I know. OK, I would award marks for the appearance myself but still want Perl to help in the process--the program sets the default score and comment, and allows overriding them in flexible way. By using alternative regular expressions, I can accept the default, override the score only, or override both the score and comment.

my $input = "";
do {
    print "$str1 [$str2]: ";
    $input = <STDIN>;
    $input =~ s/(^\s+|\s+$)//g;
} until ( $input =~ /(.*\.\s+\d+$|^\s*$|^\d+$)/ );

$input = $str2 if $input eq "";
if ( $input =~ /^\d+$/ ) {
    $n = $input;
    if ( $n == 10 ) {
        $input = "good looking, nice content. $n";
    }
    else {
        ( $input = $str2 ) =~ s/(\.\s*)\d+\s*$/$1$n/;
    }
}
marking "$str1 $input";

Finally, the code examines the marking text string containing comments and scores for each requirement to calculate the total score of the assignment. Each line in that string is in a fixed format (for example, "Italicized text (2 points): good. 0"). Again, regular expressions retrieve and accumulate the maximum and awarded points.

my ( $total, $score ) = ( 0, 0 );
while ( $marktext =~ /.*?\((\d+)\s+points\).*?\.\s+(\d+)/g )
{
    $total += $1;
    $score += $2;
}
marking "Total ($total points): $score";

Depending on the command-line switches, the program may start a browser to show the first page so that I can look at the pages' appearance. It can also optionally write the grading comments and score to a text file which can be feedback for the student.

I can simply run the program in the directory containing the HTML files, or specify the set of HTML files in the command-line arguments. In the best case, I just let it grade the requirements and press Enter to accept the default marking for the appearance, and then jot down the total score and email the grading text file to the student.

Conclusion

I did not evaluate the time saved by the program against its developing effort. Anyway, the program makes the grading process more accurate and less prone to error, and it is more fun to spend time writing a Perl program and getting familiar with useful modules.

In fact, there are many other modules that could have been used in the program to provide even more automation. Had I read Wasserman's article "Automating Windows Applications with Win32::OLE," the program would record the final score to an Excel file automatically. In addition, networking modules such as Mail::Internet, Mail::Mailer, and Mail::Folder could retrieve the assignment files from emails and send the feedback files to the students directly from the program.

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